What I’ve learned in 20+ years of building startups

What I've learned in 20+ years of building startups.

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Physics Expert (PhD) Contract $60 - $80 / hour
Finance Expert Contract $150 / hour
Designers Contract $50 - $70 / hour
Chemistry Expert (PhD) Contract $60 - $80 / hour

What I’ve learned in 20+ years of building startups…

In the fast-paced world of startups, two decades of experience can teach you invaluable lessons. From the trenches of entrepreneurial ventures, here are the distilled wisdom and key takeaways from a seasoned startup veteran’s 20-plus-year journey.

What I've learned in 20+ years of building startups
What I’ve learned in 20+ years of building startups

What I’ve learned in 20+ years of building startups – Summary: The journey of building startups for over 20 years has yielded several crucial lessons:

  1. Fail Well: Failure is a common part of the startup process, with success in only a fraction of attempts. It’s important to accept failure as a stepping stone.
  2. Persistence: The key to overall success often lies in sheer perseverance and the refusal to quit, even in the face of early failures.
  3. The Power of ‘No’: Turning down opportunities, especially during financially tough times, is crucial to avoid burnout and stay true to your goals.
  4. Work Smart and Hard: While enjoying your work is vital, readiness to put in extra effort when needed is equally important.
  5. Start Slowly: For new businesses, especially online, it’s advisable to start small and avoid getting entangled in bureaucracy before proving the business model.
  6. Be Cautious with Growth: Rapid expansion can lead to financial strain. It’s better to grow at a sustainable pace.
  7. Avoid Corporate Pitfalls: As businesses grow, maintaining a customer-centric and enjoyable work culture is essential, avoiding the trap of becoming overly corporate.
  8. Embrace Remote Work: If possible, allowing remote work can save costs and increase employee productivity.
  9. Simplicity in Tools: Using too many apps and tools can be counterproductive. Stick to a few that work best for your team.
  10. Maintain Relationships: Keeping doors open with past collaborators is crucial, as business landscapes and relationships are ever-changing.

What I’ve learned in 20+ years of building startups – Lessons Learned in Detail

  1. Fail Well. You’ve heard it a million times before: ideas are easy; execution is hard. Execution is incredibly hard. And even if something works well for a while, it might not work sustainably forever. I fail a lot. I’d say my ideas are successful maybe 2/10 times, and that’s probably going easy on myself.

  2. Keep Going. The difference between overall success and failure, is usually as simple as not quitting. Most people don’t have the stomach for point #1 and give up way too quickly.

  3. Saying No. Especially if you didn’t have a particularly good month and it’s coming up on the 1st (bill time), it’s hard to say “No” to new income, but if you know it’s something you’ll hate doing, it could be better in the long-run to not take it or else face getting burnt out.

  4. Work Smart (and sometimes hard). I would hazard to guess that most of us do this because we hate the limitations and grind of the traditional 9-5? Most of us are more likely to be accused of being workaholics rather than being allergic to hard work, but it certainly helps if you enjoy what you do. That said, it can’t be cushy all the time. Sometimes you gotta put in a little elbow grease.

  5. Start Slow. I’ve helped many clients start their own businesses and I always try to urge them to pace themselves. They want instant results and they put the cart before the horse. Especially for online businesses, you don’t need a business license, LLC, trademark, lawyer, and an accountant before you’ve even made your first dollar! Prove that the thing actually works and is making enough money before worrying about all the red tape.

  6. Slow Down Again (when things start to go well). Most company owners get overly excited when things start to go well, start hiring more people, doing whatever they can to pour fuel on the fire, but usually end up suffocating the fire instead. Wait, just wait. Things might plateau or take a dip and suddenly you’re hemorrhaging money.

  7. Fancy Titles. At a certain stage of growth, egos shift, money changes people. What was once a customer-centric company that was fun to work at becomes more corporate by the day. Just because “that’s the way they’ve always done it” in terms of the structure of dino corps of old, that’s never a good reason to keep doing it that way.

  8. Stay Home. If your employee’s work can be done remotely, why are you wasting all that money on office space just to stress your workers out with commute and being somewhere they resent being, which studies have shown only make them less productive anyway?

  9. Keep it Simple. Don’t follow trends and sign you or your team up for every new tool or app that comes along just because they’re popular. Basecamp, Slack, Signal, HubSpot, Hootsuite, Google Workspace, Zoom (I despise Zoom), etc. More apps doesn’t mean more organization. Pick one or two options and use them to their full potential.

  10. Keep Doors Open. While you’ll inevitably become too busy to say “Yes” to everything, try to keep doors open for everyone you’ve already established a beneficial working relationship with. Nothing lasts forever, and that might be the lesson I learned the harshest way of all. More on that below…


What I’ve learned in 20+ years of building startups: A personal note that might be helpful to anyone who’s struggling

Some years back (around 2015), we sold the company my partner and I built that was paying our salaries. During those years, I closed a lot of doors, especially with clients because I was cushy with my salary, and didn’t want to spend time on other relationships and hustles I previously built up over the years.

I had a really rough few years after we sold and the money ran out where I almost threw in the towel and went back to a traditional 9-5 job. I could barely scrape rent together and went without groceries for longer than I’m comfortable admitting.

There’s no shame in doing what you’ve gotta do to keep food on the table, but the thought of “going back” was deeply depressing for me. Luckily, I managed to struggle my way through, building up clients again.

What I’ve learned in 20+ years of building startups – Conclusion:

Navigating the world of startups requires a balance of resilience, strategic decision-making, and adaptability. The lessons learned over two decades in the startup ecosystem are not just strategies but guiding principles for sustainable success and growth in the dynamic world of entrepreneurship.


If you’re curious about how I make money, most of it has been made building custom products for WordPress.

