Join India's #1 Artificial Intelligence Program

PGP - Artificial Intelligence & Machine Learning

Weekend Classroom | Online Mentorship
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Applications Close Tomorrow

Academic Partners

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  • UT Austin University Logo
Great Learning Salary Hike

3000+

Successful career transitions

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4.7

Average program rating

Great Learning job opportunity

250+

Leading organizations hire our alumni

Great Learning course completion

90%

Course completion rate, highest globally

Why Join PGP-Artificial Intelligence and Machine Learning?

Dual Certificate & ePortfolio

Earn Dual Certificate from The University of Texas at Austin and Great Lakes . Your certificate and ePortfolio can also be shared on social media channels to establish your credibility in Artificial Intelligence and Machine Learning.

Great Learning artificial Intelligence and Machine Learning certificate
Artficial intelligence and machine laerning certificate by university of Texas at Austin

Sample ePortfolio

Great Learning academics eportfolio of artificial intelligence alumnus

Curriculum

The PGP-Artificial Intelligence and Machine Learning curriculum has been designed by Great Lakes and UT Austin-McCombs with the learning content and assessments created by faculties from Great Lakes, UT Austin, IIT-Bombay and other practising data scientists and Artificial Intelligence experts.

Foundations
Python for AI & ML
  • Python Basics
  • Jupyter notebook – Installation & function
  • Python functions, packages and routines
  • Pandas, NumPy, Matplotlib, Seaborn
  • Working with data structures,arrays, vectors & data frames
Statistical Learning
  • Descriptive Statistics
  • Inferential Statistics
  • Probability & Conditional Probability
  • Probability Distributions - Types of distribution – Binomial, Poisson & Normal distribution
  • Hypothesis Testing
Machine Learning
Supervised Learning
  • Multiple Variable Linear regression
  • Multiple regression
  • Logistic regression
  • K-NN classification
  • Naive Bayes classifiers
  • Support vector machines
Unsupervised Learning
  • K-means clustering
  • Hierarchical clustering
  • High-dimensional clustering
  • Dimension Reduction-PCA
Ensemble Techniques
  • Decision Trees
  • Random Forests
  • Bagging
  • Boosting
Recommendation Systems
  • Introduction to Recommendation systems
  • Content based recommendation system
  • Popularity based model
  • Collaborative filtering (User similarity & Item similarity)
  • Hybrid models
Artificial Intelligence
Neural Network Basics
  • Gradient Descent
  • Introduction to Perceptron & Neural Networks
  • Batch Normalization
  • Activation and Loss functions
  • Hyper parameter tuning
  • Deep Neural Networks
  • Tensor Flow & Keras for Neural Networks & Deep Learning
Computer Vision
  • Introduction to Convolutional Neural Networks
  • Forward propagation & Backpropagation for CNNs
  • Convolution, Pooling, Padding & its mechanisms
  • CNN architectures like AlexNet, VGGNet, InceptionNet & ResNet
  • Transfer Learning
Statistical NLP (Natural Language Processing)
  • Bag of Words Model
  • TF-IDF
  • POS Tagging
  • Named Entity Recognition
  • Tokenization
  • Stop Words
  • Word Vectorizer
Sequential NLP (Natural Language Processing)
  • Introduction to Sequential data
  • RNNs and its mechanisms
  • Vanishing & Exploding gradients in RNNs
  • Time series analysis
  • LSTMs
  • LSTMs with attention mechanism
  • GRUs - Gated recurrent unit
  • Case study: Machine Translation
  • Case study: Sentiment analysis
Advanced Computer Vision
  • Semantic segmentation
  • YOLO
  • Siamese Networks
  • Object & face recognition using techniques above
GANs(Generative adversarial networks)
  • Introduction to GANs
  • AutoEncoders
  • How GANs work?
  • Applications of GANs
Reinforcement Learning
  • Value based methods Q-learning
  • Policy based methods
Languages and tools
  • Python
  • Data libraries like Pandas, Numpy, Scipy
  • Python ML library scikit-learn
  • Python visualization library Matplotlib
  • NLP library NLTK
  • Tensor Flow
  • Keras
  • Seaborn

Capstone Projects

Candidates will work on 12+ projects and a capstone project spread across topics such as Statistical Learning, Supervised / Unsupervised Learning, Ensemble / Reinforcement Techniques, Neural Networks, NLP, Computer Vision using data from companies like Uber, Netflix, AlphaGo (Google), Amazon.

