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India's Top Machine Learning Program

Executive Diploma in Machine Learning & AI

    Enroll into India's pioneering Online Machine Learning Program; learn from the latest 2025 curriculum.

    Join an alumni network of ML Experts at Amazon, HSBC, ICICI, Kotak, Microsoft, Jio Digital, Lenskart, Swiggy, and more.

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Join 10k+ alumni

4.5/5 (7812 ratings)

Secure your spot now!

Key Features: Executive Diploma in Machine Learning & AI

Custom-made for every domain

Slide 1 of 1

Personalised learning paths

30+ projects across domains

Capstone Project of your choice

A standout ML Engineer's portfolio

Complete Placement Support

The best of industry and academia

Need to know more?

Get all the details you need about the Executive Diploma in Machine Learning & AI, whenever you want them.

Learning Path: Executive Diploma in Machine Learning & AI

Go from AI novice to ML pro in 6 steps

01

2 Weeks of Fundamentals Training

Learn the fundamentals of Data Science, AI, and Machine Learning.

02

Skill Test: Math, Python, SQL

Score 60% and skip to Step 4: the 12-month Executive Diploma. Else move to Step 3.

03

3-Month Complimentary Bootcamp

Get trained in the basics of math and programming needed in Data, AI, and ML.

04

12-Month Executive Diploma

Graduate with your hard earned Executive Diploma in Machine Learning and AI.

05

Placement Phase

Train for interviews, make a stellar CV, and build your personal brand.

06

Your Dream Career

Start working as a ML Engineer and reclaim your career.

Overview of Executive Diploma in Machine Learning & AI

The Executive Diploma in Machine Learning & AI by IIIT Bangalore is a comprehensive 11-month, industry-aligned program meticulously designed to equip professionals with the most advanced AI and machine learning skills. Upon successful completion, you earn the prestigious credential of an IIIT Bangalore alumnus, an esteemed recognition that significantly elevates your professional profile and opens doors to strategic career opportunities.

Did you know? With this Executive Diploma in Machine Learning and AI, you get a complimentary 1 Month of Microsoft Copilot Pro – giving you free access to Microsoft’s AI-powered tools (Word, Excel, PowerPoint, Copilot Chat, and more) to boost productivity, generate insights, and apply your learning instantly. Exclusively available via upGrad.

  1. Comprehensive Curriculum with Hands-on Learning

This Executive Diploma in AI and Machine Learning encompasses both foundational principles and cutting-edge concepts such as:

  • Natural Language Processing (NLP)
  • Neural Networks and Deep Learning

With an emphasis on applied learning, the program ensures you acquire the practical skills necessary to solve complex, real-world challenges and deepen your expertise in AI and ML technologies.

  1. Designed for Working Professionals

Tailored to fit the demanding schedules of working professionals, this flexible online program allows you to balance career and learning seamlessly. Expert mentorship and industry-led insights ensure you stay abreast of evolving trends without compromising your professional commitments.

  1. Earn a Recognized Credential

On completing the program, you will be awarded an Executive Diploma from IIIT Bangalore, a credential highly regarded across industries that enhances your credibility in today’s competitive job market.

  1. Proven Career Impact: 52% Average Salary Hike

Learners of this Post Graduate Diploma in Artificial Intelligence and Machine Learning have reported an average salary increase of 52%, underscoring the high demand for the AI and ML skills developed through this program.

  1. Future Outlook – Access to Top Recruiters

Graduates from this Executive Diploma in Machine Learning and AI enjoy access to leading recruiters across sectors. Our alumni network includes professionals employed at:

  • Amazon

  • Microsoft

  • Myntra

  • American Express

  • Tech Mahindra

  • Accenture

This AI ML Diploma Program goes beyond theoretical knowledge, positioning you for success with industry-relevant skills, valuable connections, and a competitive edge in the AI and ML field.


