Program Overview
The only program that takes you from Applied AI foundations to deploying AI Agents in production. Join IIIT Bangalore alumni network of AI Experts at Amazon, HSBC, ICICI, Kotak, Microsoft, Jio, Swiggy, and more.
EligibilityBachelor's or master's Degree with minimum 50% aggregate mark or equivalent CGPA
Mode of Teaching & ExamsOnline
Medium of InstructionsEnglish
Admission DeadlineNovember 30, 2025
Programme FeeEMI starting at ₹5,631/-
Duration 7 Months
Program Benefits
- Two Parts. One Transformation Master both Applied AI & Agentic AI
- Master Applied AI - ML API in production with monitoring & cost controls
- Master Agentic AI - Multi-agent RAG platform across industries & domains
- Tools Powering Modern AI - Learn 32+ cutting edge tools across LangChain, LlamaIndex, LangGraph, and more
- Trusted IIITB Advantage - Earn an Executive IIITB alumni status
- Tests conducted by domain experts to evaluate industry-readiness
- Microsoft Advantage - Earn a Microsoft-recognized certificate and gain exclusive immersion experience inside one of the world’s leading AI innovation hubs
- Job-Ready Portfolio - Build a portfolio of AI agents, deployed systems & executive-grade ROI/business documentation
Programming Languages and Tools Covered
Get Hand-on Experience and deep dive into the latest tools and programming languages
Get Certified!
Get certified for the Applied AI and Agentic AI Executive Program & turbocharge your career growth
- Earn an Applied AI & Agentic AI certificate from the globally recognized IIIT-B along with its executive alumni status.
- Gain theoretical knowledge & practical understanding with this cutting-edge curriculum
Our Learners Work At
Top companies from all around the world have recruited IIITB alumni
Industry Projects
Learn through real-life industry projects that simulate actual projects in top companies across industries.
Syllabus
Foundations & Data Engineering (4 Weeks)
Python OOP
Pandas advanced
SQL joins/CTEs/windows
Feature engineering
Scaling/encoding
Pipeline automation
EDA methodology
Matplotlib/Seaborn
Git/GitHub
Business communication
Stakeholder presentations
Machine Learning & Deep Learning (5 Weeks)
Linear/logistic regression
Trees/boosting (XGBoost/LightGBM)
Model evaluation
SHAP/LIME interpretability
SVM/ensembles
Clustering/PCA/UMAP
Neural nets from scratch
Backpropagation
CNNs/transfer learning
RNNs/LSTMs
Transformers/attention
BERT/GPT
Time series (ARIMA/Prophet)
MLOps & Production Systems (5 Weeks)
AWS (S3/IAM/VPC/Glue/Athena/Redshift)
SageMaker training/HPO
MLflow tracking
Docker containerization
FastAPI serving
A/B testing
Model drift detection
Monitoring dashboards
Fairness/bias
Governance/audit
ROI calculation
Stakeholder communication
Capstone A - End-to-End ML System
Predictive Maintenance
Customer Intelligence
LLM Foundations & RAG Systems (3 Weeks)
LLM architecture/scaling laws
OpenAI/Anthropic/Google APIs
Token economics/cost optimization
Prompt engineering (few-shot/ReAct)
Embeddings/similarity
Vector DBs (Pinecone/Weaviate/Chroma)
Hybrid search
Chunking strategies
RAG patterns
Query rewriting
Multi-hop reasoning
Citation/attribution
Retrieval governance
RAG evaluation
Agent Frameworks & Orchestration (5 Weeks)
Agent types/capabilities
ReAct pattern
Tool use/function calling
Memory systems
Planning/goal decomposition
LangChain (chains/agents/tools/memory)
LangGraph (state/routing/supervision)
LlamaIndex (indices/routers/multi-doc)
AutoGen (collaboration/consensus)
CrewAI (production/delegation)
Telemetry/observability
SLOs/error budgets
Fine-Tuning, Scale & Production (5 Weeks)
Fine-tuning strategies
LoRA/QLoRA/PEFT
Dataset prep/quality
Evaluation/benchmarking
AWS Bedrock/SageMaker
Ray Serve scaling
Load balancing
Caching/optimization
CI/CD (GitHub Actions)
Blue-green/canary deploys
Prompt injection defense
Privacy/audit logging
IAM/security
Red team testing
EU AI Act compliance
Human-in-the-loop
Cost optimization
Capstone B - Production Agentic AI System
Enterprise Assistant
Autonomous Research
Business Operations
Application Process
Complete Application
Fill out an application form giving your basic profile details.
Offer Letter & Reserve Seat
Receive an offer letter and pay ₹10,000 to reserve a seat.
Payment
Remaining balance to be paid within 7 days or batch start date whichever comes sooner.
Program Fee
₹1,25,000 (Incl. GST)*)
EMI starting at ₹5,631/-
- Rigorous and job ready curriculum developed in collaboration with industry experts
- Executive Alumni status from IIIT Bangalore
- 360 Degree Career Support with Mentorship from Industry Experts
- Networking opportunities with 10,000+ Executive alumni & leading industry experts
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