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. 4.5 /5 ( 7812 ratings) Key Highlights: EPGP in Applied AI & Agentic AI Dual Architecture - Applied AI + Agentic AI Production first – Every program phase ends with deployable solutions Agentic AI Depth - Learn how agents think, plan, and act algorithm-first Build AI models across 12+ domains like Retail, BFSI, Healthcare and more Gain Executive Alumni status from IIIT Bangalore 32+ Tools Powering Modern AI EPGP in Applied AI & Agentic AI: Build What’s Next Hours of Content Industry-Grade Capstones Two Parts. One Transformation Master both Applied AI & Agentic AI Master Applied AI - ML API with monitoring & cost controls Master Agentic AI - Multi-agent systems across industries & domains Agentic AI Readiness Bootcamp (Optional) - A 5-week foundation module to equip you with the essential Python, data, math, debugging, and systems skills to start the IIITB Agentic AI curriculum with confidence Tools Powering Modern AI - Learn 32+ cutting edge tools across LangChain, LlamaIndex, LangGraph, and more Trusted IIITB Advantage - Earn an Executive IIITB alumni status Need to know more? Get all the details you need about the Executive Post Graduate Programme in Applied AI and Agentic AI, whenever you want them. Go From AI-ML foundation to AI-Agent Deployment in 30 weeks AI Foundation: Week 1–9 Build a strong AI engineering foundation to prepare for ML & agentic AI development ML + Deployment Basics: Week 10–15 Learn to deploy machine learning & AI systems in production Build Autonomous Agents: Week 16–28 Master agentic AI - build autonomous AI agents and multi-agent systems Agent Deployment: Week 29–30 Deploy enterprise-ready AI agents + build a proof-of-skills portfolio EPGP Applied AI & Agentic AI Curriculum Programming for ML and AI Write robust code for data preprocessing for ML and AI Advanced NumPy & Pandas SQL joins/CTEs/windows Feature engineering Scaling/encoding EDA methodology Matplotlib/Seaborn Industry Relevance Clean and transform large datasets Explore patterns and data behaviour Automate analysis using Python Visualise insights for stakeholders Validate data quality and assumptions Machine Learning & Deep Learning Train and interpret ML/DL models for business impact Linear/logistic regression Trees/boosting (XGBoost/LightGBM) Model evaluation SHAP/LIME interpretability Clustering/PCA/UMAP Backpropagation CNNs/transfer learning Time series (ARIMA/Prophet) Industry Relevance Drive predictive insights using ML Optimise decision outcomes via model selection Ensure robust performance at scale Enable complex pattern learning with DL Build trust through explainable AI MLOps & Production Systems Deploy ML with monitoring, cost control, and governance Training/HPO of models in production MLflow tracking containerization FastAPI serving Model drift detection Monitoring dashboards Governance/audit ROI calculation Stakeholder communication Industry Relevance Operationalise models for business impact Automate training, deployment Ensure reliability across production systems Govern models with compliance controls Scale ML solutions across organisations Capstone A - End-to-End ML System Prove your mastery with a real business solution Model Selection Model Registration Drift Detection Model Monitoring Explainability and Insights Industry Relevance Real-world ML deployment Predictive maintenance at scale Monitoring dashboard Model governance & compliance Business-impact driven AI LLM Foundations & RAG Systems Build production RAG with governance and cost optimization Foundations of NLP OpenAI/Google APIs Prompt engineering (few-shot/ReAct) Embeddings/similarity Vector DBs, Hybrid search Chunking strategies Query rewriting Multi-hop reasoning Citation/attribution Retrieval governance RAG evaluation Fine-tuning strategies LoRA/QLoRA/PEFT Dataset prep/quality Industry Relevance Leverage LLMs for enterprise automation Ground responses using retrieval pipelines Integrate AI capabilities via APIs Optimise models through targeted fine-tuning Deliver scalable, reliable AI solutions AI System Design Principles Design AI systems and deploy securely at scale Token economics/cost optimization LLM architecture/scaling laws Evaluation/benchmarking Caching/optimization Prompt injection defense Privacy/audit logging Human-in-the-loop Cost optimization Industry Relevance Optimise token usage for cost efficiency Design scalable systems using LLM APIs Balance latency, accuracy, and cost Control spending through prompt optimisation Architect reliable LLM solutions Agent Frameworks & Orchestration Design multi-agent systems with planning and supervision Agent types/capabilities Tool use/function calling 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 AI compliance Industry Relevance Orchestrate autonomous task-driven AI systems Enable goal-oriented decision execution Coordinate tools, memory, and reasoning Automate multi-step business workflows Balance autonomy with governance controls Capstone B - Production Agentic AI System Architecture diagram RAG with governance Monitoring dashboard Security review Defense presentation Security & cost checklists (must pass) Industry Relevance Production-grade AI deployment Governance-ready agentic architecture Enterprise