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Upskill with some of the best Artificial Intelligence and Machine Learning Programs to become a part of this Gen AI generation. Explore the future by learning about Machine Learning and AI from best universities. Level up with our AI ML courses and get started in your career.
Top 1% Global Universities
1000+ Top Companies
Average 51% Salary Hike
1:1 Mentorship
Mock Interviews
Access to Job Portal
In today’s rapidly evolving tech world, professionals who upskill in AI and ML early are the ones who stay ahead. upGrad’s online Artificial Intelligence (AI) and Machine Learning (ML) programs equip you with the most in-demand skills, built for today’s tech-oriented world.
These artificial intelligence courses and machine learning courses are designed for flexibility and accessibility, making it easier for professionals to upskill while balancing their careers.
These Artificial Intelligence courses and Machine Learning certification programs are ideal for:
No matter your background, if you’re ready to thrive in a tech-driven world, there’s a program for your level.
Join a growing community of learners who’ve successfully transitioned into high-impact AI/ML careers:
By pursuing online AI/ML courses from upGrad, you gain hands-on, project-based learning and real-world exposure that catches the eye of top recruiters.
Our AI and ML courses offers exploration of the cutting-edge technology. Our curriculum, considered among the best ML courses online and best AI courses, covers foundational to advanced concepts. The AI and ML certification courses are perfect for anyone looking to start or advance their career.
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Start your AI/ML journey with our free online Machine Learning and AI courses for beginners and build your foundational knowledge for advanced learning.
Read MoreFree Certificate
Learn to harness the power of ChatGPT! Improve your productivity by making ChatGPT your personal coding assistant. Automate repetitive tasks like testing, other maintenance tasks and learn how to use ChatGPT APIs.
2 Hours
Free Certificate
What is Generative AI? Why has it recently become a buzzword? Dive deeper into the Generative AI landscape, its evolution over the years, its potential impact on industries, jobs, use cases and the skills you need to develop to succeed in the Generative AI era.
2 Hours
Free Certificate
This course on Artificial Intelligence will help in taking your first step towards learning the interactions between human language and computers i.e., NLP. The course covers the basics of NLP, and other topics such as RegEx for building tools for Spell Correction, Phonetic Hashing, and Spam Detection
11 Hours
Free Certificate
Ever wondered how AI-powered chatbots understand and respond to your questions? Join our course on Advanced Prompt Engineering with ChatGPT to craft effective prompts that enable ChatGPT to provide accurate and helpful responses. Discover the art of optimizing prompts, mastering conversational flow, and empowering ChatGPT to engage in meaningful and natural conversations, opening doors to enhanced customer support, virtual assistants, and more.
2 Hours
Free Certificate
Harness the power of ChatGPT and improve your productivity by making ChatGPT your personal coding assistant who can Automate repetitive tasks.
28 Hours
Free Certificate
Learn about vectors, linear transformations, matrices, eigenvalues and eigenvectors in Linear Algebra as you build a solid foundation for analytics with this course
5 Hours
Free Certificate
Improve your understanding of SQL as you learn about window functions, partitioning, query optimisation, case statements, stored functions & more in this course
11 Hours
Free Certificate
Learn about the various types of hypotheses, Decision-making criteria, critical value and p-value methods for testing Hypothesis.
11 Hours
Free Certificate
This data analytics course will help you learn how to use a random sample data to describe and make inference about the population.
15 Hours
Free Certificate
Learn the fundamentals of clustering in unsupervised learning as you introduce yourself to Clustering, K-Means Clustering Hierarchical Clustering, and its execution
11 Hours
Free Certificate
The course covers the concept of Logistic Regression and its applications in the industry.
17 Hours
Free Certificate
Learn the basics of simple and multiple linear regression, and their relevance in various industries.
21 Hours
As the demand for AI and machine learning professionals rises, upGrad offers specialized classes for machine learning and artificial intelligence and programs to cater to a wide range of career paths. These AI and ML certification courses provide learners with industry-relevant skills, blending academic rigor with practical application. These machine learning courses for beginners are a great choice for anyone wanting to step into the field of AI and ML. A machine learning certification in India in highly valued and increases the chances of landing a good job.
Whether you're looking to learn from online ML courses or pursue an advanced artificial intelligence course online with a certificate, these specializations provide the flexibility and depth to achieve your goals.
A popular specialization for those interested in combining data science with AI.
Ideal for those wanting to master advanced AI ML courses focused on neural networks.
