Exec Diploma in ML & AI: MLOps Specialization

The Post Graduate Program in AI and Machine Learning by IIITB is a 13-month, industry-aligned program designed to equip professionals with cutting-edge AI and ML skills. This comprehensive curriculum covers both foundational and advanced AI concepts, including Natural Language Processing (NLP), Neural Networks, Deep Learning, and Reinforcement Learning. The flexible online format allows working professionals to learn without disrupting their career, while expert mentorship provides valuable industry insights. Graduates receive a highly regarded Post Graduate Certificate in AI and ML from IIIT Bangalore, helping them stand out in today's competitive job market. The program offers dual specializations in MLOps and Generative AI, preparing students for high-demand roles in the field.

4.5

(7,812 ratings)

10,000 already enrolled

Instructors:

Debabrata Das

Prof. Chandrashekar Ramanathan

English

Not specified

Duration:
13 Months

₹ 3,15,000

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Overview

The Executive Diploma in Machine Learning and AI at the International Institute of Information Technology, Bangalore (IIITB) is designed to meet the ever-evolving demands of the industry. This program provides a practical, industry-focused curriculum with a cutting-edge approach, making it an excellent choice for professionals looking to enhance their expertise. The program is taught by renowned IIITB faculty and offers a practical learning approach with hands-on experience in solving AI and ML challenges across industries. Students work on high-impact AI and ML projects, enhancing their professional portfolio. The highest salary package achieved by alumni is ₹1.23 Crore LPA, with over 300+ top companies participating in recruitment and 700+ professionals with years of hands-on experience benefiting from career transformations. The program has facilitated over 2,500 career transitions with an average salary hike of 52%.

Why Postgraduate Diplomas?

The Post Graduate Program in AI and Machine Learning stands out for several compelling reasons. First, it offers a comprehensive curriculum covering both foundational and advanced AI concepts with hands-on learning opportunities. The program is specifically designed for working professionals, with a flexible online format that allows participants to learn without disrupting their careers. Students receive expert mentorship providing valuable industry insights throughout their journey. Graduates earn a highly regarded Post Graduate Certificate from IIIT Bangalore, a credential that adds significant value to their professional profile and helps them stand out in today's competitive job market. The program also offers dual specializations in MLOps and Generative AI, allowing students to tailor their education to their specific career goals and technical interests. With a proven track record of success and a strong alumni network of 10,000+ successful ML professionals, this program provides the perfect platform for career advancement in the AI and ML domain.

What does this course have to offer?

Key Highlights

Premier Institute with a Strong Legacy: Established in 1998, IIITB is a top-tier institution known for its interdisciplinary approach, blending technology with social sciences.
Global Alumni Network: IIITB has produced over 3,500 graduates, many of whom hold leadership roles in top IT firms globally.
Focus on AI and ML Research: Recognized for its excellence in Artificial Intelligence and Machine Learning, IIITB has a dedicated research ecosystem that drives innovation.
Ranked Among India's Best: IIITB is ranked 74th in the NIRF Engineering category (2024), solidifying its position as one of India's top institutes.
Comprehensive Curriculum with Hands-on Learning: Covers foundational and advanced AI concepts including NLP, Neural Networks, and Reinforcement Learning.
Dual Advanced Specializations: Choose between MLOps and Generative AI tracks based on career goals.
2 Months Complimentary Programming Bootcamp For Beginners.
Solve 60+ Real-World Case Studies.
6 practical hands-on Capstone Projects.
Leverage 20+ programming & GenAI tools and frameworks.

Who is this programme for?

Working professionals from diverse fields
Professionals with background in data science, software development, or engineering
Individuals looking to advance their careers in AI and ML without disrupting current employment
Technology enthusiasts seeking to gain practical expertise in cutting-edge AI technologies
Mid-career professionals aiming to transition into specialized AI roles

Minimum Eligibility

Working professionals seeking to advance their careers in AI and ML fields. Ideal for professionals from diverse backgrounds such as data science, software development, and engineering who want to gain expertise in cutting-edge AI technologies without disrupting their careers. Bachelors or Master's Degree or its equivalent in any discipline with minimum 50% aggregate mark or equivalent CGPA.

Who is the programme for?