operational maturity Prototype-to-production transition 32+ Tools, One Programme How AI-Ready Is Your Career? The work you do today may already be easy for AI to replace. Find out where you truly stand. Automation risk in your profile Skill relevancy for AI roles Ability to adapt 🧠 Discover how future-ready your career really is Apply Program Learnings to Build Real-World AI Solutions Across Domains Popular industries adopting AI solutions Trending Agentic AI solutions Healthcare & Life Sciences: Autonomous Clinical Trial Recruitment Agent BFSI: AI Compliance Officer for Financial Reporting Retail & E-commerce: Hyper-Personalized Conversational Shopping Agent Manufacturing & Supply Chain: Autonomous Supply Chain Disruption Response Crew Media & Entertainment: AI-Powered Content Strategy & Generation Pipeline Education (EdTech): Adaptive AI Tutor for Personalized Learning Paths Real Estate & PropTech: AI Agent for Property Valuation and Market Analysis Energy & Utilities: Predictive Grid Management Agent Crew Automotive: Autonomous Vehicle Sensor Data Analysis Crew LegalTech: AI Paralegal for e-Discovery and Case Law Research Agriculture (AgriTech): AI-Powered Precision Farming Operations Agent Hospitality & Travel: Autonomous Travel Concierge and Itinerary Planner Projects: EPGP in Applied AI & Agentic AI Work on solving real world data challenges from top brands Projects to choose from Design an agentic AI workflow using a two-agent system (Reviewer and Critic) to iteratively evaluate and improve generated responses for better quality, accuracy, and coherence Prompt Engineering Iterative Workflow Optimization LLM-Based Evaluation & Feedback Agentic AI Workflow Exercise Design an agentic AI workflow using a two-agent system (Reviewer and Critic) to iteratively evaluate and improve generated responses for better qualit… Know More Agentic AI Design Develop an RAG system to transform Long Beach County Municipal meetings transcripts into actionable insights for better organisational communication and decision making or historical legal documentations to optimise legal workflows. RAG System Development Develop an RAG system to transform Long Beach County Municipal meetings transcripts into actionable insights for better organisational communication a… Know More Analyse Amazon customer reviews to identify prevalent sentiments and themes to improve product offerings and enhance customer satisfaction or ChatGPT customer feedback to derive actionable insights for business improvement Advanced Gen AI for Analytics Analyse Amazon customer reviews to identify prevalent sentiments and themes to improve product offerings and enhance customer satisfaction or ChatGPT … Know More Advanced Prompt Engineering Building a lightweight GPT-style transformer model to understand how autoregressive language models perform next-token prediction and generate coherent text sequences Transformer Architecture Text Preprocessing & Tokenization Deep Learning Model Training

Building Transformers Building a lightweight GPT-style transformer model to understand how autoregressive language models perform next-token prediction and generate coheren… Know More Natural Language Processing (NLP) Understand how a traditional Python-based ML pipeline transitions into a standardized MLOps workflow using tools for experiment tracking, versioning, and monitoring, and evaluate the benefits of tool-driven approaches over manual processes. Experiment Tracking & Model Versioning Data & Artifact Management (DVC, Git) Model Monitoring & Performance Analysis ML Pipeline Implementation Understand how a traditional Python-based ML pipeline transitions into a standardized MLOps workflow using tools for experiment tracking, versioning, … Know More MLOps & Pipeline Design Understand and prepare the NYC yellow taxi dataset for exploratory data analysis by handling missing values, cleaning data, and addressing outliers to enable meaningful business insights Data Visualisation Understand and prepare the NYC yellow taxi dataset for exploratory data analysis by handling missing values, cleaning data, and addressing outliers to… Data Processing What Will You Build? See the practical work that has helped our learners land roles at top companies EPGP in Applied AI & Agentic AI Certification Earn an Applied AI & Agentic AI certificate from the globally recognized IIIT-B along with its executive alumni status. Executive Post Graduate Programme in Applied AI and Agentic AI Microsoft Certificate Earn a Professional Certificate in “Generative AI Professional Programme” from Microsoft NSDC Certificate Receive the NSDC Certification recognised by the Indian Government, enhancing your employability and career prospects. EPGP in Applied AI & Agentic AI: Faculty & Industry Expert Industry Experts Industry Experts Dr. C. Ramanathan With a Ph.D. from MSU and 25+ years of Data & Software Engineering experience, Prof. C.R. is ranked amongst the top data academicians in India. Dr. Debabrata Das Director of IIITB With over 210 peer-reviewed papers and 7 patents, Dr. Das has multiple global and Indian IEEE awards, and was its India Chair in 2023 and 2024. Dr. G. Srinivasaraghavan With a Ph.D. from IIT Kanpur and 30+ years of experience in microelectronics and VLSI