Source: r/Entrepreneur

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What I’ve learned in 20+ years of building startups – References:

  1. Entrepreneurship Blogs and Websites: Look for blogs from successful entrepreneurs or business coaches. Sites like Entrepreneur (entrepreneur.com), Forbes Entrepreneurs Section (https://forbes.com/entrepreneurs), and Harvard Business Review (hbr.org) often have valuable articles on startup strategies and entrepreneurial journeys.
  2. Startup Case Studies: Websites like Inc. Magazine (inc.com) and Fast Company (fastcompany.com) frequently publish case studies and stories about startups and entrepreneurial experiences.
  3. Business and Tech News Websites: Platforms like TechCrunch (techcrunch.com), Business Insider (businessinsider.com), and The Wall Street Journal’s Business section (https://wsj.com/news/business) are good for staying updated on the latest in startup trends and business strategies.
  4. Remote Work and Productivity Tools Blogs: For insights on remote work and productivity tools, check out blogs from companies like Basecamp (basecamp.com), Slack (https://slack.com/blog), and Zoom (blog.zoom.us).
  5. Online Business Forums and Communities: Websites like Reddit’s Entrepreneur subreddit (https://reddit.com/r/Entrepreneur) or startup-focused forums on sites like Quora (quora.com) can provide real-world advice and experiences from various business owners.
  6. LinkedIn Articles and Thought Leaders: Following successful entrepreneurs and business thought leaders on LinkedIn can provide you with a plethora of insights and firsthand accounts of business experiences.
  7. Business and Entrepreneurship Books: Websites of authors who have written extensively on startups and entrepreneurship, such as Guy Kawasaki or Seth Godin, often have blogs and articles that are invaluable to entrepreneurs.

Examining the Fragmented Data on Black Entrepreneurship in North America

Entrepreneur Our community brings together individuals driven by a shared commitment to problem-solving, professional networking, and collaborative innovation, all with the goal of making a positive impact. We welcome a diverse range of pursuits, from side projects and small businesses to venture-backed startups and solo ventures. However, this is a space for genuine connection and exchange of ideas, not self-promotion. Please refrain from promoting personal blogs, consulting services, books, MLMs, opinions.

  • I built a lead pipeline for my freelance automation biz and went from 2-day response times to 58 seconds. Here's the real story.
    by /u/yasuuooo on November 15, 2025 at 10:41 am

    three months ago i sent the same onboarding email 3x to a client who'd already paid they thought i was phishing i 'am the automation freelancer with zero automation for my self My "pipeline": 6 Chrome tabs 1 buried Calendly notif Pure anxiety Spent $150 enriching fake "CEOs" with gmail addresses while a real $8k project ghosted me after 48hrs. I was a human Zapier with a caffeine addiction. That's when it hit me: if i can't trust my own pipes ,why would anyone pay me to build theirs ? spent a weekend dogfooding & i built a 5layers lead engine for ME Here's the breakdown: LAYER 1: THE BOUNCER Every lead → webhook Validates, dedupes, AI spam filter Blocks 30-40% junk BEFORE Airtable UTMs actually survive No more waking up to 47 fake Fortune 500s LAYER 2: THE DETECTIVE Auto-enrich w/ Clearbit/Apollo But HARD rules, not black-box AI Redis cache = 60% cheaper Enrichment fails? Flagged, not blocked Stopped paying to enrich garbage LAYER 3: THE MIND READER HOT (70+ score) = 4-day blitz (LI/email/SMS) WARM = 10-day value sequence AI reads their posts → personal msgs Reply "pricing"? I get pinged in 58 SECONDS Auto-pause sequence LAYER 4: THE BRIDGE Batch-sync to HubSpot every 15min Round-robin, load-balanced BUT Airtable = source of truth HubSpot fails? My pipeline doesn't stop No more sync anxiety LAYER 5: THE WATCHDOG Daily: qualified rate, time-to-contact, CPL Auto-pause ads if CPL spikes Weekly "Junk Autopsy" IDs trash sources Looker Studio updates itself Sundays are for rest, not spreadsheets REAL RESULTS: 8 fewer hours/week on admin Response time: 2 days → 58 seconds Close same # of clients Actually sleep I stopped looking like a disorganized freelancer Now I build these engines for other freelancers who are great at delivery but their pipeline looks like my inbox used to. Where's YOUR biggest time leak? Bet it's between "lead lands" and "you see it." P.S. Took ~12 hrs to build. hardest part wasnt the code but admitting my own process was broken the spam filter alone paid for itself in week1 What's your biggest pipeline leak? I'm happy to share specifics on any layer if you're building something similar. submitted by /u/yasuuooo [link] [comments]

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    by /u/Ok-Philosophy-7095 on November 15, 2025 at 9:32 am

    Following up on applications can take as much effort as applying sometimes I spend hours emailing recruiters only to hear nothing back How do you manage this without getting frustrated Tools like JobHuntr have helped me track follow ups more efficiently does anyone else have tips submitted by /u/Ok-Philosophy-7095 [link] [comments]

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    I need/want emails for all dealerships in a certain niche in Germany, Netherlands and Poland. Does anyone know how i can get this without having to search all dealers seperatly and write down/find their emails on their websites? submitted by /u/LowDog84 [link] [comments]

  • Unpopular take: Lifetime deals are better than monthly subscriptions
    by /u/devhisaria on November 15, 2025 at 9:11 am

    I get it, people hate lifetime deals. They see them as a gimmick. Some SaaS founder got mad one time when a customer bought a lifetime deal for $99 and actually used it for ten years, and now everyone's convinced they're evil or something. But here's the thing: I've been running businesses for a long time, and after years of burning money on subscriptions that bleed you dry, I'm convinced lifetime deals are actually the smarter move for most entrepreneurs. The math is simple. You're paying for tools monthly, right? That $29 tool. That $49 tool. That $99 tool. It adds up fast. $200-$300 a month easy if you're using more than a handful of SaaS products. That's $2,400 to $3,600 a year. Over five years? You're looking at $12K-$18K on something that might cost $500-$1,000 as a lifetime deal. But it's not even about the savings. It's about the unpredictability going away. I've had tools I relied on increase their prices 3x. I've had them discontinue features I built my workflow around. I've had them just... disappear. When you're bootstrapping, that instability is brutal. With a lifetime deal, you know exactly what you have. No surprises. No creeping costs. No "we're sunsetting this feature" emails that wreck your day. Here's what gets me though, sometimes these lifetime deals are genuinely too good. I bought this design tool for $79 as a lifetime deal years ago. I thought I'd use it for a year, max. It's still my primary tool. Four years in, I've probably paid $15-20 a month if I averaged the lifetime deal across actual use. That tool now costs $20 monthly. I locked in forever at a fraction of that. Look, I'm not saying never pay monthly. Some tools deserve it, the ones that are genuinely moving the needle for your business. But for the 70% of tools you use occasionally or as backups? Lifetime deals remove friction from your business in a way monthly subs never will. The real unpopular take? Paying monthly subscriptions indefinitely while your margins get tighter is the actual losing move. submitted by /u/devhisaria [link] [comments]

  • Is anyone else experiencing this?
    by /u/bailue on November 15, 2025 at 8:56 am