Specialize in understanding and building models that process human language.
Focuses on enabling machines to interpret visual data.
Learn how agents make decisions through interactions with environments.
Tailored for professionals aiming to apply for AI and learn through online ML courses to solve business challenges.
With these specialized AI and ML certification programs, learners can gain expertise in cutting-edge AI domains, positioning themselves for success in the rapidly evolving tech industry.
AI and ML professionals are among the highest-paid in the tech industry due to the increasing demand for these specialized skills.
The average salary packages for AI and ML professionals in India vary depending on experience and job roles.
Here are the top 5 job roles and their average annual salaries:
Sourced from Glassdoor
Salaries increase significantly with experience and expertise, often reaching INR 20-30 LPA for senior positions. The AI and ML fields offer not only lucrative pay but also job security and continuous growth opportunities.
Transform your career with our certification in Artificial Intelligence and ML, boasting strong placement records. Level up now by getting offers.
Read MoreCompleting an online AI and ML course, such as an AI ML certification or a machine learning program, opens up numerous high-growth career paths across industries. From data science to automation, professionals trained through AI ML courses online are in high demand.
Engage in real-world AI/ML projects and apply your learning to practical scenarios in our AI and Machine Learning online learning classes.
17+
Projects
In this assignment, you will work for a consumer finance company which specialises in lending various types of loans to urban customers and use EDA to analyse the patterns present in the data. This will ensure that the applicants are capable of repaying the loan and are not rejected.
Credit EDA Assignment
In this assignment, you will work for a consumer finance company which specialises in lending various types of loans to urban customers and use EDA to… Know More
Telecom companies often face the problem of churning customers due to the competitive nature of the industry. Help a telecom company identify customers that are likely to churn and make data-driven strategies to retain them from the perspective of a business analyst.
Model Selection Case Study -Telecom Churn
Telecom companies often face the problem of churning customers due to the competitive nature of the industry. Help a telecom company identify customer… Know More
Face Mask Detection
Create a custom object detector using the YOLO algorithm to detect the presence of face masks in the images of different people.
Machine Translation System
You will build an attention based neural machine translation model translating from one language to another.
Build a Model for converting MRI images from one type (T1) into other (T2) and vice versa. CycleGAN model is used for producing T2 type MRI images given T1 type input MRI images.
Style Transfer using GAN's
Build a Model for converting MRI images from one type (T1) into other (T2) and vice versa. CycleGAN model is used for producing T2 type MRI images gi… Know More
Predict the sales for a european pharma giant using a host of different types of variables. Apply VAR and VARMAX models to build the appropriate model.
Sales Forecasting
Predict the sales for a european pharma giant using a host of different types of variables. Apply VAR and VARMAX models to build the appropriate mode… Know More
Build a sentiment analysis based product recommendation system to recommend the similar products to the users. Sentiment analysis is used to fine tune the product recommendation system.
Sentiment analysis based Product Recommender system
Build a sentiment analysis based product recommendation system to recommend the similar products to the users. Sentiment analysis is used to fine tune… Know More
Eye for the Blind
Build a model that can help any visually impaired person in understanding image present before them.
Custom Entity detection in Healthcare data
You will build a custom NER to get the list of diseases and their treatment from a medical healthcare dataset.
Learners will use the Markov Decision Process & Q-Learning to build an RL agent that learns to choose the best request so as to maximise the total profit earned by the agent that day.
Maximising profit of cab driver using RL
Learners will use the Markov Decision Process & Q-Learning to build an RL agent that learns to choose the best request so as to maximise the total pro… Know More
Build a model to using the concepts of natural language processing and recommender systems to recommend news stories to users on a popular news platform.
News Recommender System
Build a model to using the concepts of natural language processing and recommender systems to recommend news stories to users on a popular news platfo… Know More
Gesture Recognition
Make a Smart TV system which can control the TV with user’s hand gestures as the remote control
Melanoma Detection Assignment
Build a neural network from scratch in Tensorflow to identify the type of skin cancer from image.
Train an agent to play Tic Tac Toe
Learners will apply Q-Learning to train an RL agent to play the game of numerical Tic Tac Toe.
Classification of customer complaints
Create a solution that will help in identifying the type of complaint ticket raised by the customers of a multinational bank
To create an ML system that can predict the propensity of customers cancelling the subscription plan. The aim of the project is to provide the marketing team with insights into why a customer is choosing to leave. This will assist in identifying the probability of customer churn in the future so that preventive action can be taken.