design, Prof. G. Srinivasaraghavan has led cutting-edge innovation across academia and industry. Dr. Tricha Anjali Ex-Associate Dean With a Ph.D. from Georgia Tech and an Integrated M.Tech from IIT Bombay, Prof. Tricha Anjali brings 13+ years of global experience in data analytics and tech implementation across industries. Dr. Srinath Srinivasa Professor & Dean (R&D) Srinath Srinivasa heads the Web Science lab and is the Dean (R&D) at IIIT Bangalore, India. Abhishek Vijayvargia Senior Data Scientist Having worked with Microsoft as a Senior Data Scientist, he is an alumnus of IIT Kharagpur with 10+ years of experience in a Data Science domain LLM Psychologist An alumnus of IIT Madras, IIM Bangalore and LBS London, Anand is among the top 10 data scientists in India with 20 years of experience. Head of Generative AI Leading GenAI platform development at NatWest Group. Expertise in OpenAI products and MLOps for optimizing efficiency and seamless project delivery with high user satisfaction Deependra Singh VP & Head of Data Science 15+ years in analytics, data science, AI product development. Led teams at Junglee Games, Amex, and National Insurance, pioneering projects like the GOI PMJAY analytics engine. Speaker at top institutes Ex- Data Science Lead An IIT BHU graduate with deep expertise in Data Science, Big Data, Spark, Machine Learning, and Natural Language Processing. Mirza Rahim Baig He is a veteran professional with 10+ years of experience in applications of data science, machine learning in e-commerce and healthcare. Professional in Big Data, AWS, Pyspark Kautuk has 10+ years of experience working in Data Science. He is a seasoned professional in Big Data, AWS, Pyspark and other technologies. Head of Analytics An alumnus of McKinsey and Co, Flipkart and Bharati Airtel with over 11 years of experience. Alumnus of IIT Bombay An alumnus of IIT Bombay, UCB, and HBS with over 9 years of experience. Ankit has been recognised as 40 under 40 Data Scientist for 2022. Rajesh Sabapathy Chief Data Scientist, Health-tech Start-up Rajesh has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique We'll Be There Right Through Your Journey! Learning Experience Support & Assistance Networking & Peer Learning Videos from top faculty and world-class industry experts Built-in practice and coding console Industry-oriented projects for real DS & ML exposure Live interventions from faculty and industry experts Real time doubt clearing sessions Telegram channel for learner communication Query assistance when you’re stuck anywhere Learning experience and completion support Discussion forum to resolve doubts and learn from peers 1-1 Career Coaching Career preparation modules AI-powered Profile builder High-impact networking events Just-in-time mock interviews Post-program career support Online discussion forum to get doubts clarified Network and collaborate with 12,000+ alumni EPGP in Applied AI & Agentic AI Course Fees Reserve your seat EPGP in Applied AI & Agentic AI Eligibility The admissions process for this EPGP in Applied AI & Agentic AI is very easy, and can be done completely online Bachelor's or master's Degree or its equivalent in any discipline from UGC recognized University with minimum 50% aggregate marks or equivalent CGPA 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. Remaining balance to be paid within 7 days or batch start date whichever comes sooner. What is the Executive Post Graduate Programme in Applied AI and Agentic AI? The Executive Post Graduate Programme in Applied AI and Agentic AI by upGrad and IIIT Bangalore is a 7-month advanced certification designed for professionals who want to go beyond traditional AI. This program helps you master both Applied AI and Agentic AI, enabling you to design, build, and deploy intelligent AI agents that can plan, act, and make autonomous decisions in real-world settings. Through 240+ hours of learning, 8+ projects, and 2 industry-grade capstones, you'll learn how to apply Agentic AI concepts to design and build real-world solutions across 12+ industry domains, including Healthcare, BFSI, Retail, Manufacturing, Media, Education, LegalTech, and more. Program Highlights: Duration : 7 Months (Online Learning) Executive Alumni Status: IIIT Bangalore Projects & Capstones: 30+ Hands-on Projects and 2 Industry Capstones Tools Covered: 32+ AI and Agentic Tools, including LangChain, LlamaIndex, and AWS AI Deployment Focus: Build and deploy enterprise-ready AI agents Who Should Enroll in the Executive Post Graduate Programme in Applied AI and Agentic AI? This program is designed for professionals looking to lead the next wave of AI-driven innovation. Whether you're a software engineer, data scientist, or business leader, the program helps you apply advanced AI concepts, build multi-agent systems, and deploy them in production environments. While a basic understanding of Python is recommended, the program includes a complimentary Python bootcamp to help you refresh your fundamentals before diving into advanced AI concepts. You'll gain the technical depth and strategic perspective to leverage AI for business transformation, automation, and scalable impact. Ideal Learners: AI & ML Engineers: Strengthen your deployment and MLOps skills to build scalable