    It’s been rough out here as an entrepreneur. I have been a wedding photographer since I was 16 - full time at 21. It’s been a beautiful journey. There are days I want to break down and cry, and days where a tiny spark urges me to push just a little harder, hold on a little longer, to see if anything shifts. Some moments I still have the stamina to keep going. And other moments I’m sitting here wondering if it’s me or the economy. If maybe I’m just not understanding the algorithm. If I should have hopped on more trends. If I should be louder, softer, more consistent, more curated. If it’s something I’m doing wrong, or if we’re all quietly feeling the end of an era that once felt authentic and slow paced. Things have felt “off” ever since Covid, but somehow today feels even stranger than those years ever did. This isn’t a doom message. It’s simply an honest reflection and a gentle question: does anyone else feel this too? I’ve been sitting with a big thought lately as I consider the possibility of finding a part-time job. At first, my ego shatters. Not because of what anyone else might think, but because it makes me feel like I failed myself. I know how hard I’m willing to push. I know the corners I’ll cut, the all-nighters I’ll pull, the times I’ve rationed food, slept in my car, and sacrificed comfort just to keep alive something I built with my own hands. My business is me. It’s my creation. It’s the most vulnerable thing I’ve ever brought into the world. Letting it go, even for a moment, feels like grieving a version of myself. It feels like looking in the mirror and seeing the little girl inside me staring back with fear, wondering if I let her down. She dreamed so big. And in so many ways, those dreams did come true. Maybe not with huge houses or fine dining every night, but in all the ways that mattered: grocery trips where I didn’t check prices, clothes that made me feel beautiful, apartments that felt safe and inspiring, trips around the world that shaped me, cultures that softened me, and the privilege of making a life out of art. I built something bigger than myself. I witnessed some of the most meaningful days in people’s lives. I created memories that outlived the moment they were taken. And if there’s any way to sit with all of this and make it feel even a little more bearable, it’s this: I am so proud that I supported myself for eight years with a business I started as a 21-year-old girl while battling depression, chronic illness, mold, PTSD, covid, civil unrest, inflation, housing crashes, LA fires, the loss of a parental figure, zero safety net, and a world changing faster than anyone can comprehend. If I take a job, it doesn’t make me less of an entrepreneur. It means my ego finally stepped aside so I can do what’s right for my nervous system. It means I’m choosing long-term stability over pride. It means I’m rebuilding with intention instead of fear. And the creative in me isn’t going anywhere. Just because this shift in social media, the algorithm, and the rise of AI can feel like it has authority over my life doesn’t mean it gets to define my worth. Art was never meant to fit into an algorithm. Art is what prepares us for the impact of reality. It’s the tangible evidence of being human. No matter what happens next, I know that this is just the beginning. submitted by /u/bailue [link] [comments]

  • Side hustle business
    by /u/bhudzallmighty on November 15, 2025 at 8:47 am

    Ok how do I start. I work a full time job, make good enough money and job/life satisfaction is not bad. I like building computers (desktop). I do have a side hustle of buying/selling used computer parts or whole computers of offer up and fb marketplace for about 8 years now. I’m thinking if I could turn this into a legit small business? Not looking to make tons of money but maybe it can help my wife and I with the tax benefits of having a business. We make maybe $280k gross a year. I would want to keep it small and simple, local offer up and fb marketplace focused. Selling my prebuilt pc new/used and also offer pc upgrade and/or troubleshooting. Is this sustainable or too much hassle and not large enough to reap the tax benefits? submitted by /u/bhudzallmighty [link] [comments]

  • the best advice i have received during starting my first startup
    by /u/New-Bake3742 on November 15, 2025 at 8:40 am

    quit brainrot. unfollow trolls. read essays. go down rabbit holes. have a calendar. maintain a todo list. read old books. watch old movies. turn on dnd. walk with intent. eat without youtube. chew more. train without music. plan for 15 mins. execute. organise your desk. take something seriously. read ancient scripts. act fast. find bread. eat clean. journal. save a life. learn to code. read poetry. create art. stay composed. refine your speech. optimise for efficiency. act sincere. help people. be kind. stop doing things that waste your time. follow your intuition. craft reputation. learn persuasion. systemise your day (or don’t). write. write. write. write more. iterate violently. leave your phone at home. walk to the grocery store. talk to strangers. feed the dogs. visit bookstores. look for 1800s novels. experience art. then love. sit with a monk and offer them lunch. don't talk shit about people. embody virtue. sit alone. do something with your life. what do you want to create? turn off your mind. play. play a sport. combat sports. notice fonts in trees. fall in love. notice patterns on a table. visualise it. talk to people with respect. don't hate. be loving. be real. become yourself. cherrypick your qualities. discard the useless. rejections aren't permanent. invite what aligns. accept what does not. read great people. be different. choose different. do great work. let it consume you. lose your mind. value your time. experience life. submitted by /u/New-Bake3742 [link] [comments]

  • (India) Fikernot- Company registered, name and logo trademarked. Dont know what to do with it.
    by /u/No_Minimum_4168 on November 15, 2025 at 8:09 am

    Fikernot is a catchy term that’ll do well in India, MI and SEA. The logo is essentially a person lying down, hand on hand behind their head and legs crossed. People from India should be able to tell. Its something that we registered and trademarked in 2017. Open to ideas, suggestions and guidance! Though I created a Shopify website, it’s more of just something I did for an online presence. My only so called “asset” I have is the name and logo. submitted by /u/No_Minimum_4168 [link] [comments]

  • The weirdest part about building a business? You change faster than the business does.
    by /u/Digitalunicon on November 15, 2025 at 7:39 am

    Some days I feel like entrepreneurship is just me outgrowing old versions of myself every 3 months while the business tries to keep up. You fix one problem, suddenly you level up... and the next challenge needs a different you again. the business evolves, but you end up evolving even faster. submitted by /u/Digitalunicon [link] [comments]

  • How did you become successful ?
    by /u/BatMechSuit on November 15, 2025 at 7:13 am

    Please tell us about your story of how you started your business and made it successful. What is your business about ? How it became successful ? Was it self made or started with little to no money ? What advice do you have for starters ? submitted by /u/BatMechSuit [link] [comments]

  • Successful entrepreneurs , please FLEX your story here.
    by /u/BatMechSuit on November 15, 2025 at 6:59 am

    Please tell us about your story of how you started your business and made it successful. What is your business about ? How it became successful ? Was it self made or started with little to no money ? What advice do you have for starters ? submitted by /u/BatMechSuit [link] [comments]

