Artificial Intelligence

*For Jobs and Internships opportunities in Ai and Data Science.* https://whatsapp.com/channel/0029VaE0DrvDZ4LgCbLKkW43

*Artificial Intelligence on WhatsApp* 🚀 _Top AI Tools on WhatsApp You Can Use Right Now!_ Experience *the power of Artificial Intelligence* —right from your WhatsApp! 1. *ChatGPT* – Your go-to AI for anything and everything. https://wa.me/18002428478 2. *Meta AI* – Smart and seamless for everyday tasks. https://wa.me/13135550002 3. *Microsoft Copilot* – Your productivity powerhouse. https://wa.me/18772241042 4. *Shmooz AI* – A conversational buddy at your fingertips. https://wa.me/12014166644 5. *Jinni* – Your personal genie for quick solutions. https://wa.me/447457403599 6. *You.com* – AI that adapts to your search needs. https://wa.me/1585496-8266 7. *WizAI* – Your wizard for smarter insights. https://wa.me/4915151853491 8. *GuideGeek* – Travel smarter with AI-powered tips. https://wa.me/12058922070 9. *MobileGPT* – AI designed for mobile efficiency. https://wa.me/27767346284 10. *LuzIA* – Your multilingual AI assistant. https://wa.me/34613288116 11. *Truora Genie AI* – Simplify tasks with a click. https://wa.me/16204458887 12. *August AI* – Your AI-powered productivity partner. https://wa.me/918738030604 13. *HeyPat AI* – Smart, fast, and reliable. https://wa.me/918738030604 14. *Dola AI* – AI that handles tasks with ease. https://wa.me/16502234435 Click, chat, and watch these AI change the way you work and live! 😊 Join our WhatsApp channel: https://whatsapp.com/channel/0029Va8iIT7KbYMOIWdNVu2Q

🚀 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐯𝐬 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐭 𝐯𝐬 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭 – 𝐖𝐡𝐚𝐭’𝐬 𝐭𝐡𝐞 𝐃𝐢𝐟𝐟𝐞𝐫𝐞𝐧𝐜𝐞? Confused between these three trending roles in the data world? 🤔 Here's a simple breakdown: 👷‍♂️ 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 🔹 Builds and manages data pipelines 🔹 Designs cloud architectures 🛠 Tools: AWS, Apache Spark, Databricks, SQL, Python, Airflow 📊 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐭 🔹 Analyzes data for insights 🔹 Creates dashboards and reports 🔹 Supports data-driven decisions 📈 Tools: Excel, Power BI, Tableau, SQL 🧠 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭 🔹 Builds machine learning models 🔹 Predicts trends from data 🔹 Performs statistical analysis 🧪 Tools: Python, TensorFlow, Scikit-learn, Keras Whether you're building the infrastructure, uncovering insights, or predicting the future — each role is essential in turning raw data into real-world impact. 🌍

*Top 7 Python Frameworks for AI Agents* 1. LangChain 2. Microsoft AutoGen 3. CrewAI 4. Haystack by Deepset 5. Hugging Face SmolAgents 6. LangGraph 7. OpenAI Agents Python

*2027 : RIP 💐Data Scientist* Model building is but one facet of a data scientist's role 🪦 The core has always been translating business requirements into data problems, effective cross-functional collaboration, and delivering actionable insights that solve real-world challenges. The emergence of GenAI, LLMs, sophisticated coding co-pilots, and platforms like MCPs is undoubtedly shifting our workflows and capabilities. However, the pivotal question remains unchanged: Is your work generating meaningful impact? Technological stacks evolve; the analytical rigor and problem-centric approach are what sustain a data scientist's value.

The UAE just became the first country in the world to offer free ChatGPT Plus ($20 per month) subscriptions to all its citizens, fully covering the cost nationwide. This move is part of a larger partnership with OpenAI, which also includes building a massive AI data center in Abu Dhabi called Stargate UAE, set to open in 2026. The center will drive national AI projects across education, healthcare, and government services. This effort connects to OpenAI’s new “for Countries” program, an initiative designed to help governments roll out AI infrastructure using US-backed systems. It is a bold and forward-thinking strategy. While most countries are still figuring out their first steps with AI, the UAE is making sure every citizen can use it in daily life, at work, and in school.

*Top 10 YouTube channels to learn AI from scratch:* 1) *Andrej Karpathy* - a blend of general and technical content, Zero to Hero playlist is a must-watch youtube.com/andrejkarpathy 2) *Umar Jamil* - highly technical, implements ML and LLM techniques from scratch youtube.com/@umarjamilai 3) *Simon Oz* - technical low-level machine learning videos youtube.com/@szymonozog7862 4) *Tunadorable* - paper review, implementation, triton youtube.com/@Tunadorable 5) *GPU Mode* - technical interviews and walkthroughs about anything related to GPUs youtube.com/@GPUMODE 6) *AI Jason* - AI experiments, software design, and new techniques beautifully explained youtube.com/@AIJasonZ 7) *Ferdinand Mom* - everything related to distributed training & inference youtube.com/@FerdinandMom 8) *Welch Labs* - unique in-depth look at machine learning complexities like nobody else youtube.com/@WelchLabsVideo 9) *Artem Kirsanov* - neuroscience and machine learning from a different look, great visuals youtube.com/@ArtemKirsanov 10) *David Ondrej* - new models, building apps with AI, practical for developers youtube.com/@DavidOndrej

Circle of Life IN LLM's This is what you are going to see 😀

*Google introduced AI Mode* 🔥 (AI in Google Search is limited to the USA now) Google is taking its next big step in artificial intelligence by adding interactive capabilities to its flagship product. Official AI Mode and all AI Features in Search Announcement from Google today 👇 🇺🇸 Starting today Google is rolling out AI Mode in the US: Over the coming weeks, you’ll see a new tab for AI Mode appear in Search and in the search bar in the Google app. 🔭 AI Mode uses a query fan-out technique, breaking down questions into subtopics and issuing a multitude of queries simultaneously for you: This enables Search to dive deeper into the web than a traditional search on Google. 👀 This is just the start: As Google gets feedback, they'll graduate many features and capabilities from AI Mode right into the core Search experience. 👯 They're bringing a custom version of Gemini 2.5, their most intelligent model, into Search for both AI Mode and AI Overviews in the US. 🍿 New advanced capabilities coming to AI Mode: *AI Mode with Deep Search:* For questions where you want an even more thorough response. It can issue hundreds of searches, reason across disparate pieces of information, and create an expert-level fully-cited report in just minutes, saving you hours of research. *Agentic Capabilities:* Google is bringing agentic capabilities of Project Mariner into AI Mode, to help save time with tasks like purchasing tickets. This will start with event tickets, restaurant reservations and local appointments with companies like Ticketmaster, StubHub, Resy and Vagaro. New AI Mode shopping experience with Gemini model capabilities with their Shopping Graph to help browse for inspiration, think through considerations, and narrow down products. Personal context in AI Mode, for tailored results: AI Mode will offer personalized suggestions based on your past searches. You can also opt in to connect other Google apps, starting with Gmail, to bring in more of your personal context. Eg. AI Mode can show you restaurants with outdoor seating based on your past restaurant bookings and searches. Read more: Blog: https://blog.google/products/search/google-search-ai-mode-update/