AI systems. Data Scientists: Learn to create multi-agent workflows and enhance model automation. Software Developers: Integrate AI agents into real-world applications and enterprise systems. Tech Managers & Product Leaders: Master AI strategies and governance for large-scale adoption. Business Analysts & Consultants: Design AI solutions that align with organizational goals and ROI. What Will You Learn in the Executive Post Graduate Programme in Applied AI and Agentic AI? In the Executive Post Graduate Programme in Applied AI and Agentic AI, you will learn to design, build, and deploy AI systems that move beyond prediction to autonomous action. The curriculum takes you from foundational AI concepts to advanced agentic architectures that can plan, reason, and execute tasks across industries. You’ll gain the ability to combine data-driven decision-making with intelligent automation, preparing you to lead real-world AI transformations in your organization. Key Learning Outcomes: Understand and apply the fundamentals of Applied AI and Machine Learning. Build and deploy AI models using MLOps frameworks with monitoring and governance. Master multi-agent system design using tools like LangChain, CrewAI, and AutoGen. Develop and fine-tune Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems. Why Choose the Executive Post Graduate Programme in Applied AI and Agentic AI? The Executive Post Graduate Programme in Applied AI and Agentic AI is India’s only executive-level program that teaches both Applied AI and Agentic AI with a production-first approach. Every module concludes with hands-on deployment, ensuring that you graduate with practical, job-ready experience. The program is designed by IIIT Bangalore’s academic experts to help professionals build AI systems that think, plan, and act autonomously. Program Benefits: Dual AI Mastery: Learn both Applied AI for production and Agentic AI for automation and autonomy. Production-Ready Training: Each module ends with deployment and governance checkpoints to ensure real-world readiness. Portfolio Development: Build 30+ projects and 2 capstone solutions showcasing deployable AI agents and enterprise AI systems. Executive Alumni Status: Become part of the prestigious IIIT Bangalore alumni network with access to professionals working at top global companies. Career Transformation: Gain job-ready skills in AI deployment, automation, and strategy, opening pathways to roles like AI Engineer, MLOps Specialist, and AI Solution Architect. Certification & Recognition: Earn a Globally Valued Credential Get recognized for your expertise with a globally respected certificate from IIIT Bangalore. The Executive Post Graduate Programme in Applied AI and Agentic AI certificate validates your advanced skills in both Applied AI and Agentic AI, giving you a strong professional edge in a rapidly evolving AI landscape. You’ll Receive: IIIT Bangalore Executive Post Graduate Certificate IIIT Bangalore Executive Alumni Status with lifelong networking benefits Is the Executive Post Graduate Programme in Applied AI and Agentic AI Worth It? The Executive Post Graduate Programme in Applied AI and Agentic AI is absolutely worth it for professionals who want to move from traditional AI concepts to real-world deployment of intelligent AI agents. The program helps you gain hands-on experience in designing, training, and deploying production-grade AI systems that can think and act autonomously. Here’s why it’s worth your time: Learn both Applied AI and Agentic AI, combining machine learning with multi-agent automation. Earn a globally respected IIITB certificate and build a portfolio of deployable AI systems and agents. Join an elite alumni network of AI professionals from companies like Amazon, HSBC, Microsoft, and Jio. What Are the Top Career Opportunities After the Executive Post Graduate Programme in Applied AI and Agentic AI? After completing the Executive Post Graduate Programme in Applied AI and Agentic AI, you’ll be ready for some of the most in-demand AI and automation roles in the global tech industry. The program equips you with the skills to design, deploy, and manage enterprise-level AI systems and intelligent agents that drive digital transformation. You’ll be qualified for roles that bridge data science, engineering, and automation across industries like Finance, Healthcare, Retail, Manufacturing, and Technology. Popular Job Roles After the Course: Machine Learning Engineer Industries Hiring Applied AI and Agentic AI Professionals BFSI: Risk modeling, fraud detection, and automated compliance reporting. Healthcare & Life Sciences: Predictive diagnostics and clinical automation. Retail & E-commerce: Conversational AI, personalization, and intelligent recommendation engines. Manufacturing & Supply Chain: Predictive maintenance and autonomous logistics planning. Media & Entertainment: Content generation and smart audience analytics. Telecom & Technology: Network optimization and AI-driven customer experience. Energy & Utilities: Grid prediction, maintenance, and sustainability analytics. Which Top Companies Hire Professionals with Applied AI and Agentic AI Skills? Graduates from the Executive Post Graduate Programme in Applied AI and Agentic AI have gone on to work at some