  • Where can I find high quality, technical, direct hires in India? I’m sick of working with middlemen!!!
    by /u/Solarxfuture on November 15, 2025 at 6:09 am

    Title pretty much says it all. Not interested in being pitched to by agencies and companies selling talent. How can I find high quality hires in India? Currently building a SaaS tool and I need a small team of engineers to build some next gen scraping software. submitted by /u/Solarxfuture [link] [comments]

  • Why do most first VA hires fail?
    by /u/Sk_Sabbir_Uddin on November 15, 2025 at 5:36 am

    After working with 8+ founders, here's the pattern I see: Founder hires VA → throws random tasks at them → no SOPs, no clear outcomes → gets frustrated → "VAs don't work for me" Here's what I've learned from 14+ years in operations: delegation fails when you hand off a task that still lives entirely in your head. Tasks that actually work for delegation: ✓ Clear outcome defined (what does "done" look like?) ✓ Steps documented, even roughly (doesn't need to be perfect) ✓ Tools/logins ready and accessible ✓ One example of the finished work The best VAs I've seen aren't mind readers. They're process followers. Give them a clear process, and they'll run with it. What's your biggest lesson from hiring your first VA? What worked? What crashed and burned? Genuinely curious what this community's experienced. submitted by /u/Sk_Sabbir_Uddin [link] [comments]

  • Averaging 100+ downloads a day is like a dream coming true
    by /u/First-Reference3924 on November 15, 2025 at 3:18 am

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  • Life of an Entrepreneur
    by /u/Separate-Carrot-2 on November 15, 2025 at 12:28 am

    This shit will humble you. You’ll cry stress doubt yourself quit start back up quit again start up again (this time with a different mindset) cry a little more reach what you think is peak euphoria lose it all cry more stress again Then one day it clicks, and your life changes forever. Keep going. submitted by /u/Separate-Carrot-2 [link] [comments]

  • Would something like this be feasible?
    by /u/3madu on November 15, 2025 at 12:09 am

    I've have over 15 years of payroll experience under my belt and I want to strike out on my own. Fractional payroll for small to mid-size business is my target but I'm not sure if that's something companies are even looking for. For business owners on here, would you every be interested in having an outside professional process your payroll and year end tax filings? How would you want to be approached on this topic? submitted by /u/3madu [link] [comments]

  • Smallest team to scale a content app to 100k concurrent users?
    by /u/NoEdge8020 on November 14, 2025 at 11:09 pm

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  • I’m 22 and stuck between two completely different ideas.
    by /u/frankozeans on November 14, 2025 at 9:41 pm

    Hello everyone, As the title says, I recently turned 22 after finishing my undergraduate degree earlier in the year. I feel like I’m really passionate about the IDEA of owning my own business but I’m not fully prepared to take on the responsibilities or understand the level of research or where I should even start. I have two ideas, one which I have no idea if it is logically possible. My first idea is to somehow host a trading platform that supports online voice chat. I know it sounds insane and please tell me if it’s impossible so I can squash the idea immediately but I thought of it while I was playing Fortnite. I had a trade open on my laptop while I was playing Fortnite on voice chat and just randomly thought of the too together. Would something like this be possible and if so where should I even start? My other idea is opening a yoghurt bowl shop. It would be like Subway but with customisable toppings and fruits (with the yoghurt as the base). I live in the UK (a small town an hour from Birmingham) and I can’t find any shops / cafes that offer such level of customisation that I aspire to have, but there are acai bowl cafes in Birmingham. Then that leads me to my next problem - I live in a small town where I’m not even sure would be a good idea to start out (or am I just thinking of my end goal far too quickly?). I would prefer to try and open in Birmingham as it’s busier and I believe it would be more popular there but without thorough research I cannot say for sure that this is true. My other (and big issue) is that I have absolutely no money to start with. I quit my job earlier in the year to go travelling but now I’m ready to settle down and build something. I’m prepared to go back to my job to work full time to save some money but I will most likely need a loan. Then my other irrational idea was to try to start the yoghurt bowl business in a different country like Australia or Bali, where I’ve notably seen that there are lots of healthy cafes and restaurants. This is probably several steps too far for someone with absolutely no experience right? I apologise if this post seems really scattered and maybe I just need some grounding and a reality check before I go spewing my ideas to the internet. submitted by /u/frankozeans [link] [comments]

  • How are you all making 10k+ a month and how much free time do you have
    by /u/Strawhat-Evxn on November 14, 2025 at 8:38 pm

    I’ve turned 20 this year and I’m a little lost on how I want to go about my life I know I don’t want to be stuck trying to climb the corporate ladder just to work my life away there. I know comparing is the thief of joy but I see all these people my age making more money then I would know what to do with but I’m at a loss to how they do it. I’ve researched all these gurus business models like ecom, day trading, high ticket sales, etc. Some of them seem doable like learning to run ads for people or using AI to help automate things for companies that don’t have it or ecom or real estate but I feel like a lot of these markets are over saturated. I sometimes feel like it might just be easier to go find a good job and try to work your way to the top. Thoughts? Ideas? Anything would be appreciated. submitted by /u/Strawhat-Evxn [link] [comments]

Examining the Fragmented Data on Black Entrepreneurship in North America

Has Africa fully embraced hybrid teams, digital workspace and the use of remote workers?

AI Jobs and Career

And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.

Job TitleStatusPay
Full-Stack Engineer Strong match, Full-time $150K - $220K / year
Developer Experience and Productivity Engineer Pre-qualified, Full-time $160K - $300K / year
Software Engineer - Tooling & AI Workflows (Contract) Contract $90 / hour
DevOps Engineer (India) Full-time $20K - $50K / year
Senior Full-Stack Engineer Full-time $2.8K - $4K / week
Enterprise IT & Cloud Domain Expert - India Contract $20 - $30 / hour
Senior Software Engineer Contract $100 - $200 / hour
Senior Software Engineer Pre-qualified, Full-time $150K - $300K / year
Senior Full-Stack Engineer: Latin America Full-time $1.6K - $2.1K / week
Software Engineering Expert Contract $50 - $150 / hour
Generalist Video Annotators Contract $45 / hour
Generalist Writing Expert Contract $45 / hour
Editors, Fact Checkers, & Data Quality Reviewers Contract $50 - $60 / hour
Multilingual Expert Contract $54 / hour
Mathematics Expert (PhD) Contract $60 - $80 / hour
Software Engineer - India Contract $20 - $45 / hour
Physics Expert (PhD) Contract $60 - $80 / hour
Finance Expert Contract $150 / hour
Designers Contract $50 - $70 / hour
Chemistry Expert (PhD) Contract $60 - $80 / hour

Examining the Fragmented Data on Black Entrepreneurship in North America

The data surrounding Black entrepreneurship in the United States and Canada is fragmented. This means that it is difficult to assess the number of Black-owned businesses and their economic impact accurately. To make sure that we are able to get an accurate picture of the state of Black entrepreneurship in these two countries, it is essential to find ways to standardize data collection and assessment.