Customer Churn prediction
To create an ML system that can predict the propensity of customers cancelling the subscription plan. The aim of the project is to provide the market… Know More
Advanced Regression
Build a regularised regression model to understand the most important variables to predict.
Understand the factors that drive the Airbnb business and help the team leads tackle problems and bottlenecks through extensive data analysis on UI tools.
Airbnb Case Study
Understand the factors that drive the Airbnb business and help the team leads tackle problems and bottlenecks through extensive data analysis on UI to… Know More
Take your career to the next level with upGrad’s AI and ML programs, designed to empower both beginners and experienced professionals. Whether you're just starting out or aiming for a leadership role in AI, we offer flexible online learning paths to suit every goal and schedule.
With expert mentorship, hands-on projects, and globally recognized certification for machine learning and artificial intelligence, upGrad ensures you gain job-ready skills that employers value.
Best For: Beginners or professionals looking to build strong AI/ML foundations quickly.
Best For: Professionals aiming to deepen AI/ML expertise and apply it in real-world scenarios.
Best For: Career changers, aspiring data scientists, and AI leaders seeking a full-fledged degree.
8
Instructors
8
Industry Experts
Dr. Atif Waraich
Faculty - Computer Science, LJMU
A Senior faculty of Engineering and Technology at LJMU who has multiple publications in the health care domain
Prof. Dhiya Al-Jumeily
Faculty: Faculty of Engineering and Technology
A senior member of the IEEE and a chartered IT Professional, he is a fellow of the UK Higher Education ACademy
Tricha Anjali
Ex-Associate Dean, IIITB
Prof. Anjali has a PhD from Georgia Institute of Technology as well as an integrated MTech (EE) from IIT Bombay.
Prof. Paulo Lisboa
Head of Dept - Applied Mathematics, LJMU - Retired
Studied mathematical physics at LU and was the chairman of Industrial Mathematics at KMJU in 1996 and Head of Graduate School in 2002
Prof. G. Srinivasaraghavan
Professor, IIITB
Prof. Srinivasaraghavan has a PhD in Computer Science from IIT-K and 18 years of experience with Infosys and several other MNCs.
Debabrata Das
Director, IIITB
Dr. Debabrata Das is Director of IIITB. He has received his PhD from IIT-KGP. His main areas of research are IoT and Wireless Access Network
Chandrashekar Ramanathan
Dean Academics, IIITB
Prof. Chandrashekar has a PhD from Mississippi State University and experience of over 10 years in several multinational organisations.
Dr. Gabriela Czanner
Faculty - Engineering and Technology, LJMU
A Senior lecturer at Department of Applied Mathematics at LJMU. Her research focus is advanced statistics for decision support
Learn AI and Machine Learning from expert instructors in the field, and get insights from the forefront of AI & ML research.
Learn AI and Machine Learning from expert instructors in the field, and get insights from the forefront of AI & ML research.As industries rapidly embrace AI and machine learning, professionals must equip themselves with the right skills to stay competitive. upGrad’s online AI and ML courses are designed to help learners master this evolving field through world-class education, practical artificial intelligence training, and career support. Making it easier for you to learn ML and AI concepts.
Here’s why upGrad is the best choice for advancing your career:
Choose from a wide range of AI and ML certification programs, including:
These courses cater to learners at all levels, from beginners to experienced professionals looking to specialize in AI and ML.
From beginner-friendly machine learning classes online to advanced AI and ML certification programs, upGrad offers the best courses on artificial intelligence, which are industry-relevant, practical learning to help professionals advance their careers in AI and ML.
Access the various career developement support services offered by upGrad to help you achieve your professional goals
Receive unparalleled guidance from industry mentors, teaching assistants, and graders
Receive one-on-one feedback on submissions and personalised feedback on improvement
Online AI ML online courses offer flexibility, accessibility, and cutting-edge skills for modern learners. Whether you're a working professional or a student, AI and ML courses online let you learn at your own pace while gaining industry-relevant expertise. upGrad provides one of the best artificial intelligence courses for working professionals.
Enrolling in an AI and ML certification program online ensures you gain in-demand skills while enjoying the benefits of flexible and interactive learning with some of the best courses on AI.
In a competitive world where artificial intelligence courses and certified machine learning courses are shaping future careers, choosing the right program is essential. upGrad’s online artificial intelligence programs and machine learning AI courses are designed to provide a unique blend of academic excellence and hands-on training.