Hackathons

Participate in company sponsored hackathons and establish your expertise. Apply your new skills to solve real-world problems. Here are some of our recent hackathons
Card image cap
Hackathon: 02nd Feb 2019

HR Analytics

The problem statement is to build a machine learning model to classify salary range of different employees based on employer information.

12 Teams
  • Bangalore
Great Learning Logo
Card image cap
Hackathon: 19th Jan 2019

Medical Speciality

Build a Machine Learning model which can extract information from medical prescriptions and can identify keywords to identify the medical domain of the problem which the patient is suffering from.

19 Teams
  • Chennai
  • Hyderabad
Great Learning - Hackathon Buddihealth
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Hackathon: 08th Sep 2018

Ad-channel Marketing

The challenge is to build a machine learning algorithm based on 1 million click data over 4 days from an advertisement that predicts whether a user will download an app after clicking on the advertisement.

10 Teams
  • Bangalore
Great Learning Logo

Learn from the Best

Learn from leading academicians in the field of Artificial Intelligence and Machine Learning and several experienced industry practitioners from top organizations. An indicative list of Artificial Intelligence and Machine Learning experts engaged with us include:

Hands-On Learning from Artificial Intelligence and Machine Learning Practitioners

Get invaluable input from the who's who of the industry:

India's Most Exhaustive Artificial intelligence Course

Classroom | Online

Career Support - GL Excelerate

As a participant in this program, GL Excelerate helps you unlock your potential, highlight your skills and connect to the right opportunities for your next job.

Great Learning interview preperation
Exclusive recruitment drives

Attend Great Learning job fairs organised every 2 months across cities. Participate in our recruitment drives with top tech companies looking for professionals like you.

Great Learning rec drive
Access to curated jobs

Access a list of jobs relevant to your experience and domain. Leverage our dedicated career support team working with 200+ organisations, who’ll recommend the right jobs for you.

Interview preparation workshops

Familiarise yourself with commonly asked questions that’ll help you crack any technical interview. Use your ePortfolio to showcase your skills and improve your chances of getting hired.

Great Learning career mentorship
Personalised career mentorship

Get an expert career mentor personalised to your experience and industry, who will help you navigate your path to career success. Get guidance on choosing the right opportunities, building a great CV and much more.

Organizations Participating in Recruitment Drives

Great Learning Career support companies Great Learning Career support companies

Alumni Reviews

What students say about us

Batch Profile

The PGP-Artificial Intelligence and Machine Learning class consists of working professionals from excellent organizations and backgrounds maintaining an impressive diversity across work experience, roles and industries.

Batch Industry Diversity

Learning course batch industry diversity

Batch Work Experience Distribution

Learning batch work experience distribution

The PGP-Artificial Intelligence and Machine Learning class comes from some of the leading organizations.

Great Learning - Artificail Intelligence and Machine Learning classes by leading organisation Great Learning - Artificail Intelligence and Machine Learning classes by leading organisation

Unique Assisted Learning Formats

In each format, students learn the same modules, take part in the same projects, and gain the same skills employees need, in a systematic and structured manner while balancing their professionals commitments

Online + Mentorship Mode

Great Learning artificial intelligence learning format 1

Weekend Classroom Mode

Great Learning artificial intelligence learning format 2

Learn as per your convenience

Online+Mentorship Mode

  • Recommended if you prefer learning online
  • 72+ hours of online mentorship
  • 12 Month Course
  • 150+ hours of online resources
  • Individual doubt-solving with expert mentors
  • Personalised feedback from industry experts
  • Dedicated Online groups to interact with your mentor
Great Learning rupee icon 2,40,000 + GST

Weekend Classroom Mode

  • Recommended if you prefer learning in the classroom
  • 250+ hours of classroom sessions
  • 12 Month Course
  • 150+ hours online resources
  • Live faculty interactions and doubt solving
  • Interact and network with 50+ peers
  • Lab work with faculty guidance
Great Learning rupee icon 3,60,000 + GST

Admission Details

Eligibility

The program is aimed at candidates who:

  • done Possess a Bachelor's degree with a minimum of 50% aggregate marks or equivalent.
  • done Are comfortable using a programming language and are familiar with college-level mathematics and statistics

Great Learning offers a free pre-course tutorial for candidates who do not know Python

Grear Learning admission and selection process

Selection Process

Step 1

Fill application form

Step 2

Get reviewed

Go through a screening call with the Admission Director's office.