Curriculum: Executive Diploma in Machine Learning & AI

Experience an all-new 2025 curriculum

Signup Screen

Master 80+ Essential Industry Tools

Python

Python

Pandas

Pandas

Sklearn

Sklearn

Statsmodels

Statsmodels

MySQL

MySQL

AWS

AWS

GCP

GCP

 Azure

Azure

PySpark

PySpark

PyTorch

PyTorch

Keras

Keras

OpenAI

OpenAI

GPT

GPT

LlamaIndex

LlamaIndex

Claude

Claude

CrewAI

CrewAI

LangGraph

LangGraph

Autogen

Autogen

Power BI

Power BI

Tableau

Tableau

 MongoDB

MongoDB

 Docker

Docker

Kubernetes

Kubernetes

Streamlit

Streamlit

Airflow

Airflow

MLFlow

MLFlow

Kafka

Kafka

Specializations: Executive Diploma in ML & AI

Choose from two specialization tracks, based on your background or career goals

For Those Focused on AI Deployment & Operations

    Future-ready curriculum: Real-time ML pipelines, multi-cloud (AWS, GCP, Azure), CI/CD, Kafka, PySpark, LLMOps with Chroma & Milvus.

    Upgraded tools: Kubernetes, FastAPI, MLflow, SageMaker.

    Industry projects: 12+ hands-on projects across 6+ domains.

Executive Diploma in Machine Learning and AI - 2 Specializations

Customize your learning journey with the Executive Diploma in AI and ML from IIIT Bangalore by selecting one of two in-demand specializations. Whether your goal is to excel in MLOps or lead in Generative AI, this PG Diploma in Machine Learning and AI equips you with the skills to thrive in top AI roles.

Specialization Tracks in the PG Diploma AI ML Program

1. MLOps – Automate and Scale AI Pipelines

This specialization within the Executive PG Programme in Machine Learning & AI is ideal for professionals looking to build, manage, and scale AI workflows.

Key Highlights:

  • Gain hands-on expertise in MLflow, Airflow, and CI/CD for AI

  • Learn to deploy, monitor, and manage ML models in production

  • Prepare for roles such as MLOps Engineer, AI Infrastructure Specialist, or ML Engineer

Recommended for learners seeking a Post Graduate Diploma in AI and Machine Learning focused on operational excellence.

2. Generative AI – Build Intelligent AI-Driven Applications

Dive into the future of AI with a specialization that focuses on LLMs and Generative AI tools. This track in the AI ML Diploma Program includes:

Key Highlights:

  • Training in prompt engineering, LangChain, LlamaIndex, and various LLM APIs

  • Develop scalable GenAI applications for content, chatbots, and intelligent search

  • Ideal for roles such as Generative AI Engineer, LLM Developer, or AI Product Innovator

A strategic choice for professionals exploring PG Diploma courses in AI and ML with a focus on emerging technologies.

1 Month of FREE Copilot Pro

Your dream Machine Learning is AI powered now

  • Learn Python 2x Faster: Learn to use Copilot to instantly generate code, debug errors, and summarise complex concepts, so you master Python faster than you thought possible.
  • Master In-Demand Skills with AI: Go beyond theory. Use Copilot to write real-world code, analyse data, and create visualisations.
  • Free Copilot Pro Access: Get 1 month of Microsoft’s AI tools.
  • Ace Interviews with AI Prep: Practice coding questions, create tailored resumes, and extract key skills from job ads using Copilot.

Disclaimer: This value-added offering is being provided solely by upGrad and the University does not have any role/involvement in it.

Programming Bootcamp for Machine Learning & AI

Programming Fundamentals

Build strong essentials with our complimentary fundamentals bootcamp (can be skipped by passing a short test)

Basics of Probability

Conditional Probability

Descriptive Statistics

Functions

Vector Algebra

Derivatives

Integrals

Data Types

Syntax

Conditionals

Loops

Functions

Lists

Sets

Tuples

Dictionaries

Introduction to MySQL

Basic SQL Querying

50+

Hours

Projects: Executive Diploma in ML & AI

Learn by doing projects across domains

Work on solving real world data challenges from top brands

30+

Projects to choose from

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What Will You Build?