These AI and ML courses offer AI certification, personalized mentorship, and an industry-aligned curriculum, helping learners become industry-ready with skills in AI training and machine learning certification.
Here’s a detailed comparison of upGrad’s offerings against typical AI classes and machine learning programs:
Feature | upGrad Artificial Intelligence and Machine Learning Courses | Other Artificial Intelligence and Machine Learning Courses |
Curriculum | Industry-aligned artificial intelligence and some of the best courses in machine learning, developed with top universities and experts, focusing on real-world applications. | AI courses are mostly theoretical, lack real-world integration. |
Mentorship | Personalized 1:1 mentorship and feedback in top AI courses and Machine Learning engineer courses online from industry leaders. | Generalized guidance with little personalized feedback in typical AI and ML courses. |
Learning Flexibility | Self-paced learning with live sessions, perfect for balancing AI training with work and life commitments. | Fixed schedules, make it challenging for professionals to manage AI certification courses. |
Projects & Assignments | Real-world projects and assignments in machine learning courses and artificial intelligence classes for hands-on experience. | Hypothetical assignments that lack practical business context in traditional AI courses online. |
Career Support | AI and machine learning certification support, including resume building and interview prep for career advancement. | Minimal or no career assistance in other AI certification programs or machine learning training. |
Peer Networking | Connect with a global alumni network for better opportunities in AI learning courses and machine learning programs. | Limited peer engagement in typical machine learning online courses and AI classes. |
Tools & Resources | Cutting-edge tools and platforms for an immersive artificial intelligence learning experience. | Outdated resources, often lack interactive elements in AI courses or ML courses. |
Whether you are seeking a Master's in AI, a diploma in AI, or a machine intelligence course, upGrad provides the right mix of flexibility, mentorship, and AI certification courses. With upGrad’s best artificial intelligence courses, you don’t just learn AI and ML—you master it.
The ML & AI Industry is growing rapidly and is expected to continue to do so in the coming years. As machine learning becomes more sophisticated and accessible, it is likely to have a major impact on all industries
95%
Businesses expect AI/ML to have a positive impact on their industry in the next five years
37%
Organisations have adopted AI
16%
Expected to replace all US jobs in less than half a decade
77%
Businesses are using AI/ML for automation
The artificial intelligence revolution is not just on the horizon—it’s already reshaping the global economy, industries, and the future of work. For professionals and students alike, gaining AI and machine learning skills is no longer optional—it's essential. It has become crucial to
The global AI market is projected to grow exponentially—from $93.5 billion in 2021 to $267 billion by 2027, and further to $1.01 trillion by 2031, according to the latest forecasts.This represents a staggering CAGR of 26.6% from 2025 to 2031, fueled by technological advancements and increasing enterprise adoption.
By 2025, the AI market will reach $244.22 billion, and nearly 97 million professionals will be actively working in AI-related roles.
From healthcare to finance, retail to manufacturing, AI is becoming a cornerstone of operational strategy:
As organizations race to integrate AI, the demand for AI and ML talent is skyrocketing—and the skills gap is widening.
To meet this demand, online learning platforms such as upGrad, Coursera, edX, and Simplilearn are expanding their offerings, bringing top-tier AI education to global learners. From short-term certifications to AI master’s degrees, there are now learning paths for every career stage.
These flexible, scalable programs ensure learners can upskill without quitting their jobs, making them an ideal choice in today’s dynamic job market.
Artificial intelligence is set to contribute an astounding $15.7 trillion to the global economy by 2030. This growth is driven by:
To participate in this economic wave, professionals must equip themselves with practical, industry-aligned AI skills—and that’s where online education becomes pivotal.
Today’s learners can choose from:
With more accessible learning platforms, AI and ML education will continue to expand, offering career opportunities for students and professionals alike.
Looking for IoT Project Ideas? Start off with these cool IoT project ideas to test your strengths & weakness but also help you to gain exposure that can be helpful for boosting your career.
Kechit Goyal
Looking for Artificial Intelligence Project Ideas? Start off with these cool AI project ideas to test your strengths & weakness but also help you to gain exposure that can be helpful for boosting your career.
Pavan Vadapalli
Did you know that you can classify or analyze images within a few lines of code using CNN? Check out this article that explains the Convolutional Neural Network architecture explaining its 5 layers.
MK Gurucharan
Looking for Machine Learning Project Ideas? Start off with these cool machine learning project ideas to test your strengths & weakness but also help you to gain exposure that can be helpful for boosting your career.