The admissions process for the Executive Diploma in Machine Learning and AI at IIITB is designed to be straightforward and can be completed entirely online. The program looks for candidates who demonstrate aptitude and commitment to learning advanced AI and ML concepts. The eligibility criteria require a Bachelor's or Master's Degree or its equivalent in any discipline with minimum 50% aggregate marks or equivalent CGPA. The selection process involves four simple steps: 1) Complete the application by filling out basic profile details, 2) Take a short aptitude test for selection, 3) If shortlisted, receive an offer letter, and 4) Reserve your seat by paying INR 15,000. This merit-based selection approach ensures that only the brightest minds join the program, making it a preferred choice for professionals pursuing advanced education in AI and ML.

Important Dates

Selection process

How to apply?

Curriculum

The curriculum of the Executive Diploma in Machine Learning and AI is structured to provide a comprehensive understanding of both fundamental and advanced concepts in AI and ML. The program begins with a 2-month complimentary programming bootcamp for beginners, ensuring all participants have the necessary foundation. The main curriculum is divided into five core courses covering SQL and Statistics Essentials (7 weeks), Machine Learning I (7 weeks), Machine Learning II (8 weeks), Deep Learning (8 weeks), and Natural Language Processing (7 weeks). Additionally, students choose one of two specialization tracks - MLOps or Generative AI (each 17 weeks). The program includes 15+ hands-on projects and 6 capstone projects, providing practical experience with real-world applications. Throughout the program, students master various tools and technologies including Python, Pandas, Excel, Jupyter, NLTK, OpenAI, Stable Diffusion, Flask, Hugging Face, Langchain, LlamaIndex, and Scikit Learn.

There are 6 semesters in this course

The Executive Diploma in Machine Learning and AI curriculum is meticulously designed to cover all essential aspects of AI and ML technologies. The program starts with SQL and Statistics Essentials (7 weeks), focusing on data visualization, exploratory data analysis, basic and advanced SQL, case studies, inferential statistics, and hypothesis testing. This is followed by Machine Learning I (7 weeks), covering linear regression, logistic regression, naive Bayes, and model selection. The Machine Learning II course (8 weeks) delves into advanced regression, tree models, random forests, boosting, unsupervised clustering, principal component analysis, and a telecom churn case study. Deep Learning (8 weeks) introduces neural networks, convolutional neural networks, recurrent neural networks, and includes a gesture recognition project. The Natural Language Processing course (7 weeks) covers lexical processing, syntactic processing, semantic processing, and a ticket classification project. Students then choose between two 17-week specializations: MLOps (focusing on designing ML systems, experiment tracking with MLflow, workflow automation with Airflow, and building continuous learning infrastructure) or Generative AI (covering OpenAI APIs, system design, custom chatbots, attention mechanisms, transformers, vector databases, RAG, LangChain, LlamaIndex, and large language model fine-tuning). The program includes 15+ real-world case studies and 6 capstone projects in fraud detection, computer vision, sales forecasting, healthcare imaging, and recommendation systems.

SQL and Statistics Essentials

Machine Learning - I

Machine Learning - II

Deep Learning

Natural Language Processing

MLOps

Programme Length

13 months

Tuition Fee

The Executive Diploma in Machine Learning and AI follows a semester-wise fee structure, with the total program cost being ₹315,000 (inclusive of taxes). This investment covers the comprehensive curriculum access, expert faculty instruction, hands-on projects, and career support services. The program offers flexible payment options with monthly EMI starting from ₹7,670. To secure a spot in the program, candidates need to pay an initial amount of ₹15,000. The program represents significant value compared to traditional in-person educational settings, with approximately 60% reduction in costs, translating to average savings of $10,000 to $15,000 (approximately ₹830,000 to ₹1,245,000). The elimination of additional expenses associated with commuting and accommodation further enhances the cost-effectiveness of this online learning format.

Fee Structure

Payment options

Financing options

Financial Aid

Learning Experience

The Executive Diploma in Machine Learning and AI offers a flexible, online learning experience tailored for working professionals. The program combines recorded concept videos with live interactive lectures from IIIT Bangalore faculty. Students typically commit 8-10 hours per week to their studies, allowing for a manageable balance between work, life, and education. The learning experience features hands-on practical training with videos from top faculty and industry experts, built-in practice and coding consoles, industry-oriented projects, live interventions from faculty and industry experts, and real-time doubt clearing sessions. The program uses a variety of teaching methods including peer learning through collaborative exercises and practical problem-solving using industry-standard tools like TensorFlow, PyTorch, and Scikit-learn. Throughout the learning journey, upGrad provides comprehensive support services including access to top experts, customized learning plans, personal career support, and 360° networking opportunities.