See the practical work that has helped our learners land roles at top companies

Projects & case studies with the Executive Diploma in ML & AI

The Executive Diploma in Machine Learning and AI is built around applied learning. You’ll work on 80+ real-world case studies and 12+ capstone projects, all curated to simulate industry challenges. This hands-on approach ensures that your PG Diploma AI ML journey is both practical and career-relevant.

Here’s a glimpse of the kind of projects you'll work on in this PGD in ML and AI:

  • GenAI & LLM Projects
    • Customer Sentiment Analysis: Use GenAI to analyze Amazon and ChatGPT reviews to identify patterns and drive product improvement.
    • RAG Applications: Build Retrieval-Augmented Generation systems to convert long documents—like municipal transcripts or legal archives—into structured, actionable intelligence.
  • Predictive Modeling & Analytics
    • Energy & Logistics Forecasting: Apply linear regression to predict household energy usage or optimize delivery times for logistics firms.
    • NYC Taxi & Beer Data Analysis: Perform exploratory analysis to enhance fleet efficiency or streamline brewery operations.
  • SQL & Business Intelligence
    • Spotify & Insurance Analytics: Use advanced SQL to uncover insights from streaming and insurance datasets.
    • Snapdeal App Review Analysis: Translate app feedback into business requirements for product improvement.
  • Big Data & Real-Time Systems
    • Customer Engagement with PySpark: Analyze Mercari listings or user behavior at scale using distributed computing tools.
    • Real-Time Dashboards: Create real-time analytics pipelines for e-commerce or patient health monitoring using Kafka and AWS Kinesis.
  • Deep Learning Applications
    • Stock Price Prediction: Forecast market trends for companies like Microsoft and Amazon using RNNs.
      e-commerce
    • Climate Trend Analysis: Predict weather parameters in Morocco using historical sensor data and deep learning models.

These industry-relevant projects make the PG Diploma in AI and ML Online more than just a credential—they transform it into proof of your ability to solve real business problems using AI.

Capstone: Executive Diploma in ML & AI

Choose Your Capstone Project

1

Bring Your Employer's Business Problem

Go back and impress your boss and colleagues with the ML & AI solutions you come up with.

2

Bring a Future Employer's Business Problem

Show it off with your ML and AI solutions when you interview with your dream companies.

3

Choose a Problem From Your Domain

Pick 1 from over 12 domains and solve for classic and constant industry challenges using Machine Learning and AI.

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Faculty: Executive Diploma in ML & AI

Who will you learn from?

4

Instructors

6

Industry Experts

Certification: Executive Diploma in ML & AI

Earn valuable credentials and recognition

National and International Accreditation

WES recognised, equivalent to 1-year PG Diploma in Machine Learning and Artificial Intelligence

Prestigious Credentials

NAAC A+ accreditation (2021), NIRF rank 74 (2024), Curriculum equivalent to NSQF level 8

Lifetime Alumni Status

Join an alumni network of over 10,000 professionals, with many in key technical leadership roles

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IIIT Bangalore

The birth of IIIT-B coincided with the IT revolution in India - it has since produced alumni who have gone on to lead in top companies or start their own successful ventures. It 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.

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Experience: Executive Diploma in ML & AI

We will be there right through your learning journey

Hands-on 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

Why should you choose IIITB?

Choose IIIT Bangalore for its globally recognized faculty, cutting-edge AI & ML research, and a strong legacy of producing industry-ready professionals.

1. 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.
  • Supported by the Government of Karnataka and industry leaders, the institute fosters academic and industrial collaborations.
  • Its merit-based selection process ensures that only the brightest minds join its programs, making it a preferred choice for professionals pursuing a Post-Graduation in AI and ML or a PG Diploma in AI and Machine Learning.

