What is Artificial Intelligence?

Artificial intelligence programs computers to make them intelligent. This means making them able to learn and understand things like humans do. AI involves making computers that can understand human language and speech, identify patterns, make predictions, and so on.

What are the different types of Artificial Intelligence?

AI is broadly categorized into Type-I AI and Type-II AI Type-I AI contains three subtypes, Narrow AI, General AI, and Super AI. Artificial Narrow Intelligence, also known as applied AI, is a type of AI that focuses on a single task or a narrow range of functions. It is not as intelligent as General AI and cannot learn or improve itself. Artificial General Intelligence, also known as full AI, is a type of AI that can learn and improve itself. It is more intelligent than Narrow AI and can handle more complex tasks. Likewise, Type-II AI contains reactive machines, limited memory, theory of mind, and self-awareness as subtypes. Reactive machines are the simplest type of AI. They are based on pre-programmed rules and cannot learn or improve themselves. Limited memory is an AI that can remember past experiences and use them to make decisions in the present. The theory of mind is an AI that can understand human emotions and intentions. Self-awareness is a type of AI that is aware of its existence and can act accordingly.

Why is Artificial Intelligence important today?

It is, and will, impact on industries as it automates processes, analyzes large sets of data, and allows for more intelligent decision-making. This is the number one reason it is worthwhile to take an artificial intelligence course to future-proof your career.

How has Artificial Intelligence evolved?

AI courses on artificial intelligence and machine learning became more popular as the field grew from rule-based systems in the 1950’s to machine learning and deep learning models today.

What is the duration of the Executive Diploma in Machine Learning & AI from IIIT-B via upGrad?

The Executive Diploma in Machine Learning & AI from IIIT Bangalore , offered through upGrad, has a duration of 12 months. It’s one of the most popular and career-aligned artificial intelligence and machine learning courses in India.

I’m looking to build foundational knowledge in AI. What are some short AI certification courses by upGrad?

If you're just starting out and want to explore about AI applications across industries then upGrad offers multiple artificial intelligence online courses in collaboration with Microsoft. These are beginner-friendly and help you gain hands-on experience in specific domains: Generative AI Mastery Certificate for Managerial Excellence : Learn tools like Claude, Microsoft 365 Copilot & more Duration : 2 months | Certification by Microsoft Generative AI Mastery Certificate for Content Creation Hands-on with ChatGPT, DALL·E & creative AI tools Duration : 2 months | Certification by Microsoft Generative AI Mastery Certificate for Data Analysis Work with Power BI, ChatGPT & analytics-focused AI Duration : 2 months | Certification by Microsoft Generative AI Mastery Certificate for Software Development Learn GitHub Copilot, Azure & other AI dev tools Duration : 2 months | Certification by Microsoft

What is the fee for the Master's in Artificial Intelligence and Machine Learning from IIIT-B & LJMU via upGrad?

The Master of Science in Machine Learning & AI, offered jointly by IIIT-Bangalore and Liverpool John Moores University , starts at INR 13,250/month. The total fee is approximately INR 5,65,000 (inclusive of taxes) . This program is considered one of the best artificial intelligence courses in India, combining academic depth with industry-ready training.

How much does it cost to learn AI?

The cost of an artificial intelligence course depends on the program level. For example short-term certification like AI-Powered Python for Data Science may start as low as ₹20,000, while advanced AI and Machine Learning degrees, such as the Master’s from IIIT Bangalore and LJMU, can go up to ₹5.65 lakhs. upGrad also offers several artificial intelligence free courses with certificates for learners exploring foundational topics.

Are there any additional expenses apart from the course fees?

Most artificial intelligence and machine learning courses on upGrad are all-inclusive, covering course materials, live sessions, career support, and mentorship. However, optional certifications from external bodies or software licenses (if required) may incur minimal additional costs—clearly mentioned at the time of enrolment.

Can the course fees be paid in instalments?

Yes, upGrad provides flexible payment options for most artificial intelligence online courses. EMI plans start from lower for select programs, making it easier for working professionals and students to manage their AI course fees.

Are there any refund policies if a student decides to withdraw from the course?

Refund policies for online Artificial Intelligence and Machine Learning courses vary among institutions. Most have specific guidelines based on the timing of withdrawal from the course. It’s important to review these policies before enrollment to understand the terms and conditions thoroughly.

