AI Tutorials in Hindi
Artificial Intelligence Scratch Se
Seekho — Bilkul Free
Machine Learning, Deep Learning aur Generative AI — simple Hindi me, real examples ke saath. Koi paid course nahi chahiye.
๐ Poora Course — Ek Nazar Me
Yeh Kaise Kaam Karta Hai
Teen simple steps me AI seekho — theory se lekar career tak.
Padho
Beginner-friendly tutorials — concepts saaf Hindi me.
Banao
Python code likho, real projects banao.
Job Pao
Interview prep aur career roadmap se AI Engineer bano.
๐ค AI Basics
AI kya hai, kaise kaam karta hai, history aur types — yahan se shuru karo.
AI Kya Hai?
Definition, history, importance — beginners ke liye.
AI vs ML vs DL
Teen terms ka clear aur simple fark.
AI Kaise Kaam Karta Hai?
Data, training, prediction — step by step.
AI Applications
Healthcare, finance, education, gaming me AI.
AI History
1950 se 2026 tak ka poora safar.
Types of AI
Narrow AI, General AI, Super AI — explained.
๐ Machine Learning
Machines ko data se seekhna sikhao — algorithms aur Python implementation ke saath.
ML Introduction
ML kya hai, kaise kaam karta hai.
Linear Regression
Price prediction, continuous output.
Logistic Regression
Classification problems, probability.
Decision Trees
Tree-based decision making — easy to samajhna.
Random Forest
Ensemble method — better accuracy.
K-Means Clustering
Unsupervised learning — data grouping.
SVM
Support Vector Machine — classification.
Model Evaluation
Accuracy, precision, recall, F1-score.
๐ง Deep Learning
Neural networks — AI ka brain, TensorFlow aur PyTorch se implementation.
Neural Networks Intro
Neurons, layers, activation functions.
CNN
Convolutional Networks — images ke liye.
RNN & LSTM
Sequential data, time series prediction.
Backpropagation
Model kaise seekhta hai — simply explained.
TensorFlow Basics
Google ka DL framework — step by step.
PyTorch Basics
Meta ka DL framework — research favorite.
๐ฌ NLP — Natural Language Processing
Machines ko human language samajhna sikhao — text processing se chatbots tak.
NLP Introduction
Language AI kya hai, kaise kaam karta hai.
Text Preprocessing
Tokenization, stemming, lemmatization.
Sentiment Analysis
Positive/negative review detect karna.
Chatbot Banana
Simple AI chatbot Python me banana.
Named Entity Recognition
Names, places, dates auto detect karna.
Word Embeddings
Word2Vec, GloVe — words ko numbers me.
✨ Generative AI
ChatGPT, Gemini, Claude — inke peeche ki technology seekho, aur khud banao.
GenAI Kya Hai?
Generative AI basics, types, use cases.
LLMs Kaise Kaam Karte Hain?
GPT-4, Gemini, Claude — andar se samjho.
Transformers Architecture
Attention mechanism, encoder-decoder.
Prompt Engineering
AI se best output nikalne ka tarika.
Fine-tuning LLMs
Apne data par model train karna.
RAG
LLM + apni knowledge base — powerful combo.
Image Generation AI
Stable Diffusion, DALL-E kaise kaam karta hai.
AI Agents
Autonomous AI systems — future of AI.
๐️ Computer Vision
Machines ko dekhna sikhao — image recognition, object detection, face detection.
๐ ️ AI Tools & Frameworks
Industry-standard tools jo har AI developer ko aane chahiye.
Machine Learning
Deep Learning
GenAI & LLM
Data & Visualization
⚖️ AI Ethics & Responsible AI
AI powerful hai — sahi tarike se use karna bhi utna hi zaroori hai.
๐ AI Projects
Theory ke baad practice — real projects jo portfolio me daalo aur job pao.
House Price Predictor
Linear Regression — beginner friendly.
Sentiment Analyzer
Review positive/negative classify karo.
Image Classifier
CNN se photos categorize karna.
AI Chatbot
LangChain + OpenAI API se chatbot banana.
Stock Price Predictor
LSTM se time series prediction.
Disease Detector
Medical images se AI diagnosis.
๐ฏ Quiz & Interview Questions
Practice karo, AI/ML interview crack karo — freshers aur experienced dono ke liye.
AI Basics Quiz
Fundamentals MCQs — test your basics.
ML Quiz
Algorithms, metrics, ML concepts.
Deep Learning Quiz
Neural networks, CNN, RNN MCQs.
GenAI Quiz
LLMs, transformers, prompting MCQs.
Top 50 Interview Q&A
Freshers & experienced dono ke liye.
AI Coding Challenges
Practical problems with solutions.
๐ผ AI Career Guide
AI field me job kaise paayein — roles, salaries, roadmap aur tips.
Learning Roadmap
5 phases me AI master karo, ek ke baad ek.
Common Sawaal
Shuru karne se pehle yeh doubts clear kar lo.
Aaj Se Hi Shuru Karo
Free hai, Hindi me hai, step-by-step hai. Pehla step abhi lo.