AI MASTER COURSE
Artificial Intelligence का पूरा सफर — Beginner से Expert तक
Python · Machine Learning · Deep Learning · GenAI · LLMs
Course Modules / पाठ्यक्रम
A structural, step-by-step roadmap from absolute zero to Artificial Intelligence Expert.
🐍 Python for AI
AI के लिए Python Programming
AI journey की नींव। Python basics से advanced concepts तक — without prior experience.
- Python Installation & VS Code Setup
- Variables, Data Types, Operators
- Control Flow — if/else, loops
- Functions, Lambda, Decorators
- OOP — Classes & Objects
- ▸ और Topics देखें (6 more)
📊 Data Science & EDA
Data Science और Exploratory Analysis
Real-world data को समझना, clean करना और meaningful insights निकालना।
- Data Collection Methods & Web Scraping
- Data Cleaning — Missing Values, Outliers
- Exploratory Data Analysis (EDA)
- Statistical Analysis — Mean, Median, Std
- Data Visualization — Charts, Heatmaps
- ▸ और Topics देखें (4 more)
🤖 Machine Learning
मशीन लर्निंग — Core Algorithms
Supervised, Unsupervised और Reinforcement Learning के सभी core algorithms।
- ML Pipeline — Train/Test/Validate
- Linear & Logistic Regression
- Decision Trees & Random Forest
- SVM — Support Vector Machine
- K-Means & Clustering
- ▸ और Topics देखें (6 more)
🧠 Deep Learning
Deep Learning और Neural Networks
Brain-inspired computing — neurons से लेकर complex architectures तक।
- Perceptron & Activation Functions
- Forward & Backpropagation
- TensorFlow & Keras Framework
- PyTorch Fundamentals
- Batch Normalization & Optimizers
- ▸ और Topics देखें (4 more)
👁️ Computer Vision
कंप्यूटर विज़न — Image & Video AI
Machines को आँखें देना — image classification से real-time object detection तक।
- Image Processing with OpenCV
- Image Classification — CNN Deep Dive
- Object Detection — YOLO v8, v10
- Image Segmentation — U-Net, SAM
- Face Recognition & Detection
- ▸ और Topics देखें (4 more)
💬 NLP
Natural Language Processing — NLP
Text और language को AI से process करना — sentiment analysis से chatbots तक।
- Text Preprocessing — Tokenization
- Word Embeddings — Word2Vec, GloVe
- Sentiment Analysis
- Named Entity Recognition (NER)
- Text Classification with BERT
- ▸ और Topics देखें (4 more)
⚡ Transformers
Transformer Architecture & Attention
GPT, BERT और सभी modern AI की foundation — Attention mechanism को deeply समझें।
- Attention Mechanism — Multi-Head
- Encoder-Decoder Architecture
- BERT — Pre-training & Fine-tuning
- GPT Family — GPT-2, GPT-3, GPT-4
- Vision Transformers (ViT)
- ▸ और Topics देखें (3 more)
✨ GenAI & LLMs
Generative AI — Content Create करना
ChatGPT जैसे systems बनाना, fine-tune करना और production में deploy करना।
- LLM Architecture & Pretraining
- Prompt Engineering — Few Shot
- RAG — Retrieval Augmented Gen.
- Vector Databases — Pinecone
- Fine-tuning — LoRA, QLoRA
- ▸ और Topics देखें (5 more)
🔊 Speech & Audio AI
Speech Recognition और Audio Processing
Voice AI build करें — ASR, TTS और real-time audio processing।
- Speech Recognition — Whisper API
- Text to Speech — ElevenLabs
- Speaker Identification
- Emotion Detection from Voice
- Real-time Voice Chatbot
🚀 MLOps & Deployment
ML Models को Production में Deploy करें
Models build करना काफी नहीं — उन्हें real users तक पहुँचाना सीखें।
- FastAPI — ML Model as REST API
- Docker & Containerization
- AWS / GCP / Azure — Cloud Deployment
- CI/CD Pipeline for ML
- Model Monitoring & Drift Detection
- ▸ और Topics देखें (3 more)
🎯 AI Ethics
Responsible AI — Ethics और Safety
AI build करते वक्त responsibility — bias, fairness, safety और transparency।
- AI Bias — Types & Detection
- Model Explainability — LIME, SHAP
- Data Privacy & GDPR
- Hallucination — Detection & Prevention
🏆 Capstone Projects
Industry-Level Real Projects
6 months की learning को 3 industry-grade projects में apply करें — portfolio ready।
- Proj 1: E-commerce Recommender
- Proj 2: Real-time Object Detection
- Proj 3: Full-Stack AI Chatbot with RAG
- Code Review with Senior Engineers
- Resume & LinkedIn AI Profile
Tools & Technologies Covered
Learn the industry-standard tools used by top AI researchers and engineers.
Pricing Plans / FEES
Choose the perfect learning path for your career goals.
BASIC
सेल्फ-पेस्ड लर्निंग
50% OFF
One-time payment
- सभी 12 Modules (Videos)
- 180+ Recorded Lectures
- Code Files & Notebooks
- 10 Mini Projects
- Community Forum Access
- Completion Certificate
- Live Sessions
- 1:1 Mentorship
- Job Placement Support
PRO
Instructor-Led Training
50% OFF
One-time payment
- सभी Basic Features
- Weekly Live Classes
- Doubt Sessions (Bi-weekly)
- 25+ Industry Projects
- Code Reviews by Mentors
- Industry Certificate
- Resume Building
- LinkedIn Profile Review
- 1:1 Weekly Mentorship
ELITE
Career Transformation Program
48% OFF
One-time payment
- सभी Pro Features
- 1:1 Weekly Mentorship
- Personalized Learning Path
- Mock Interviews (5 Sessions)
- Job Referrals Network
- Placement Guarantee*
- Lifetime Course Access
- Freelancing Guidance
- Post-course Support (6 mo)