AI & Machine Learning★ 4.9 (328 verified reviews)• 1420+ students enrolled

Generative AI, Large Language Models & Deep Learning Masterclass

Build enterprise LLM agents, fine-tune models, design RAG pipelines & deploy PyTorch deep learning microservices.

Duration

8 Weeks (45 Hours)

Skill Level

Beginner to Advanced

Language

English / Hindi

Certificate

MSME Accredited

Course Overview & Execution Framework

A comprehensive, hands-on masterclass designed for developers and engineers who want to master cutting-edge Artificial Intelligence. From neural network mathematics to transformer architectures, vector databases, LangChain, and real-time inference optimization.

Technologies & Competencies Covered

PythonPyTorchTransformersLangChainRAG SystemsVector DBsModel Fine-TuningDocker

Step-by-Step Curriculum

Detailed Course Modules (4 Modules)

Module 1: Foundations of Deep Learning & PyTorch

⏱ Week 1-2

✓Tensors, Autograd & Computation Graphs
✓Feedforward Neural Networks & Backpropagation from scratch
✓CNNs for Computer Vision & RNNs for Sequential Data
✓Model Evaluation Metrics & Loss Functions

Module 2: Transformer Architectures & Attention Mechanisms

⏱ Week 3-4

✓Self-Attention, Multi-Head Attention & Positional Encoding
✓BERT vs GPT: Encoder vs Decoder-only paradigms
✓Tokenization algorithms (BPE, WordPiece, SentencePiece)
✓HuggingFace Transformers Library in Depth

Module 3: Retrieval-Augmented Generation (RAG) & Vector Stores

⏱ Week 5-6

✓Chunking Strategies & Embedding Model Benchmarking
✓Hybrid Retrieval: Semantic Search + BM25 Lexical Re-ranking
✓Building production RAG pipelines with LangChain & LlamaIndex
✓Evaluation of RAG Systems with Ragas & TruLens

Module 4: Fine-Tuning, Autonomous Agents & Deployment

⏱ Week 7-8

✓Parameter-Efficient Fine-Tuning (PEFT, LoRA, QLoRA)
✓Autonomous Multi-Agent Architecture with LangGraph
✓Quantization (GGUF, AWQ, vLLM) for Fast Inference
✓Deploying AI Microservices via FastAPI & Docker on Cloud GPUs

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Instructional Team

AI Research Team

Principal AI Engineers & Researchers with hands-on production deployment experience.

Generative AI, Large Language Models & Deep Learning Masterclass

Training & Certification Fee

₹1999₹4999Save 60%

Enroll Now for ₹1999 →

This Masterclass Includes:

✓45+ Hours of High-Yield Practical Video & Lab Sessions
✓End-to-End RAG Architecture with Vector Databases (Pinecone/Milvus)
✓Fine-Tuning Open Source LLMs (Llama 3, Mistral, Qwen) using LoRA & QLoRA
✓Production Agentic Workflows with LangGraph & CrewAI
✓Verified Certificate of Completion from Mastermind Research Technologies (MSME)
✓Lifetime Community & Discord Access with Research Mentors

⚡ Instant Access Guarantee

Supported payments: Online (Cards, UPI, NetBanking) and Manual UPI Verification.

Mastermind Research & Technologies

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