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Artificial Intelligence Courses

Artificial Intelligence programs computers to make them intelligent. This means making them able to learn and understand things like humans do.

Overview of Learning Artificial Intelligence with upGrad

Learning to master AI is no longer a choice; it must be your next career move, and upGrad can be your learning partner in gaining AI skills.

By gaining AI skills, you can acquire practical capabilities that can:

Boost your resume and LinkedIn profile with one of today’s most in-demand skill sets.

Offer jobs in multiple industries, 92% of leading tech companies are recruiting for AI roles.

Earn 56% higher salaries according to the latest PwC AI 2025 Jobs Barometer.

Key Highlights of Doing upGrad AI Skill Courses

Industry-aligned curriculum with hands-on projects
Recognized certifications from top universities like IIITB & LJMU.
Proven career outcomes with salary hikes post completion of the AI course.
Full career support with expert mentorship and guidance

Who Should Take AI Courses

These Artificial Intelligence courses and certification programs from upGrad in collaboration with top universities, are ideal for:

Working professionals who are looking to career transition into artificial intelligence and machine learning roles.
Data analysts and engineers are aiming to upgrade their AI skillset.
Fresh graduates who want to explore the best artificial intelligence courses to start their careers
Other includes tech enthusiasts interested in online artificial intelligence courses with certifications and real-world applications.

Where Can a Career in AI Take You?

According to PwC, jobs that are exposed to AI are experiencing 3 times higher revenue growth, 56% wage premiums, and 66% faster changes in skills, making AI skills are most in-demand assets today. It means Now’s the time to upskill. AI is not only the future, it’s the present

Below are the key skills you’ll gain after completing Artificial Intelligence courses and certifications from upGrad top university partners and becoming industry-ready.

An AI course from upGrad and its collaborating universities must ensure that you learn fundamental skills necessary for both technical and non-technical jobs, such as Python, neural networks, NLP, and prompt engineering.
There is an emerging demand for AI skills in industries, and it can be applied in all domains marketing, fintech, and healthcare, for roles such as AI Analyst, Machine Learning Engineer, and NLP Specialist.
Programs like the Master of Science in Machine Learning & AI from Liverpool John Moores University in collaboration with upGrad integrates online classroom learning and world experience which is advantageous for learners who want to learn artificial intelligence skills.
For professionals, an AI online course such as Executive Programme in Generative AI for Leaders from IIITB allows you to enhance your skills without interrupting your workday.
If you're exploring foundational concepts, the Generative AI Foundations Certificate Program by upGrad Campus is a great starting point with hands-on training.
Those seeking a cost-effective starting point can also check out an artificial intelligence free course with certificate to strengthen their base and explore the field.
Location-specific learners can explore the artificial intelligence course in India with options for cities like Bangalore, offering flexibility and local relevance.
Each program also provides transparent details around artificial intelligence course fees, helping you choose a learning track based on your goals and budget.
It does not matter much whether you just start or a pro. At upGrad we make sure that the best artificial intelligence course must aligned with your background and adds strong industry credibility and enhances your employability.

Best AI & Machine Learning Courses

Programs From Top Universities

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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Learn AI and Machine Learning from expert instructors in the field, and get insights from the forefront of AI & ML research.

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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

LJMU Profile

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

IIITB Profile

Chandrashekar Ramanathan

Dean Academics, IIITB

Prof. Chandrashekar has a PhD from Mississippi State University and experience of over 10 years in several multinational organisations.

IIITB Profile

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

LJMU Profile

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

LJMU Profile

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.

LinkedIn Profile

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.

IIITB Profile

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

LJMU Profile

AI & ML Projects

Learn by Doing

Engage in real-world AI/ML projects and apply your learning to practical scenarios in our AI and Machine Learning online learning classes.

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Projects

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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

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.

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

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

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.

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

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

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.

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

Career Outcomes of AI Course

After completing an online Artificial Intelligence certification, an online course, or maybe a full degree program from upGrad. You can get the wings for your career after gaining perfect AI skills demanded in the market today for high-growth.

Whether you choose an industry-recognized artificial intelligence online course or enroll in a regular degree like the B.Sc. in AI and Finance from JGU, the career outcomes are aligned with real-world demand and employer expectations.