Step 3

Join the Artificial Intelligence Course

Your profile will be shared with the Artificial Intelligence Program Director for final selection. You’ll be one of the select few to join our course.

Payments

Candidates can pay the Artificial Intelligence course fee through

account_balance
Net Banking
credit_card
Credit/Debit Cards
Cheque
Cheque, DD

Financial Aid

With our corporate financial partnerships avail education loans at 0% interest rate*.

Great Learning education loan financial partners by Zestmoney
Great Learning education loan financial partners by Eduvanz
Great Learning education loan financial partners by HDFC

*Conditions Apply. Please reach out to the admissions team for more details.

Upcoming Application Deadline for the Artificial Intelligence Course

Tomorrow

We follow a rolling admission process and admissions are closed once the requisite number of participants enroll for the upcoming batch. So, we encourage you to apply early and secure your seat.

Apply Now

Frequently Asked Questions

What is the ranking of UT Austin's Artificial Intelligence course?
Artificial Intelligence Program offered by The University of Texas at Austin is ranked No. 8 in US by US News Best Science School, 2018
What is the role of The University of Texas at Austin - McCombs School of Business in the PGP-Artificial Intelligence and Machine Learning?
The PGP-Artificial Intelligence and Machine Learning curriculum has been designed by Great Lakes and UT Austin-McCombs with the learning content and assessments created by faculties from Great Lakes, UT Austin, IIT-Bombay and other practising data scientists and Artificial Intelligence experts.
Upon completion, all successful participants get Dual Certificate from Great Lakes and The University of Texas at Austin.
What is the eligibility for the Artificial Intelligence course?
The post-graduate program in Artificial Intelligence and Machine Learning is a hands-on course designed for technology professionals. The eligibility criteria are as follows:
  • Possess a Bachelor's degree with a minimum of 50% aggregate marks or equivalent.
  • Are comfortable using a programming language and are familiar with college-level mathematics and statistics.
What will my learning schedule be like?

Online+Mentorship Mode : You can learn concepts online with recorded sessions, and clarify your doubts at the end of the week with online personalized mentoring sessions with an industry expert.

Weekend Classroom Mode : You’ll learn concepts and theory in monthly weekend classes. You can revise what you’ve learnt in the classroom with online learning resources such as videos, reading material. You will get in-person guidance from the faculty for solving doubts, doing lab work, and completing projects.

Who will teach Artificial Intelligence course?
Classroom sessions are delivered by Great Lakes faculty in conjunction with technology specialists with decades of Advanced Artificial Intelligence and Machine Learning expertise. Industry stalwarts who apply machine learning tools and techniques everyday will contribute to your learning outcomes through industry sessions, case studies and project support.
What kind of learning assistance will I get?

Online+Mentorship Mode : You will get weekly assistance from expert industry practitioners, who will clarify your doubts, and offer guidance regarding your projects.

Weekend Classroom Mode : The classroom faculty will be present to clear all your doubts. They will also guide you in your lab sessions and for projects. All Great Learning faculty are highly experienced and technically skilled, and will be eager to make you learn effectively.