University Experience

The Executive Diploma in Machine Learning and AI offers students the prestigious experience of being associated with IIIT Bangalore, one of India's top technical institutes. IIITB, established in 1998, is known for its interdisciplinary approach blending technology with social sciences. The institute is graded A+ by the National Assessment and Accreditation Council (NAAC), ranked among the top 100 institutes in NIRF, and consistently ranked among the top 10 Indian Technical Universities (Private) by India Today. Upon completion, graduates join a global alumni network of over 10,000 AI and ML professionals, with 8+ years of proven excellence in the field. Students benefit from IIITB's strong legacy of academic excellence and high-quality research. The institute is supported by the Government of Karnataka and industry leaders, fostering academic and industrial collaborations. IIITB is recognized for its excellence in Artificial Intelligence and Machine Learning research, with a dedicated ecosystem that drives innovation in these fields. Students gain the advantage of IIITB's expert faculty, advanced infrastructure, and strong industry connections, preparing them for successful careers in the AI and ML domain.

Word from the Directors

Dr. Debabrata Das

Director of IIITB

The Executive Diploma in Machine Learning and AI at IIIT Bangalore features a distinguished faculty including Dr. Debabrata Das (Director of IIITB with a PhD from IIT-KGP, specializing in IoT and Wireless Access Network), Chandrashekar Ramanathan (Dean of Academics with a PhD from Mississippi State University and over 10 years of experience in multinational organizations), and Prof. Tricha Anjali (Ex-Associate Dean with 13+ years of experience, a PhD from Georgia Institute of Technology, and an integrated MTech in EE from IIT Bombay). These renowned instructors bring a wealth of academic expertise and industry insights to provide a comprehensive learning experience for students.

About the University

Founded in 1998, IIITB is a premier research deemed university established through a public-private partnership between the Government of Karnataka and the IT industry. Located in Electronic City, Bangalore, the institute is known for its excellence in IT education, research, and innovation.

3,289

Total alumni

74th

NIRF ranking

29

Course specializations

Affiliation & Recognition

UGC Deemed University Status

Government of Karnataka Partnership

Career services

IIITB provides comprehensive career development support through multiple channels. The institute's strong industry connections result in consistent near-100% placement rates with major companies in product, hardware, and R&D sectors. Through partnerships with leading technology companies and startups, students receive extensive opportunities for career advancement and entrepreneurship.

$1.529B

Export balance

$3.57B

Municipal exports

81.9%

Export share

Duration:
13 Months

₹ 3,15,000

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Whom you will learn from?

Learn from top industry experts who bring real-world experience and deep knowledge to every lesson. The instructors are dedicated to help you achieve your goals with practical insights and hands-on guidance.

Instructors

Debabrata Das

Director of IIIT Bangalore and Renowned Researcher in IoT and Wireless Communication

Dr. Debabrata Das is the Director of IIIT Bangalore, with expertise in IoT, Wireless Access Networks, and Power Saving Protocols. He has published over 210 peer-reviewed papers, holds multiple patents, and has received prestigious awards.

Prof. Chandrashekar Ramanathan

Dean of Academics at IIIT Bangalore and Expert in Data Science and Software Architecture

Prof. Chandrashekar Ramanathan has over 25 years of experience in computing, spanning industry and academia. He specializes in data science, software engineering, and technology for education.

Testimonials

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4.5 course rating

7,812 ratings

Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they’re here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Instructors

Debabrata Das

Director of IIIT Bangalore and Renowned Researcher in IoT and Wireless Communication

Prof. Chandrashekar Ramanathan

Dean of Academics at IIIT Bangalore and Expert in Data Science and Software Architecture

Prof. Chandrashekar Ramanathan has over 25 years of experience in computing, spanning industry and academia. He specializes in data science, software engineering, and technology for education.

Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.

What is the duration of the Executive Diploma in Machine Learning and AI program?

What specializations are offered in this program?

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What is the fee structure for the program?

Will I receive alumni status from IIIT Bangalore?

What kind of career growth can I expect after completing this program?

Does the program include practical projects?