Karina Samsonova

Karina SamsonovaNov 2, 2026

You can learn Python for $0. You can learn SQL for $0. You can learn Data Science for $0. You can learn AI Engineering for $0. But only for ONE WEEK. From November 2–8, 𝗮𝗹𝗹 𝟳𝟬𝟬+ DataCamp courses, career tracks, and certifications are 𝗙𝗥𝗘𝗘. No credit card required. 𝗙𝗿𝗲𝗲 𝗔𝗰𝗰𝗲𝘀𝘀 𝗪𝗲𝗲𝗸 𝗣𝗮𝗴𝗲 https://lnkd.in/dzqcqdNf I’ve worked in data for years, and one thing I’ve learned is that you don’t need to know every tool to build a successful career. You need to get really good at a few. I've used DataCamp myself to sharpen my skills in Python, I keep recommending them for their hands-on learning approach. If I were starting over today, I’d focus on SQL, Python, and one visualization tool. 𝗛𝗲𝗿𝗲’𝘀 𝗲𝘅𝗮𝗰𝘁𝗹𝘆 𝘄𝗵𝗮𝘁 𝗜’𝗱 𝘁𝗮𝗸𝗲: 𝗦𝗤𝗟 → SQL Fundamentals Track: https://lnkd.in/dJsSNDRs → Associate Data Analyst in SQL Track: https://lnkd.in/d29SFAyy 𝗣𝘆𝘁𝗵𝗼𝗻 → Python Data Fundamentals Track: https://lnkd.in/dDgPXXAY → Data Analyst in Python: https://lnkd.in/dpC8vtcB 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 → Power BI Fundamentals: https://lnkd.in/d8cpVCD3 → Data Analyst in Power BI: https://lnkd.in/d_jS2Aib (Prefer Tableau? → Tableau Fundamentals: https://lnkd.in/dbQHccjJ ) 𝗥𝗲𝗮𝗱𝘆 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗼𝗿 𝗔𝗜? → Associate Data Scientist in Python: https://lnkd.in/dkf6Z64A → Associate AI Engineer for Data Scientists: https://lnkd.in/d3j8t3Ta And I’d spend more time actually practicing than watching tutorials. That’s what I like about DataCamp. You 𝘄𝗿𝗶𝘁𝗲 𝗰𝗼𝗱𝗲 𝗳𝗿𝗼𝗺 𝘁𝗵𝗲 𝗳𝗶𝗿𝘀𝘁 𝗹𝗲𝘀𝘀𝗼𝗻, work through exercises, and apply what you’re learning instead of just watching someone else do it. 𝗔𝗻𝗱 𝘁𝗵𝗲𝗶𝗿 𝗰𝗮𝗿𝗲𝗲𝗿 𝘁𝗿𝗮𝗰𝗸𝘀 𝗺𝗮𝘁𝗰𝗵 𝘄𝗵𝗮𝘁 𝗰𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗮𝗿𝗲 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗶𝗿𝗶𝗻𝗴 𝗳𝗼𝗿. 𝗢𝗻𝗲 𝘄𝗲𝗲𝗸 𝘄𝗼𝗻’𝘁 𝗺𝗮𝗸𝗲 𝘆𝗼𝘂 𝗷𝗼𝗯-𝗿𝗲𝗮𝗱𝘆. 𝗕𝘂𝘁 𝗶𝘁’𝘀 𝗲𝗻𝗼𝘂𝗴𝗵 𝘁𝗼 𝗴𝗼 𝗳𝗿𝗼𝗺 “𝗜’𝗹𝗹 𝘀𝘁𝗮𝗿𝘁 𝗻𝗲𝘅𝘁 𝘆𝗲𝗮𝗿” 𝘁𝗼 “𝗜’𝗺 𝗼𝗻 𝗺𝘆 𝘄𝗮𝘆.” 𝑃𝑖𝑐𝑘 𝑂𝑁𝐸 𝑠𝑘𝑖𝑙𝑙 𝑦𝑜𝑢’𝑣𝑒 𝑏𝑒𝑒𝑛 𝑝𝑢𝑡𝑡𝑖𝑛𝑔 𝑜𝑓𝑓 𝑙𝑒𝑎𝑟𝑛𝑖𝑛𝑔 𝑎𝑛𝑑 𝑠𝑡𝑎𝑟𝑡 𝑡ℎ𝑒𝑟𝑒. 🔗 𝐸𝑥𝑝𝑙𝑜𝑟𝑒 𝐷𝑎𝑡𝑎𝐶𝑎𝑚𝑝’𝑠 𝐹𝑟𝑒𝑒 𝐴𝑐𝑐𝑒𝑠𝑠 𝑊𝑒𝑒𝑘: https://lnkd.in/dzqcqdNf 𝑁𝑜𝑣𝑒𝑚𝑏𝑒𝑟 2–8 𝑜𝑛𝑙𝑦. 𝑁𝑜 𝑐𝑟𝑒𝑑𝑖𝑡 𝑐𝑎𝑟𝑑 𝑟𝑒𝑞𝑢𝑖𝑟𝑒𝑑. 𝗡𝗼 𝗲𝘅𝗰𝘂𝘀𝗲𝘀. ♻️ Repost so someone in your network can learn a new skill for free. Paid partnership with DataCamp

