What You'll Learn
✓Python
✓OOP
✓Data Structures
✓AI/ML
✓Advanced RAG
✓MCP & Agentic AI
✓Production LLMOps
✓Industry Internship
✓Agentic AI
Course Curriculum
Month 1: Python, SQL & AI Engineering FoundationView Details▼
●Python
●OOP
●Data Structures
●Git/GitHub
●Linux terminal
●REST APIs
●JSON
●SQL
●PostgreSQL
●Virtual environments
●Unit testing
●Debugging
●AI engineering workflow basics
Month 2: Mathematics, Statistics & Machine LearningView Details▼
●Probability
●Statistics
●Linear algebra
●NumPy
●Pandas
●EDA
●Feature engineering
●Regression
●Classification
●Trees
●Boosting (XGBoost/LightGBM)
●Clustering
●Model evaluation and ML pipelines
Month 3: Deep Learning, Computer Vision & NLPView Details▼
●Neural networks
●Backpropagation
●PyTorch
●CNNs
●Transfer learning
●ResNet
●YOLO concepts
●RNN/LSTM
●Tokenization
●Embeddings
●NLP fundamentals and Transformer architecture
Month 4: Generative AI, Multimodal LLMs & Fine-TuningView Details▼
●LLMs
●Context windows
●Prompt engineering
●Structured outputs
●Multimodal LLMs (Vision & Audio)
●Function calling
●LoRA/QLoRA fine-tuning
●Unsloth
●Local inference with Ollama/vLLM
Month 5: Advanced RAG & Knowledge-Driven AIView Details▼
●Document ingestion
●Chunking
●Vector DBs (Qdrant/Pinecone/pgvector)
●Semantic & hybrid search
●Metadata filters
●Reranking
●Query transformation
●Ragas evaluation and hallucination reduction
Month 6: Agentic AI, MCP & Production LLMOpsView Details▼
●AI agents
●Tools
●Memory
●Planner
●LangGraph
●CrewAI
●MCP (Model Context Protocol)
●Multi-agent systems
●NeMo guardrails
●FastAPI
●Docker
●Cloud deployment
●Observability (Langfuse) and MLOps
Month 7: Industry InternshipView Details▼
Mentor-guided industry project with Dvanta Technologies, Agile/Scrum workflow, Git/GitHub, task tracking,reviews, documentation, testing/deployment where applicable, final presentation and credentials.
Available Batches
Weekend Batch (Sat-Sun)
Weekday Batch (Mon-Fri)
Morning Batch (8-10 AM)
Evening Batch (7-9 PM)
Online Batch (Live)
Self-Paced (Recorded)
Enroll in This Course
Get Free Demo Class
Duration6 Months Traning + 1 Month Internship
ModeOffline
LevelAdvanced
FeeContact for Fee
CertificateYes, after completion