Jaideep Khare
Are you curious to learn more about chatbot using Python and how to make chatbot in python? We’ll take a step by step approach and break down the process of building a Python chatbot.
Kechit Goyal
If you are new to machine learning, check out this article to learn 6 different types of regression in machine learning, under what condition each of them can be used and understand the regression modeling concept.
Pavan Vadapalli
Artificial Intelligence has a lot of potentials. But, do you know the issues surrounding the field? Read below to find out about the challenges in AI.
Pavan Vadapalli
Enrolling in an AI ML course in India can unlock exciting career opportunities in AI and data science. Whether you're starting after high school or looking for an advanced AI and ML certification, there are multiple pathways to gain industry-relevant skills.
Here's a step-by-step guide to help you understand the different options available:
As artificial intelligence (AI) and machine learning (ML) continue to transform industries worldwide, pursuing an AI ML course online from an international university offers an excellent opportunity for advanced learning.
Many countries have been offering specialized AI and ML courses for decades, making them a great choice for those seeking in-depth knowledge and global exposure.
Studying AI and ML courses online from renowned international universities can give you a strong foundation in the field.
Some of the top institutions offering AI ML certification and machine learning courses online include:
These universities provide specialized machine learning programs, artificial intelligence courses, and AI intelligence courses, covering both theoretical and practical aspects of the field.
To enroll in an AI and ML certification or an international AI ML course online, you must meet certain eligibility requirements, including:
1. English Language Proficiency:
Most AI and ML courses abroad require English language test scores to ensure effective communication.
Typical requirements include:
2. Educational Background:
3. Academic Performance:
4. Letters of Recommendation:
Pursuing an AI ML course abroad not only enhances your skills but also gives you a competitive edge in the global job market.
India is rapidly emerging as a hub for AI ML courses, offering numerous opportunities for professionals and students to pursue AI and ML certification and machine learning training. Several cities across the country have become prominent centers for AI and ML courses online, providing access to top universities and industry-focused programs.
As the capital city, Delhi leads in technological advancements and business growth. With a rising demand for AI professionals, Delhi is an excellent choice for those looking to pursue an AI ML certification or an artificial intelligence course.
Top institutions offering AI and ML courses include:
Kolkata is known for its strong academic culture and is quickly gaining recognition in AI education. The city provides a great environment for students interested in machine learning certification and AI intelligence courses.
Leading institutions include:
With its thriving tech ecosystem, Chennai is an ideal place to pursue AI ML courses online and best AI courses online. The city is home to some of India’s best universities for AI and ML certification and offers one of the best courses to learn machine learning:
Often called the “Silicon Valley of India,” Bangalore is the top destination for AI professionals. The city offers world-class AI ML courses and AI machine learning courses at institutions such as:
Hyderabad’s modern tech industry and deep academic roots make it a great choice for AI learning courses and online machine learning courses.
Some top colleges include:
With a strong IT presence, Pune offers some of the best AI ML certification programs and one of the best machine learning courses online.
Key universities include:
Ahmedabad is emerging as a significant IT hub, making it a prime destination for AI and ML courses and advanced artificial intelligence courses.
Notable institutions include:
As India’s financial capital, Mumbai provides excellent career opportunities along with top-quality AI technology courses and machine learning classes.
Leading institutions include:
These cities offer some of the best AI ML courses online, whether you’re looking for an AI and ML certification, a Master of Science in Artificial Intelligence, or a specialized AI ML course to advance your career.
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Pursuing an artificial intelligence course or a machine learning course with a certificate through upGrad opens pathways to exciting careers in AI and ML. upGrad’s programs cater to a wide range of learners, from beginners in machine learning from basics to those aiming for a master of Science in artificial intelligence.
Enrolling in an artificial intelligence course or a machine learning course online requires candidates to meet specific admission criteria. These requirements ensure that students are prepared for the rigor of AI training and machine learning classes.
Whether you're looking at advanced artificial intelligence courses, AI certification courses, or masters in artificial intelligence, the process is designed to be straightforward and accessible.
Talk to our experts. We are available 7 days a week, 9 AM to 12 AM (midnight)
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1.upGrad does not grant credit; credits are granted, accepted, or transferred at the sole discretion of the relevant educational institution offering the diploma or degree. We advise you to enquire further regarding the suitability of this program for your academic, professional requirements and job prospects before .
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