Artificial Intelligence - Data Science - ML
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Explore Today's Highlights: Dive into our curated selection of top articles, specially picked for you.

🔸10 GPTs for Your Daily Use
https://analyticsindiamag.com/10-gpts-for-your-daily-use/

🔸GitHub Positions AI as Pivotal in Software Development Journey
https://analyticsindiamag.com/github-positions-ai-as-pivotal-in-software-development-journey/

🔸When, and When Not to RAG
https://analyticsindiamag.com/when-and-when-not-to-rag/
*Startups across the world, remotely hiring freshers in data/AI roles right now!*🦾

- Data Engineer - https://www.workatastartup.com/jobs/48680
- ⁠Machine Learning Developer - https://www.workatastartup.com/jobs/46959
- ⁠Machine Learning Engineer - https://www.workatastartup.com/jobs/42055
- ⁠Generative AI Engineer - https://www.linkedin.com/jobs/view/3821140465
- ⁠Data Scientist - https://www.linkedin.com/jobs/view/3820785796
- ⁠Content Writer - Artificial Intelligence - https://www.linkedin.com/jobs/view/3814263081
- ⁠Intern - Generative AI - https://www.linkedin.com/jobs/view/3798641318
- ⁠AI and Blockchain Research Analyst - https://www.linkedin.com/jobs/view/3815121181
- ⁠AI Tutor - https://www.linkedin.com/jobs/view/3791151784
Forwarded from San
Researchers reviewed over 19,000 work tasks, especially those involving language, to figure out their need for human input and predict how AI might change jobs. IT & Finance Are Likely to See the Most AI Changes. Here are the results.
Have you heard?

Microsoft is shaking up gaming with AI-powered 3D experiences for Copilot.

Their Feb 2025 'Muse' model generates gameplay on the fly. Imagine asking Copilot in Minecraft for inventory tips.

Could this replace lengthy YouTube tutorials?

More: https://techcrunch.com/2025/03/10/microsoft-appears-to-be-working-on-3d-gaming-experiences-for-copilot/
How LLMs Work — Explained Like You’re 10 (But Smarter) 🤓

Tokens – AI chops text into little pieces to understand it

Attention – It focuses only on the important words

Transformers – The brain design that powers the magic

Parameters – Billions of settings help it "remember" stuff

Training – First it reads the whole internet. Then it learns tasks

Prompts – Ask the right way, get a better answer

Context – It has a short memory, so keep it clear

Temperature – Low = serious, high = wild and creative

Embeddings – Turns words into numbers it can use

Few-shot/Zero-shot – It learns fast, sometimes with no examples

Chain-of-thought – Ask it to think step-by-step = smarter answers

Inference – You ask, it answers. That’s the payoff

Hallucination – Sometimes it just... makes stuff up

RLHF – Humans teach it what’s helpful or harmful

Alignment – We train it to follow human values

@aipost 🪙 | Our X 🥇
Infographic: Few Americans Enjoy Using AI

This chart shows the share of respondents who are excited about using artificial intelligence applications in daily life.

📌 Source | 👥  Chat
If you understand these 8 classic ML algorithms, u can solve most real-world prediction problems even before touching deep learning.

These 8 algorithms are timeless:
Linear Regression — predict continuous values (pricing, demand, forecasting)
Logistic Regression — classification baseline (fraud/churn/risk)
Decision Trees — interpretable decision-making
Random Forest — strong performance with minimal tuning
SVM — great for clean high-dimensional boundaries
KNN — simple, intuitive “similarity-based” learning
Naive Bayes — fast, surprisingly strong for text classification
Neural Networks — non-linear learning + representation building

Why these models still matter in 2026 ? Because they teach you the real skills that modern AI still relies on:

✅ feature engineering
✅ bias vs variance tradeoffs
✅ interpretability
✅ decision boundaries
✅ overfitting control
✅ evaluation mindset

Even in the LLM era, Don’t chase 100 algorithms, Master these 8. Then build projects that combine them with real data + evaluation
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