When does the Artificial Intelligence course begin?
Who are the mentors as part of this Artificial Intelligence course?
You can find the details of the mentors in the program page. Suffice to say, the mentors are industry practitioners with leading organizations and come with extensive experience in their fields.
Will I have to spend more on other material?
All required content is included in the Artificial Intelligence Course fee and available at any time during (and after completion of) the course. You are welcome to purchase additional material for your own reference on faculty recommendation.
I am not from a technical background - Can I join?
We require that you have a technical background to get the most out of the Artificial Intelligence course. The class will comprise of seasoned professionals, often with years of technical experience, and we have designed the Artificial Intelligence course with this in mind. For those of you who are interested, and do not have a significant technical background, we offer other courses. Please contact the admissions team for more information.
Will the content be available after the Artificial Intelligence course is completed?
We believe that learning is continuous and hence all learning material – lecture notes, online content and supporting material – will be available through the online platform for 3 years after completion of the Artificial Intelligence course.
How will I be evaluated during the Artificial Intelligence course?
In this holistic and rigorous course, you will be evaluated continuously. All quizzes, assignments, attendance and projects are used to evaluate and monitor your progress towards the desired learning outcomes.
Can my company sponsor me?
Will there be placements at the end of this Artificial Intelligence course?
As a participant in this Artificia Intelligence course, our career support initiative GL Excelerate helps you unlock your potential, highlight your skills and connect to the right opportunities for your next job with following activities.
  • Exclusive recruitment drives
    Attend Great Learning job fairs organised every 2 months across cities. Participate in our recruitment drives with top tech companies looking for professionals like you.
  • Access to curated jobs
    Access a list of jobs relevant to your experience and domain. Leverage our dedicated career support team working with 200+ organisations, who’ll recommend the right jobs for you.
  • Interview preparation workshops
    Familiarise yourself with commonly asked questions that’ll help you crack any technical interview. Use your ePortfolio to showcase your skills and improve your chances of getting hired.
  • Personalised career mentorship
    Get an expert career mentor personalised to your experience and industry, who will help you navigate your path to career success. Get guidance on choosing the right opportunities, building a great CV and much more.
What is the admission process?
How can I apply for this Artificial Intelligence course?
How will I get access to online labs?
Online access to the lab will be provided at the start of the program. You can get access to various tools and libraries using the lab environment.
Will there be any Financial Assistance?
We have tie-ups with HDFC Credlia, Avanse Education (DHFL Group), MoneyTap, Credifiable, and Axis Bank for providing education loans.
What is a Capstone Project?
All the candidates will be analyzing a real world problem using a range of tools & techniques that they have learned in class. The candidates will be also given access to online Labs which will help them during the project. The duration of the project is 3-4 months.
Can I brush up on my programming before we start?
Yes, once admitted, you will receive a programming refresher (online) on Python. We strongly recommend that you complete these introductory online courses so that you are ready from day one of the Artificial Intelligence course.
Do candidates need to bring their own laptop?
The candidates need to bring their own laptops; the technology requirement shall be shared at the time of enrolment.

Artificial Intelligence Course by Great Learning: A Future to Rely On

As technology advances along with time, AI or Artificial Intelligence can be seen making its mark everywhere. Human capabilities like understanding the intricacies of different languages, vision, speech, as well as crafting intelligent ideas are all now achievable with the use of AI technology that goes way beyond simple day-to-day applications. At Great Learning, we invest in the technology of the future and AI being one such technology, is one of our most popular courses. Our Artificial Intelligence course picks up aspiring AI knowledge seekers all the way from a basic introduction to the mastery of skills that help develop deep learning portfolios for effective industrial implementations.

What technologies are used for developing AI skills?

The basic skills taught in the Artificial Intelligence course by our highly-trained academicians includes:

  • Python Programming Language
  • Mathematics
  • Data Analysis
  • Azure Machine Learning
  • Computer Vision
  • Speech Recognition
  • Natural Language Processing

What will you learn with Great Learning Artificial Intelligence Course?

If you are someone looking to learn this highly in-demand skill, enrolling in our Artificial Intelligence course is the best thing you can do.

Here is a general plan for the Artificial Intelligence course provided at Great Learning.

Artificial Intelligence - Introduction:

  • What is Artificial Intelligence or AI?

    AI courses at Great Learning provide you with an overview of the current implementation scenario in various industries. With an in-depth introduction to artificial intelligence, you can easily master the basics for a better future in the course.

  • Python Language for Data Science (Introduction):

    In our course to learn AI, we start with basic arithmetic & variables that help you with your numbers game. We introduce you to proper handling technique for data structures like the Python lists, Pandas DataFrames, or the Numpy Arrays.

  • Essential Mathematics (Machine Learning):

    The AI online course is will familiarise you with mathematical concepts applicable while studying machine learning.

  • Ethics & Law in Data & Analytics:

    If you are looking for the best Artificial Intelligence course in India, Great Learning is just what you need. With our course to learn artificial intelligence, you also get to investigate the applied implications of data methods designed for the ethical and legal work in AI and Analytics.

  • Essentials of Data Science:

    Learn essential Data Science skills with our artificial intelligence course in India. Our experienced lecturers help you obtain the essential knowledge along with hands-on experience by covering the research and science aspects in data science while using the Python language.

  • Create Models based on Machine Learning:

    Our Artificial Intelligence online course had been designed to cater to everything that is necessary for proper AI development and will help you acquire hands-on experience for deriving and building proper insights from the models for machine learning.