Despite the significant contributions of Black entrepreneurs and business owners, there is a lack of reliable data for assessing their economic and financial impact. The existing information is often inconsistent, misinterpreted, or incomplete. This blog post will examine the current state of Black entrepreneurship in North America, identify where there are gaps in the available data, and propose some methods to standardize measures and assessments.

Data Gaps in North America

What are some good datasets for Data Science and Machine Learning?
Data Sciences – Data Analytics: Examining the Fragmented Data on Black Entrepreneurship in North America

The existing data on Black entrepreneurship in North America is fragmented across different sources. To begin with, there is no common definition or classification system used to measure Black-owned businesses. In addition, many studies rely on self-reported data which can be unreliable due to issues such as survey fatigue or respondent bias. Moreover, most of the available statistics are focused on businesses owned by African Americans rather than other ethnicities that comprise the broad category of “Black” such as Afro-Caribbeans or Afro-Latinos. Consequently, there is a need for more comprehensive data that includes all ethno-racial groups within this category.

In addition, access to capital remains a major barrier for Black entrepreneurs which further complicates our understanding of these businesses. Financing options are limited due to systemic racism and discrimination that have prevented many from obtaining traditional loans from banks or other private lenders. Therefore it is important to consider alternative financing sources when analyzing the financial health of these businesses.

Data Collection Challenges

Collecting accurate data on Black entrepreneurship can be challenging due to a lack of reliable sources. Many government agencies collect data on businesses by size, industry sector, ownership type, or geographic location; however, these categories often do not provide enough information about the demographics of business owners or their employees. Furthermore, some agencies may not collect any demographic information at all. As a result, there is no single source of comprehensive and consistent information on Black entrepreneurs in either country.

The Need for Standardized Data Collection

In order to assess the impact that Black entrepreneurs have on their communities and economies, it is necessary to be able to access accurate data regarding their presence. Unfortunately, currently available data does not provide a comprehensive view of this information. It is therefore important for policy makers, government officials, entrepreneurs, students, and other relevant stakeholders to work together to find solutions that will allow us to collect accurate data on Black-owned businesses across the two countries.

Standardizing Measures and Assessments

To standardize measures and assessments of Black entrepreneurship, it is essential to develop a unified definition and classification system across jurisdictions as well as consistent methods for collecting data. It should also include specific questions about race/ethnicity that allow researchers to collect more detailed information about each group’s particular needs and challenges. Furthermore, reliable baseline data should be collected regularly so that progress can be tracked over time. Finally, it will be important to focus not only on traditional sources of financing but also alternative funding options such as crowdfunding platforms or angel investors who may provide more accessible financing options for some entrepreneurs.

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Methods for Standardizing Data Collection

One way that we can begin standardizing data collection on Black-owned businesses is by creating a unified database of business owners that includes information such as location, industry type, number of employees, annual revenue, etc. This would make it easier for researchers and policy makers to assess the economic impact of these businesses with more accuracy than is currently possible with fragmented data sources. Additionally, conducting surveys and interviews with business owners can also help us better understand how they operate their businesses and what challenges they face when trying to grow their companies.

Another method that could be used is by increasing access to capital for these entrepreneurs through public-private partnerships or other initiatives focused on providing them with the resources they need in order to grow their businesses. This could include grants or low interest loans which would give them more financial stability and enable them to expand their operations or hire additional employees if needed. Finally, implementing education programs specifically designed for aspiring Black entrepreneurs could also help bridge some of the gaps in knowledge that many start up founders may have when starting a business.

Conclusion:

In conclusion, we must recognize the importance of reliable data when assessing the economic impact of Black entrepreneurship in North America as well as identifying opportunities for growth and improvement within this sector. While there are still gaps in our knowledge about this subject matter, standardized measures and assessments can help us fill those gaps and gain a better understanding of how best to support these businesses going forward. With better access to capital and resources tailored specifically towards their needs, we can ensure that Black entrepreneurs continue making valuable contributions to our economies both now and into the future.

There are numerous methods available for standardizing measures and assessments of Black entrepreneurship across North America. By working together collaboratively between various stakeholders such as policy makers, government officials, entrepreneurs themselves, students, etc., we can take steps towards reconciling the fragmented data on this subject matter so that we can gain a better understanding of its impact in our society today. With more accurate information at our disposal we will be better equipped to develop meaningful solutions aimed at empowering black entrepreneurs in these two countries moving forward.

AI Jobs and Career

And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.

Support Books and Business owned by Black Authors and Entrepreneurs in USA and Canada:

 
 

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Financing Black Business in Canada and USA: Challenges and opportunities

How to Make Money From Web Scraping? The Top 20 Tips

Loans and Financial Calculators

AI Jobs and Career

And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.

Job TitleStatusPay
Full-Stack Engineer Strong match, Full-time $150K - $220K / year
Developer Experience and Productivity Engineer Pre-qualified, Full-time $160K - $300K / year
Software Engineer - Tooling & AI Workflows (Contract) Contract $90 / hour
DevOps Engineer (India) Full-time $20K - $50K / year
Senior Full-Stack Engineer Full-time $2.8K - $4K / week
Enterprise IT & Cloud Domain Expert - India Contract $20 - $30 / hour
Senior Software Engineer Contract $100 - $200 / hour
Senior Software Engineer Pre-qualified, Full-time $150K - $300K / year
Senior Full-Stack Engineer: Latin America Full-time $1.6K - $2.1K / week
Software Engineering Expert Contract $50 - $150 / hour
Generalist Video Annotators Contract $45 / hour
Generalist Writing Expert Contract $45 / hour
Editors, Fact Checkers, & Data Quality Reviewers Contract $50 - $60 / hour
Multilingual Expert Contract $54 / hour
Mathematics Expert (PhD) Contract $60 - $80 / hour
Software Engineer - India Contract $20 - $45 / hour
Physics Expert (PhD) Contract $60 - $80 / hour
Finance Expert Contract $150 / hour
Designers Contract $50 - $70 / hour
Chemistry Expert (PhD) Contract $60 - $80 / hour

Let’s Find out how to Make Money From Web Scraping?