of the world’s top organizations known for AI innovation and digital transformation. Top Hiring Companies Include: Frequently Asked Questions About the Course Course Curriculum Career Opportunities What makes the Executive Post Graduate Programme in Applied AI and Agentic AI different from other AI courses? This program combines Applied AI and Agentic AI to help learners master both traditional and next-generation AI systems. You’ll not only build machine learning models but also deploy autonomous AI agents that can make decisions and perform complex tasks in real environments. What is the learning format of this program? The course is completely online with live expert sessions, recorded lectures, and guided projects. It is designed to suit working professionals who want flexibility without compromising on practical, hands-on learning. Are the projects based on real industry problems? Yes, every project is based on real-world challenges from industries such as BFSI, retail, healthcare, and technology. These projects help you understand how AI is applied in solving real business and operational problems. Who will I be learning alongside? You will learn with a diverse group of professionals from fields like data science, business, IT, and consulting. This allows you to share ideas, collaborate on projects, and learn from varied experiences. Does the program include live interaction and peer learning? Yes, the program includes interactive live classes, group activities, and peer discussions. You will receive feedback from mentors and collaborate with classmates to solve real-world AI problems. What certification will I receive after completing the program? You will earn a certificate in the Executive Post Graduate Programme in Applied AI and Agentic AI from IIIT Bangalore. These credentials demonstrate your expertise in building and deploying AI-driven systems. Is the certificate globally recognized? Yes, IIIT Bangalore’s certification is globally respected by employers and institutions. It validates your ability to design, manage, and scale AI systems that meet modern industry standards. Will I have access to learning materials after graduation? Yes, you will retain access to course materials, learning sessions, and alumni resources even after completing the program. This allows you to revisit lessons and stay updated with evolving AI trends. Does the curriculum include Generative AI and Large Language Models? Yes, the curriculum covers Large Language Models, Generative AI, and Retrieval-Augmented Generation (RAG). You’ll learn to fine-tune, evaluate, and implement these technologies responsibly within business systems. What tools and platforms will I get hands-on experience with? You will gain practical experience with over 30 industry tools such as LangChain, CrewAI, and AutoGen. These tools are widely used in AI development and enterprise deployment. How advanced are the projects in the program? The projects are industry-grade and focus on solving real-world challenges. You’ll create solutions for domains such as healthcare, finance, retail, and manufacturing, giving you practical AI deployment experience. Who is this program ideal for? This program is ideal for professionals in technology, analytics, business, or management who want to grow in AI-driven roles. It helps both technical and non-technical professionals gain future-ready AI skills. Do I need coding experience to join? Basic Python programming knowledge is strongly recommended. The course begins with Python Data Science Libraries. In case you want to refresh your Python programming skills, we also provide complimentary bootcamp program. How much time should I dedicate weekly to succeed? You can expect to spend about 12 to 15 hours a week on video lessons, live sessions, and project work. The flexible format makes it easy to learn alongside full-time work. Can non-technical professionals enroll? Yes, the program is also designed for business leaders, analysts, and managers who want to understand how AI can improve strategy, decision-making, and business performance. However, Python programming knowledge is strongly recommended to have. The course begins with Python Data Science Libraries. In case you want to refresh your Python programming skills, we also provide complimentary bootcamp program. How does this program help in advancing my career? It equips you with the skills to design and deploy applied AI systems and intelligent agents, making you job-ready for the rapidly evolving AI market. The program helps you transition into high-demand AI roles with confidence. What types of roles can I pursue after completing the program? You can apply for roles like AI Engineer, Applied AI Specialist, Agentic AI Developer, Data Scientist, or AI Product Manager. These roles are in demand across global industries, looking for AI-skilled professionals. Is placement or career support available after completion? Yes, you will get personalized career support that includes resume reviews, interview preparation, and job guidance. The program also connects you with a strong network of IIITB alumni and hiring partners. upGrad Learner Support Talk to our experts. We are available 7 days a week, 10 AM to 7 PM Indian Nationals Foreign Nationals