2. Global Alumni Network:

  • IIITB has produced over 3,500 graduates, many of whom hold leadership roles in top IT firms globally.
  • This extensive alumni network provides mentorship and collaboration opportunities, giving students of the Post Graduate Program in AI and Machine Learning a competitive edge. Graduates of IIITB’s AI PG courses are well-prepared for industry challenges, thanks to the institute’s strong industry ties.

3. 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 in these fields.
  • Its expert faculty and advanced infrastructure create an ideal environment for students enrolled in its AI and ML certification programs.
  • Those pursuing a Post Graduate Program in AI and ML at IIITB benefit from hands-on learning and cutting-edge research opportunities.

4. 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.
  • This ranking reflects its commitment to academic excellence and high-quality research.
  • For those considering IIIT courses in AI and ML, IIITB stands out as a premium destination for advanced learning.

If you're looking to advance your career with a globally recognized postgraduate program in AI and Machine Learning, IIITB offers the expertise, industry connections, and research-driven curriculum to help you succeed.

Alumni Success: Executive Diploma in ML & AI

Different Journeys, Limitless Futures

Find upGrad alumni profiles and know more about their career path, specialisation and more!

Career Outcomes: Executive Diploma in ML & AI

What our learners have achieved?

A quick summary of the placement support received by this program's alumni

52%
Avg. Salary Hike
5/6
Learners saw positive career growth
300+
Hiring partners
2.5k+
Successful transitions

Top Recruiters

Amazon
Microsoft
Myntra
American Express
Tech Mahindra
Accenture
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Executive Diploma in ML & AI VS Other Courses

Why is our program the best in the market?

Breadth and Depth of Curriculum

Focused Bootcamp for Beginners

Gen AI infusion

Specialisations

Projects

Capstone Projects

Alumni Network and Legacy

Hands-On Learning

Faculty and Mentorship

Access to AI Productivity Tools

upGrad

All core ML & AI: NN, NLP, CV, MLOps, DL

3-month math and coding bootcamp for beginners

GenAI concepts including DL for GenAI and practical applications

Tracks in MLOps and GenAI with real-world relevance

Two industry-ready paths with complete project coverage

Learner-led capstones with cutting-edge problem statements

India’s largest AI/ML program with 10K+ learners & global alumni

60+ case studies, 25+ projects, 12+ real-world capstones

IIIT-B faculty + seasoned industry mentors

1 Month of FREE Microsoft Copilot Pro – Complimentary access to Microsoft AI tools (Word, Excel, PowerPoint & more) to boost productivity from day one.

Other Courses

Only basics or niche topics, missing advanced ML & GenAI

No structured beginner support

GenAI only lightly touched, lacking real-world focus

Limited tracks; lacks depth in MLOps and advanced AI

Few project options; limited exposure to real-world challenges

Limited and fixed project options

Smaller, platform-specific community

Mostly pre-built datasets, limited real-world work

Platform tutors, minimal academic involvement

Not typically offered or included.

Why Executive Diploma in Machine Learning and AI from IIIT-B?

The Executive Diploma in Machine Learning and AI offered by the International Institute of Information Technology, Bangalore (IIITB) is meticulously crafted to address the dynamic and evolving needs of today’s industry.

This program delivers a hands-on, industry-aligned curriculum, making it an ideal choice for professionals seeking to advance their careers through an Executive Diploma in ML and AI or a Post Graduate Diploma in Artificial Intelligence and Machine Learning.

Here’s how the Executive Diploma in AI and ML stands out:

  • Highest Salary Package: ₹1.23 Crore Per Annum
  • Career Transformations: Over 2,500 career transitions facilitated
  • Salary Growth: Average salary hike of 52%
  • Hiring Partners: 300+ top companies
  • Industry Experts: 700+ professionals with years of hands-on experience

Cutting-Edge Curriculum:

The Executive Diploma in Machine Learning & AI at IIITB delivers the latest advancements in AI and ML, blending deep theoretical knowledge with practical expertise. This program emphasizes real-world applications through AI and ML certification projects, preparing you for high-growth roles in the industry.