First of all, What is web scraping?

Web Scraping (also termed Screen ScrapingWeb Data Extraction, Web Harvesting etc.) is a technique employed to extract large amounts of data from websites whereby the data is extracted and saved to a local file in your computer or to a database in table (spreadsheet) format.

How to Make Money From Web Scraping

Web scraping can be a very useful skill to learn for anyone looking to start or further their career in data. Web scraping is the process of extracting data from websites, and it can be used to collect everything from images to contact information. While it may sound complicated, web scraping is actually quite simple once you get the hang of it. And best of all, it’s a skill that can be used to make money.

There are a number of ways to make money from web scraping. One popular way is to use web scraping for sport arbitrage. Sport arbitrage is the practice of betting on two different outcomes of the same event in order to profit from the difference in odds. Web scrapers can be used to quickly and easily find arbitrage opportunities by comparing the odds of different bookmakers.

Another way to make money from web scraping is to use it for e-commerce. Web scrapers can be used to collect product information and pricing data from multiple websites, making it easy to compare prices and find the best deals. This can be a great way to save money when shopping online, or even to start your own e-commerce business.

Of course, web scraping can also be used for more altruistic purposes.

If you want to make money with the knowledge of web scraping, you create a bot that successfully gets the valuable data you wished for, then sell the data or bot, or use it to buy or sell or make money on betting via sure bet.

There are some ways to make money using web scraping without selling data: Sport Arbitrage, Stock market, eCommerce, Niche News Aggregation (pick a niche, like celebrity news sites, scrape the top 10 sites, etc), Daily News (pay for a subscription to get past major site paywalls, then make the data free or discounted),Offline, intranet, or hard-to-access data, Lead Generation, Machine learning (Google images), Price monitoring (Ebay), Lead generation (Yelp) [scraping contact info for local biz], Market research (Brewdog) [scraping types of beer and their ratings, for example), App Development (Find Real Estate, Homes for Sale, Apartments & Houses for Rent | realtor.com®) [I can only assume scraping realty data and copying it], Academic Research (Techcrunch), Find Relevant Top Hashtags, etc…

Top Tips – How to make money using web scraping?

1- Sport Arbitrage

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Find Your AI Dream Job on Mercor

Your next big opportunity in AI could be just a click away!

Scraping data from betting sites is a good way to make money because you don’t have to sell data you obtained, but only use that data in your favor. If you never scraped a betting site, I recommend you first check my step by step tutorial Scraping a Betting Site in 10 Minutes where I show the basics of scraping a bookmaker.

It doesn’t matter what sports you like; chances are you or someone you know at least once earned some money betting on their favorite team. You might’ve won because of good luck or knowledge of the sport, but probably you’ve also lost because you can’t always guess what’s going to happen in the future. But what if you could make a profit regardless of the match outcome? This is called ‘surebet and isn’t new in the gambling world.

Surebet is a situation when a bettor can make a profit regardless of the outcome by placing one bet per each outcome with different bookmakers. This happens when different bookmakers have different odds for the same game due to either bookmakers’ differing opinions (statistics) on event outcomes or errors. We can find those errors by scraping different bookmakers.

Best practices

If you decided to make money with surebets, keep this in mind:

AI Jobs and Career

And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.

Avoid ‘account limitation’: Bookmakers, in general, dislike people who are good at gambling (no matter how they win); that’s why some people who earn money in betting sites get limitations. This means that you’d only bet a maximum amount of money per event set by the bookmaker — $5, $10, etc. If you start getting money with surebets, you may be seen as a ‘good bettor.’ To appear like an average person under bookmakers’ radars, experience bettors do this:Use many bookmakers: Create accounts in different bookmakers and spread your bets around them. It’ll be harder to identify you as a smart player in this way.

Round your stake: Although in the example I gave, I used decimal numbers; you shouldn’t do this just because most people don’t bet like that. Avoid decimal numbers at any cost and do your best to round your stake to the nearest number of five. If the formula gives you $47, then bet either $45 or $50 instead.

Do not make unnecessary withdrawals from a bookmaker: After you get some money don’t try to cash out right away or withdraw big amounts at once, this may arouse suspicion.

Avoid betting on smaller markets: Not many people bet on less popular sports like table tennis or water polo, so making money here would be suspicious. Mix up small and large markets.

Remember that limited accounts can still withdraw money. Hopefully, with the tips above, you’ll avoid limitations for a good time.

Finally, these are some markets where surebets happen often:Hand to Hand (Win or lose sports like tennis, baseball, etc.)

Double chance


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Both teams to score

Asian Handicaps

Over / Under

Ecommerce:

Speaking generally, web scraping is the act of programatically gathering information from websites.

Lets say you want to find the price of an item on an eCommerce website. Normally, you will visit the website, search for the item and then scroll until you find the item.

But now let’s say you want to do this for thousands of items, perhaps across multiple websites. Maybe you are starting your own business and you want to keep track of the going prices for a variety of items. Manually checking prices on all of them is going to be very time consuming. To help you do this work faster, you can write a web scraper.

So how does this work?

When you visit a website with your browser, a server sends you some files, and the browser then renders them into pages that look nice and are easy for a human to use (hopefully). But you don’t need a browser to ask for those files. You can also write a computer program that requests those files. A web scraper (usually) will not render those files into pretty, usable pages, but instead load them into a format that makes them easy for a machine to read extremely quickly.

At that point, you can scan all of the files for all of the prices, and do whatever you like with them. You could average them and output a number. Or output the minimum and maximum prices. Or output the prices of the highest rated listings for whatever product you are curious about. Or feed the numbers to a graphing library that visualizes the data. Or put them into an Excel sheet. The possibilities are endless!

Some websites are hostile to this practice, however, and make you jump through hoops to prove that you are a real user and not a computer program. This makes sense, because too many webscrapers crawling all over your website can slow your site down or crash it. It’s also a way for competitors to get real time data about you, and you may want to make it more difficult for them to do so.

Build Your Own Dataset With Beautiful Soup

How to download Images from Google using Python?