  • Create Models based on Deep Learning:

    Deep Learning has been dubbed as the basic enabler for AI-based technologies that are being developed at a rate faster than ever all across the world. With our artificial intelligence online course, you get to learn about the various ways to build & derive proper insights from the models created using the Python –Jupyter notebooks that run on the Linux or Windows machine, or a virtual machine that operates on Azure.

  • Creating Reinforcement Learning Models:

    With our Artificial Intelligence course, you will get an introduction to the world based on reinforcement learning. In your journey to learn Artificial Intelligence, you will be introduced to the Project Malmo which is a platform dedicated to experimentation with Artificial Intelligence while researching the different bases of reinforcement learning.

Development of Applied Artificial Intelligence

  • Intelligence Solutions:

    Great Learning with its best artificial intelligence course also caters you the best-in-class teaching techniques for computer vision & image analysis for the applied AI course. Another option in Great Learning’s best artificial intelligence course is the fact that you can pick to learn the variants of Speech Recognition Systems. Another AI technology you get to learn with Great Learning applied AI course is the NLP or Natural Language Processing. In the applied AI course provided by Great Learning, you will receive a complete and thorough overview of NLP and different ways to use the classic methods for Machine Learning.

  • The Final Phase:

    . In order to validate the knowledge and skills you have acquired over time with our applied AI course, we will test your skills with professional tests for AI and a test that will evaluate your real-world AI understanding capabilities. At the end of this final phase for artificial intelligence course, upon successful completion, you are awarded a certificate that states you have a complete understanding of the crucial elements involved in crafting technology that uses Artificial Intelligence.

Why choose Great Learning for your Artificial Intelligence course?

Each course catered by Great Learning features a hands-on lab experience that helps you learn as well as apply the highly critical skills from the field of Artificial Intelligence. We also include the assessments the course that requires more than memorization to ensure that you possess a particularly in-depth understanding of recently acquired skills.

The benefits of opting for Artificial Intelligence course catered by Great Learning include:

  • Learn at your own time:

    All our courses can be availed online and can be studied at any time online depending on your schedule. Regardless of whether you have plans to spend a few hours every day or use your weekends to get through this course, we have just the right syllabus for all. With a good internet connection and phone/tablet, you can view all our video courses in Artificial Intelligence tutorial. So, get your artificial intelligence certification for PG-Program in Artificial Intelligence at Great Learning without worrying about time constraints.

  • Affordable Prices:

    The best thing about Artificial Intelligence certification course catered by Great Learning is that you can learn it at an affordable price. Investing in a high-paying course as a career choice is no more expensive.

More about our Artificial Intelligence Program

1. What do you learn with our Artificial Intelligence Program?

AI and Machine Learning have a wide line of industrial as well as social applications which include transportation, healthcare, logistics, insurance, customer service, and so on. So, a PG Program in artificial intelligence and Machine Learning from Great Learning can help you a lot.

2. Why choose the career of AI professional?

It is one among the careers with the highest payroll and minimal competition as it requires in-depth research and amazing skills for problem-solving. So, if you are someone in need of a lucrative career, our Artificial intelligence course is just the right choice.

3. What do you learn with Great Learning Artificial Intelligence course?

As you learn the intricate inclusions of our program in artificial intelligence course, here are the major things you will accomplish:

  • Understand & master principles and concepts of Machine Learning which includes heuristic and mathematical aspects.
  • Understand the neural networks & abstraction of multi-data abstraction which empowers you a chance to analyse & utilize data as never before.
  • Acquire the ability for application of AI techniques for solving problems and explaining the limitations that come with current AI techniques.
  • Formalize any given problem based on the framework for AI methodologies which include search problem, planning issues, or satisfaction problem with technology constraint.
4. What are the projects included in Great Learning’s AI course?

Our Artificial Intelligence program includes classes that help you master various concepts such as unsupervised learning, supervised learning, Support for Vector Machines, TensorFlow, Deep Learning, Neural Networks, as well as Recurrent Neural Networks.

5. Who can take the Artificial Intelligence Course?

The Great Learning Artificial Intelligence Course is suitable for someone who is:

  • A developer who wants to be a Machine Learning Engineer or Artificial Intelligence Scientist
  • Analytics Managers that lead a team comprised of Analysts
  • Information Architects that want expertise in the AI algorithms
  • Analytics professionals that aim to work in AI or Machine Learning
  • Graduates who want to build a career in Machine Learning or AI
  • Experienced professionals that want to harness AI in their current work field

So, wait no more and Apply Now for more information about our Artificial Intelligence course.