Why Learn AI?
In today's world, Artificial Intelligence (AI) is becoming unavoidable. Whether you're in IT, marketing, finance, healthcare, or education, a basic understanding of AI can help you stay relevant and grow faster. In this blog, we list top online tools, courses, and books to help you learn AI from scratch.
Online Courses to Learn AI
Here listing out few online courses and their platforms.
| Platform | Course Title | Best For |
|---|---|---|
| Coursera | AI for Everyone – Andrew Ng | Beginners, Non-coders |
| Udemy | Python for Data Science & ML Bootcamp | Beginners with coding |
| fast.ai | Practical Deep Learning for Coders | Intermediate learners |
| Google AI | Learn with Google AI | Beginners to intermediate |
| Harvard edX | CS50’s Introduction to AI with Python | Students with coding basics |
| Simplilearn | AI for Beginners | General overview |
| Tech With Tim | Python + AI Projects | Practical learning with projects |
| CodeBasics | ML/AI with real-life visuals | Visual learners |
Top Books to Understand AI (From Basics to Advanced)
| Book Title | For Whom | What You'll Learn |
|---|---|---|
| "AI Basics for Everyone" – Tom Taulli | Complete Beginners | Core AI concepts, real-world examples |
| "Artificial Intelligence: A Guide" – Melanie Mitchell | Non-tech background | Big-picture view, ethics, real-world use cases |
| "Make Your Own Neural Network" – Tariq Rashid | Python-savvy beginners | Neural nets with simple math and code |
| "Hands-On ML with Scikit-Learn, Keras & TensorFlow" – Aurélien Géron | Intermediate coders | Practical AI, deep learning with real datasets |
| "Deep Learning" – Ian Goodfellow | Advanced learners | University-level theory, research insights |
AI Learning Roadmap
- Start with Concepts – Understand AI, ML, DL, NLP.
- Learn Python Basics – Variables, loops, functions, classes.
- Cover Math Foundations – Linear algebra, probability, statistics.
- Explore Machine Learning – Supervised vs. unsupervised learning.
- Understand Deep Learning – Neural networks, CNN, RNN.
- Build Projects – Chatbots, classifiers, recommendation engines.
- Use Tools – LangChain, HuggingFace, TensorFlow, OpenAI API.
Websites Worth Exploring
- https://teltam.in – AI blogs, tools, and videos in Tamil
- https://www.kaggle.com – Practice with real datasets
- https://paperswithcode.com – See papers + working code
- https://openai.com – Learn about ChatGPT, GPT models, API usage
Final Thoughts
AI is not just for tech experts. Anyone with curiosity can start today and build skills step-by-step. Choose one course, pick a beginner-friendly book, and begin your journey into the AI future.
Stay tuned to Teltam.in for more blogs, tutorials, and Tamil content on AI — because learning AI should be accessible for everyone