Stock Market Screening and Analysis: Using Web Scraping, Neural Networks, and Regression Analysis

Stock markets tend to react very quickly to a variety of factors such as news, earnings reports, etc. While it may be prudent to develop trading strategies based on fundamental data, the rapid changes in the stock market are incredibly hard to predict and may not conform to the goals of more short term traders. This study aims to use data science as a means to both identify high potential stocks, as well as attempt to forecast future prices/price movement in an attempt to maximize an investor’s chances of success. Read more…

How to Generate Leads with Web Scraping in Python

Lead Generation is crucial for any business, without new leads to fill your sales funnel it’s impossible to acquire your customers and grow your company. Some businesses garner a lot of inbound interest so PPC or social media ads may be enough to generate leads. But what if your product or service is something that most people don’t specifically search for? This might be a new technology, a niche product or B2B services where very few people might use a search engine to find you. Read more ….

Responsible Web Scraping: Gathering Data Ethically and Legally

Find Relevant Top Hashtags Using Python

The good thing about this code is that you do not need to log into any Instagram account. Anyone can access publicly available posts on Instagram using the hashtag. For example if you want to see the posts for the hashtag #newyork, you can do so by using the following URL:

    https://www.instagram.com/explore/tags/newyork
    Read more ...

If You are Web Scraping Don’t Do These Things

  • Don’t Hard Code Session Cookies:

So what should you do instead? Code your program to login and use the sessions to ensure your cookies get sent with every request!

s = requests.Session()
s.post("https://fakewebsite.com/login", login_data)for url in url_list:
response = s.get(url)

It takes just a little extra work but it will save you time from having to constantly update the code.

  • Don’t DOS Websites: Not that type of DOS. I mean Denial Of Service. If you don’t think you are doing this you should read this section because I’m about to blow your mind. Writing a for loop to access a website is a DOS.
  • Don’t Copy and Paste Reusable Code
  • Don’t Write Single Threaded Scrapers: Note that more threads doesn’t always mean better performance. This is because all these threads live on the same core. Confusing I know but this is something you will likely come across in testing.
  • Don’t Use the Same Pattern for Scraping: Many websites will ban you if you do the same thing over and over again. There are some strategies you can use to circumvent this.

Web scraping doesn’t have to be hard. The best thing you can do for yourself is build good tools that you can reuse and your web scraping life will be much easier. If you need assistance with a web scraping project feel free to reach out to me on twitter as I do consulting.

How to Web Scrape in 8 Minutes

Worldometers

Wordometers is a website that provides data on live world statistics, and is the website we are going to scrape. Specifically we are going to scrape world population data that is in a table (seen below). Scraping data from a table is one of the most used forms of web scraping because most often then not the data we need in tables are not downloadable. So instead of getting the data manually we let a computer do it in mere seconds.

Image for post

Beautiful Soup

Beautiful Soup is one of the most powerful web scraping libraries and in my opinion the easiest to learn which is why were going to use it.

Web scraping is a very powerful tool, where used in the right settings can make your life a whole lot easier

How to scrape an image from a website?

You can first extract images URLs (where the image is stored on the website) using Octoparse (a coding-free visual web scraping tool), and then download the images using image downloaders.

Which is the best OCR tool for extracting texts?

Online OCR Software

There are a few convenient and useful OCR tools in the Text Scanner such as below:

1. Images OCR

2. Screenshot OCR

3. Table OCR

4. Scanner/Digital Camera

OCR Conversions

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All the OCR tools above can provide a different type of OCR conversions to help users from different file formats on different devices.

1. Extract Text from PDF.

2. Extract Text from Image.

3. Extract Text from Screenshot.

4. Extract Excel from Image.

5. Scan Text from Camera or Scanner.

What etiquette should web scrapers follow? – Web scraping code of conduct:

Scraping articles/data that is otherwise not publicly available and re-publishing it for a for-profit company is generally a no-no. There are a lot of grey areas here, and there’s usually a paragraph on scraping policy in the Terms of Use on a website.

Scraping for your own personal use: no-one cares. Just make sure to throttle the process so you don’t hammer a website to the point it becomes a DDoS attack.

Scraping is legal. https://techcrunch.com/2022/04/18/web-scraping-legal-court/

I’m not sure if there is any real law against scraping, but there are licensing issues regarding data published. If someone is paying for a data provider, and you scrape that data, that may not be legal for you to collect and redistribute.

Web Scraping with Python: from Fundamentals to Practice

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How do deal with https-domains with SSL certificates in BeautifulSoup? And please don’t say use verify = False:

BeautifulSoup is a library for pulling data out of HTML and XML. You have to make a request using another library(e.g. requests) to get HTML content of the page and pass it to BeautifulSoup for extracting useful information.

I haven’t faced with any problems during scraping HTTPs sites using requests lib.

For anyone who goes with requests as your HTTP client, I would highly recommend adding requests-cache for a nice performance boost.

Why does Python not separate data into columns when exporting web scraping results to .csv?

Make sure to set the separator to , (I think the default is ;?).

Also, you should use BeautifulSoup(page.text) instead of BeautifulSoup(page.content). If you give it bytes rather than text, BeautifulSoup has to guess the text encoding, which is slow and can produce incorrect results.

And at the end, remember to call soup.decompose() to let python free up the memory.

How do I turn web scraping into a business?

Start by identifying the problem your service can solve. Eg, e-commerce companies wanting real time data on retail trends in their space, or financial firms wanting data on hiring trends gleaned from jobs postings, etc. If you can show how your tool addresses that problem better or cheaper than the current solution, and thus creates value and $ for your audience, you’ve got a business.

Is it possible to do web scraping without using any third-party modules?

Uh, of course you can. Here I wrote this just for you. I tried to make it slightly realistic so I gave it some error handling, a stopping point, absolute URL handling, and multithreading.

I think the first barrier you’ll run into with this is Python’s native HTML parser is very strict about what valid HTML is so it won’t interpret things the same way your web browser will. For that, I suggest using lxml as a parser (but that is a third-party module).

from collections import deque
from html.parser import HTMLParser
from threading import Lock
from urllib.error import HTTPError
from urllib.parse import urljoin
from urllib.request import urlopen
from concurrent.futures import ThreadPoolExecutor

NUMBER_OF_THREADS = 10
MAX_DEPTH = 3
TARGET_URL = r"https://www.reddit.com/r/Python/comments/v89fm9/is_it_possible_to_do_web_scraping_without_using/"


class MyHTMLParser(HTMLParser):
    def __init__(self, url=None):
        super().__init__()
        self.links = []
        self.url = url

    def handle_starttag(self, tag, attrs):
        if tag == "a":
            if "href" not in dict(attrs):
                return

            href = dict(attrs)["href"]