Learn from distinguished IIITB faculty, including Dr. Debabrata Das (Director), Chandrashekhar Ramanathan (Dean of Academics), and Prof. Tricha Anjali (Ex-Associate Dean), who bring unparalleled academic rigor and industry insights. This makes IIIT Bangalore a top choice for professionals exploring AI PG courses or IIIT courses in advanced technology.

Practical Learning Approach

  • 80+ Real-World Case Studies: Tackle AI and ML challenges across diverse industries to sharpen your problem-solving skills.

  • 12+ Capstone Projects: Build a compelling portfolio with hands-on projects that showcase your AI and ML expertise.

  • Golden Learning Ratio: Experience the perfect balance of mathematics, technical skills, and business strategy.

  • Complimentary Waivable Prerequisite Course: A two-month bootcamp prepares beginners with essential programming foundations, ensuring success in the Executive PG Diploma in AI and ML.

For professionals seeking a postgraduate program in AI and ML that combines academic excellence, industry relevance, and immersive learning, IIIT Bangalore’s Executive Diploma is the definitive platform to accelerate your career.

Alumni Reviews: Executive Diploma in ML & AI

What Our Learners Have To Say

Course Fees: Executive Diploma in Machine Learning & AI

Invest In Your Success

12 Months
Starting at
INR 7,500/month
Totally INR 3,15,000*Incl. Taxes

Inclusions

Pay INR 15,000 and block your seat Now!
View Plans
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Eligibility: Executive Diploma in ML & AI

How To Apply

The Executive Diploma in Machine Learning and Artificial Intelligence admissions process is easy and can be done entirely online.

Eligibility

Bachelors or Master’s Degree or its equivalent in any discipline with minimum 50% aggregate mark or equivalent CGPA. 

Why choose online learning for AI and Machine Learning Certification?

Balancing work and education can be challenging, but the Executive Diploma in ML & AI at IIITB is designed to make learning easily accessible. This AI PG course allows working professionals to enhance their expertise in AI and ML from any location, ensuring a seamless and flexible learning experience.

Cost-Effectiveness with Maximum Impact

Pursuing an Executive Diploma in AI and Machine Learning online offers a cost-effective alternative to traditional education, helping students gain valuable AI and ML certification without financial strain.

  • Approximately 60% reduction in costs compared to traditional in-person educational settings.
  • An average savings range from $10,000 to $15,000 per course, allowing for a greater investment in other life necessities.

The elimination of additional expenses associated with commuting and accommodation makes education more accessible to everyone.

Flexibility Tailored for Working Professionals

The Executive Diploma in ML & AI program is structured to accommodate professionals juggling work and education:

  • Students typically commit an average of 8 to 10 hours per week to their studies, allowing for a manageable balance between work, life, and education.
  • Learners benefit from 24/7 access to a wealth of learning materials, enabling them to study at their convenience, regardless of time zones.

Learn from Industry Leaders

The Executive Diploma in ML & AI offers expert-led instruction, ensuring top-tier education:

  • Online courses feature instructors affiliated with prestigious institutions, bringing credibility and expertise to the virtual classroom.
  • Additionally, courses are taught by seasoned industry practitioners from top tech companies, providing insights directly from professionals who are shaping the field.
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FAQs: Executive Diploma in ML & AI

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Talk to our experts. We are available 7 days a week, 9 AM to 12 AM (midnight)

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Disclaimer

1.The above statistics depend on various factors and individual results may vary. Past performance is no guarantee of future results.

2.The student assumes full responsibility for all expenses associated with visas, travel, & related costs. upGrad does not provide any a.