Below we have provided some of the top job roles you can pursue after completing an artificial intelligence course in India from top universities by just sitting at your home with the average salaries:

AI Engineer: ₹6 - ₹18 LPA
Machine Learning Engineer: ₹7 - ₹20 LPA
Data Scientist: ₹9 - ₹20 LPA
Natural Language Processing (NLP) Engineer: ₹5 - ₹12 LPA
Computer Vision Engineer: ₹5 - ₹10 LPA
Business Intelligence Analyst: ₹6 - ₹12 LPA
AI Product Manager: ₹17 - ₹37 LPA
Deep Learning Engineer: ₹6 - ₹15 LPA

Source: Glassdoor

The right set of skills can be applied with confidence to positions in technology, finance, healthcare, marketing, and many other sectors. upGrad courses come with career mentorship and real-time project experience, and we have provide you with the ideal artificial intelligence programs that improve your job profile.

Placements in AI & Machine Learning Courses

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Transform your career with our certification in Artificial Intelligence and ML, boasting strong placement records. Level up now by getting offers.

51%

Average Salary Hike

₹1.23 Cr

Highest Salary Offered

3000+

Career Transitions

300+

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AI & ML Free Courses

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Start your AI/ML journey with our free online Machine Learning and AI courses and build your foundational knowledge for advanced learning.

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Free Certificate

ChatGPT for Developers

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

Introduction to Generative AI

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

Advanced Prompt Engineering with ChatGPT

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

How ChatGPT Understands You: Introduction to Natural Language Processing

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

Fundamentals of Deep Learning of Neural Networks

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

Linear Algebra for Analysis

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

Advanced SQL: Functions and Formulas

Improve your understanding of SQL as you learn about window functions, partitioning, query optimisation, case statements, stored functions & more in this course

11 Hours

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How Will upGrad Supports You

Industry Mentors

Receive unparalleled guidance from industry mentors, teaching assistants, and graders

Receive one-on-one feedback from our seasoned faculty on submissions and personalized feedback to improvement

Our Syllabus is designed to provide you with ample of industry relevant knowledge with examples

Why Choose upGrad for AI Learning?

upGrad has different variations of online courses in the domain of artificial intelligence, depending on the learner's scope of gaining skills.

Below mentioned key features of doing any sort of Artificial Intelligence course from upGrad in comparison to others.

Feature	upGrad AI Courses	Typical AI Courses
University Collaboration	Offered in partnership with top institutes like LJMU, IIIT-B, and JGU	Often unaccredited or based on single instructors.
Course Variety	Covers full degrees, executive programs & artificial intelligence free courses with certificates	Limited selection or generic short-term content
Curriculum Relevance	Industry-aligned artificial intelligence and machine learning courses with real-world applications	Mostly theoretical with outdated examples
Mentorship	1:1 mentoring, live sessions, and personalized feedback	Generic recorded videos and limited support
Flexibility	Self-paced artificial intelligence online course with structured guidance	Rigid timelines and low flexibility for professionals
Projects	Practical AI & ML projects included in every artificial intelligence course	Few or no real-world projects
Career Support	Resume building, mock interviews, career assistance	Minimal or no career guidance
Affordability	Transparent artificial intelligence course fee with EMI options	Often lack clarity in pricing or support options

Frequently Asked Questions on AI & ML

Explore Our Learning Platform

Learn on a personalised AI-powered platform that offers best-in-class content, live sessions & mentorship from leading industry experts.

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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.

Artificial Intelligence Courses

Overview of Learning Artificial Intelligence with upGrad

Key Highlights of Doing upGrad AI Skill Courses

Who Should Take AI Courses

Where Can a Career in AI Take You?

Best AI & Machine Learning Courses

AI & ML (0)

AI & ML Course Instructors

AI & ML Projects

Career Outcomes of AI Course

Placements in AI & Machine Learning Courses

Top Recruiters

Success Stories

AI & ML Free Courses

ChatGPT for Developers

Introduction to Generative AI

Advanced Prompt Engineering with ChatGPT

How ChatGPT Understands You: Introduction to Natural Language Processing

Fundamentals of Deep Learning of Neural Networks

Linear Algebra for Analysis

Advanced SQL: Functions and Formulas

AI & ML Videos

AI & ML Blogs

Learner Support and Services

Industry Mentors

Student Support

Q&A Forum

Expert Feedback

Why Choose upGrad for AI Learning?

Frequently Asked Questions on AI & ML

About Artificial Intelligence

About upGrad’s AI Courses

Fees & Payments for AI Courses and Certifications

upGrad Learner Support

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