            # Convert relative links to absolute links
            if self.url:
                href = urljoin(self.url, href)

            self.links.append(href)


def get_html(url):
    """
    Get the content of a URL.
    """
    try:
        return urlopen(url).read().decode("utf-8")
    except HTTPError as e:
        return e.read().decode("utf-8")



def parse_html(html, url=None):
    """
    Parse the HTML of a web page.
    """
    parser = MyHTMLParser(url)
    parser.feed(html)
    return parser


def handle(url, depth, callback, lock):
    """
    Handle a web page.
    """
    html = get_html(url)
    links = parse_html(html, url).links

    # Lock when printing to the terminal to avoid two threads printing at the same time
    with lock:
        print(depth, url)

    for link in links:
        # Lock when adding to the queue to avoid two threads adding to the queue at the same time
        with lock:
            callback((depth + 1, link))


def crawl(url, max_depth):
    """
    Crawl a web page.
    """
    seen = set()
    crawling = deque([(0, url)])
    lock = Lock()
    with ThreadPoolExecutor(max_workers=NUMBER_OF_THREADS) as executor:
        tasks = []
        while crawling:
            depth, url = crawling.popleft()

            # If the depth is equal to the maximum depth, skip the URL (remember depth starts at 0)
            if depth == max_depth:
                continue

            # If the URL has already been seen, skip it
            if url in seen:
                continue
            seen.add(url)

            # Submit the task and add the task to the list of tasks
            tasks.append(executor.submit(handle, url, depth, crawling.append, lock))

            # If the queue is empty and we still have tasks, wait for them one by one until we have something to do
            while tasks and not crawling:
                tasks.pop().result()


if __name__ == "__main__":
    crawl(TARGET_URL, max_depth=MAX_DEPTH)

How to Make Money From Web Scraping – To conclude:

Web scraping can be a great way to make money online. There are a few different ways to go about it, but one of the most popular is to scrap web pages for sport arbitrage. This involves looking for discrepancies in odds between different bookmakers and then placing bets accordingly. Another way to make money from web scraping is to create a dataset with Beautiful Soup, a Python-based tool for extracting data from HTML and XML documents. This can be used to create a database of products for an ecommerce site, or to generate leads for a sales team. Finally, it’s also possible to scrape images from websites. This can be useful for creating memes or for other creative purposes. However, it’s important to follow the etiquette of web scraping and only scrape data that is publicly available. Otherwise, you could face legal action.

Web scraping can also be used to supplement your main income. In order to make money from web scraping, you will need to find a reliable source of data. One of the best places to find data for web scraping is Worldometers. This website provides a wealth of information on a variety of topics, and it is constantly updated with new data. Another great place to find data for web scraping is Beautiful Soup. Python is one of the best programming languages for web scraping, and it is relatively easy to learn. Once you have learned how to use Python for web scraping, you can start generating leads or collecting data for research purposes. Web scraping can be an extremely lucrative business, and it is a great way to make money online.

How to Make Money From Web Scraping? – Python Breaking News

I have created a referee locator app and listed how to become a referee anywhere in US and Canada at Amateur Referees Locator – How to become a referee? – Djamga – ShowUpAndPlaySports

12- Buy and sell popular or efficient cars (Japanese makes like Corolla, Camry, Honda, etc…) on Craigslist , kijiji, facebook marketplace or any local popular online used item market site.

13- Learn web design, coding and apply for part time consulting gigs at Remote Jobs: Design, Programming, Rails, Executive, Marketing, Copywriting, and more. or any other site posting IT work remote jobs in US or Canada.

14- Organize sports tournaments (soccer, basketball, hockey): Rent good and inexpensive fields, convince friends to create teams, run a great campaign and organize amateur sport tournaments monthly and you can easily make $5000 after expenses if you do it right. This is not easy though, you must know local players and team captains and convince them to join.

AI Jobs and Career

And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.

15- Become a freelancer writer If you’re creative about how you write (hint: use speech to text and edit down into prose) you can get your hourly > $40/hour even at rates like $1/100 words.

16- Learn to play poker either online or in-person. Online, go for low-stakes and grind out your cash. Live, go for higher stakes and hunt down atrocious players (see my answer to How much can a competitive online poker player make? for more)

17- Become a tutor that focuses on students that are under-performing in the subjects you’re best at.

18- Do contract sales for companies that pay you recurring revenue. Over time, if you take care of your accounts, you won’t even need to close new ones if the retention rate is high.

19- Arbitrage mispriced items on Craigslist or kijiji

20- Arbitrage textbooks on Amazon. Time it with quarters / semesters / school years ending and hold until next quarter / semester / school year.

Bonus1- Drive 20 hours a week for Uber or https://lyft.com


AI Unraveled: Demystifying Frequently Asked Questions on Artificial Intelligence (OpenAI, ChatGPT, Google Gemini, Generative AI, Discriminative AI, xAI, LLMs, GPUs, Machine Learning, NLP, Promp Engineering)

Bonus2- Buy vending machines so that your cashflow for your investment is $1,000-$2,000 a week

Bonus- More opportunities here

How to get to My saved Payment Buttons in Paypal?


AI Jobs and Career

And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.

Job TitleStatusPay
Full-Stack Engineer Strong match, Full-time $150K - $220K / year
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How to get to My saved Payment Buttons in Paypal?

As a small business owner who uses paypal for transactions, I always find it hard to get to my saved payment buttons in paypal to edit them.

I don’t know for the life of me why Paypal makes it so difficult and don’t document it. The only thing I can think of is that Paypal doesn’t want merchants to use those buttons anymore and want us to upgrade to business accounts where they can a monthly fee.
I have decided to blog about it to help my fellow small business owners who work hard and to also help myself, because whenever i find it, i always forget how i did it the next time.
As of October 2018, this is what i do to get to my saved payment buttons in paypal.




  • Log into your paypal account and go to Profile on the top left of the page.
  • Click on Profile and Settings
  • Click on “my Selling Tools” on the left menu
  • Click on Manage Selling on the right et voila….



They might change it again in the future to confuse us, but I will update it again if it happens.
Paypal already gets a fee on all transaction made on our site and they want to squeeze more by forcing us to upgrade. Don’t get fouled…..and stay woke.
Enjoy!!!!!

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Watch a video or find out more here.

Here are some highlights:
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Look professional and communicate as you@yourcompany.com. Gmail's simple features help you build your brand while getting more done.

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Check emails, share files, edit documents, hold video meetings and more, whether you're at work, at home or on the move. You can pick up where you left off from a computer, tablet or phone.

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