Karina SamsonovaNov 2, 2026

You can learn how AI works by playing a game. Most people use AI every day without knowing what happens inside it. These 8 free games and tools let you see it for yourself. 𝗚𝗮𝗻𝗱𝗮𝗹𝗳 Trick an AI wizard into revealing a secret password. Every level adds a new defence, and you learn why AI can be manipulated. gandalf.lakera.ai/baseline 𝗤𝘂𝗶𝗰𝗸, 𝗗𝗿𝗮𝘄! You have 20 seconds to doodle while a neural network guesses what you are drawing. You see a model recognise patterns in real time. quickdraw.withgoogle.com 𝗦𝗲𝗺𝗮𝗻𝘁𝗹𝗲 Guess the secret word, and each guess is scored by how close it is in meaning. It is the same idea AI uses to understand language. semantle.com 𝗧𝗲𝗻𝘀𝗼𝗿𝗙𝗹𝗼𝘄 𝗣𝗹𝗮𝘆𝗴𝗿𝗼𝘂𝗻𝗱 Build a small neural network in your browser, change the layers and watch it learn. playground.tensorflow.org 𝗧𝗲𝗮𝗰𝗵𝗮𝗯𝗹𝗲 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 Train your own model on images, sounds or poses with your webcam. No coding needed. https://lnkd.in/dMMad9Ms 𝗪𝗵𝗶𝗰𝗵 𝗙𝗮𝗰𝗲 𝗜𝘀 𝗥𝗲𝗮𝗹 Two faces, one generated by AI. Pick the real one. It is harder than you think. whichfaceisreal.com 𝗢𝗱𝗱 𝗢𝗻𝗲 𝗢𝘂𝘁 Spot the AI-generated image hidden among real artworks from Google Arts & Culture. https://lnkd.in/ddmH4xt2 𝗦𝘂𝗿𝘃𝗶𝘃𝗮𝗹 𝗼𝗳 𝘁𝗵𝗲 𝗕𝗲𝘀𝘁 𝗙𝗶𝘁 A six-minute game about hiring, where you see how an AI trained on past decisions picks up human bias. survivalofthebestfit.com Save this and play one tonight. 𝐏.𝐒. I share my experience, data analytics & data science tips in my free newsletter. Join 9000+ readers here -> https://lnkd.in/dYUsg8GS

Karina SamsonovaNov 3, 2026

I just gave Employee of the Month to someone who doesn’t even have a salary. His name is Viktor. He’s an AI employee, and he saves me 8 hours of work every week. But that’s not actually why he got the award. Viktor works inside Slack or Microsoft Teams, connects to the tools you already use, and takes responsibility for ongoing work. I gave him two roles: Content Performance Analyst, analysing my content every week against historical results, and Researcher, bringing me the data and AI stories worth covering. His performance review: ✓ 32 hours saved this month, around 5 hours a week on research and 3 on content analysis. That’s almost a full working week back. ✓ The result that won him the award. His weekly breakdown showed that short videos explaining the surprising stories behind everyday technology were reaching people well beyond my existing followers. I tested it with a Reel about Ctrl+Alt+Delete, and it became my best-performing trial Reel on Instagram, with 23,000 views. He still proposes and I approve, so every important action waits for my yes. For months we’ve talked about learning how to use AI. I think the next skill is learning how to manage it: how to delegate, set expectations, evaluate results and give feedback. And apparently, I now have to figure out how to organise an Employee of the Month award for someone who lives in Slack. If you want to hire your own AI employee, meet viktor.com You can start free. Full link in the first comment. #AIemployee #FutureOfWork Paid Partnership