Certification Program in Artificial Intelligence & Machine Learning

Also known as the “Skill of the Century”, AI/ ML is one of the fastest growing career paths today. Build a strong foundation with our Artificial Intelligence & Machine Learning Certification that teaches you how to build machine learning models using Python toolkit, SQL and much more. Designed especially for college students and freshers, learn AI/ML with real-world applications taught by industry experts. Enroll and build a career in the most in-demand industry today.

Live Sessions | Mentor Support | Placement Assistance



EMI starting from Rs. 7500/month
Opt for our Placement Assistance at additional fee to get 3 assured interviews by top companies.
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  • Program

    8 Month


  • Sessions

    Live and Recorded


  • Hiring partners


    Hiring partners

  • Certification



Master the AI/ML & Data Science skills that top companies are looking for!


This two-part course covers foundational Data Science concepts in depth and progresses to the more advanced topics in Machine Learning.


Understand essential Machine Learning and Data Science concepts like Inferential Statistics, A/B Testing, Regression, Clustering, Decision Trees, Random Forests and more.


Attend live sessions, doubt-clearing sessions and get taught by the most renowned Machine Learning Experts and Data Scientists in the country today.


Work on 2 Capstone Projects with tools like Python, SQL, Excel, Tableau, Kaggle, Scikit learn, Numpy, Pandas, Matplotlib, Tensorflow, Statsmodel and more.


Gain broad knowledge of how to make right business and data management decisions based on various data insights.


Transform findings from data resources into actionable business strategies.

Applied AI course

Our program is designed to get you ready for your first job

Curated specifically for college students and freshers, our holistic curriculum covers all aspects
from fundamental concepts to interview preparation.

  • skills

    Gain holistic understanding of Artificial Intelligence & Machine Learning

    Learn various skills in introductory and advanced Machine Learning, starting from basic coding to advanced concepts like Natural Language Processing, Deep Learning, Neural Networks, Clustering, and Classification.
  • skills

    Get live industry expert sessions

    Learn from industry leaders to solve business problems in your everyday work as a Data Scientist, Machine Learning engineer, Robotics Engineer and other roles with this Machine Learning course. Solve your doubts directly from the experts.
  • skills

    Learn and practice tools of the trade

    Pick up skills in Python, SQL, Excel, Tableau, Kaggle, Scikit learn, Numpy, Pandas, Matplotlib, Tensorflow, Statsmodel, NLTK, Keras, and apply them to real-world scenarios.
  • skills

    Build proof of work and be interview-ready

    Develop an appealing portfolio with a number of projects including 2 Capstone Projects, and get assistance for interview preparation with resumé building, mock interviews, and career guidance.

Top companies that our alumni work at


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About the program

This AI/ML course for beginners holds the key to your dream job. Setting a strong foundation in Data Science and building up to advanced topics in Machine Learning, this course equips you with the essential skills needed to enter top companies. Become proficient in the concepts of Python & SQL and learn how to analyse and visualise data. Enhance your Data Science knowledge with Advanced Machine Learning training. Learn how to build Clusters, Machine Learning Models, Decision Trees, Neural Networks and more. Develop hands-on skills using the tools, languages, and libraries used by professional Data Scientists with this Artificial Intelligence & Machine Learning program.

Course Duration

  • 8 Months
  • 400+ Learning hours

Course Fees


Scholarships Available

Course Curriculum

Part I - Data Science & Analytics

  • Introduction to Problem Solving
  • Approach to Problem Solving
  • Aids to Business Problem Solving

  • Introduction to Python Programming
  • Data Cleaning in Python
  • Introduction to Kaggle
  • Python for Data Analysis - Numpy, Pandas
  • Python for Data Visualisation - Matplotlib, Seaborn

  • Database Design and Data Warehouse
  • Data Modelling
  • SQL Querying
  • Joins and Set Operations
  • Business problem-solving using Data Modelling

  • Introduction to Data Analysis
  • Creating and Formatting Charts
  • Creating a Pivot Table
  • Analysing Data in a Pivot Table
  • Getting Started with Tableau
  • Charts, Plots, Hierarchies
  • Grouping and Tree-Maps
  • Dashboard Creation
  • Storytelling

  • Inferential Statistics
  • Hypothesis Testing
  • Data Sourcing
  • Data Cleaning
  • Univariate Analysis
  • Bivariate Analysis
  • Derived Metrics

  • Maths Essentials for ML (Optional)
  • Linear Regression
  • Logistic Regression
  • Decision Trees
  • Clustering

  • Data Storytelling and Effective Communication
  • Business Problem Solving

  • Build a Machine Learning model to predict whether a lead would be successfully converted or not.

Part II - Artificial Intelligence & Machine Learning

  • Support Vector Machines
  • Maximal Margin Classifier
  • Soft Margin Classifier
  • Kernels
  • Decision Trees and Random Forests
  • Algorithms for Decision Tree Construction

  • Introduction of NLP
  • Industry Applications of NLP
  • Regular Expressions
  • Basic Lexical Processing
  • Text Encoding
  • Tokenization
  • Stemming and Lemmatization

  • Structure of Neural Networks
  • Backpropagation in Neural Networks
  • Hyperparameter Tuning in Neural Networks
  • Introduction to Convolutional Neural Networks
  • Building CNNs with Python and Keras

  • Implement a Multiclass Classification Model on Skin cancer dataset using a custom model in TensorFlow.

The curriculum and content are subject to revision based on industry trends and updates.

Want to know if this is the right course for you?

Help us with your details and our career counsellors will get in touch with you shortly!

Placement Assistance


With qualified opportunities from the best organisations in the world, upGrad Campus makes sure your skills get the spotlight they deserve.

  • placement

    One-on-one sessions

  • placement

    Career guidance

  • placement

    300+ Hiring partners

  • placement

    Resumé building

  • placement

    Mock interviews

  • placement

    Soft skills training

Boost your chances of getting placed by purchasing our Placement Plus program along with the certificate programs

You Get Upto


Fee Waiver


How does upGrad Campus make you job-ready?

You need more than a college degree to work in your dream company. upGrad Campus’s structured platform gives you the support you need to stand out from the crowd.

  • course

    Live Classes

  • course

    Mentorship Sessions

  • course

    Career Guidance

  • course

    Top Faculty & Industry Experts

  • course

    upGrad Campus Certificate

  • course

    Scholarships & Financial Assistance

Meet the Program Experts

  • Hindol Basu

    Hindol Basu

    CEO, Actify Data Labs

  • Anand S

    Anand S

    CEO, Gramener

  • Utkalika Badu

    Utkalika Badu

    Managing Vice President, Gartner

  • Ujjyaini Mitra

    Ujjyaini Mitra

    CEO & Founder,

  • Ankit Jain

    Ankit Jain

    ML Engineering Manager, Meta

  • Sajan Kedia

    Sajan Kedia

    Senior Engineering Manager, Disney+ Hotstar

  • Mirza Rahim Baig

    Mirza Rahim Baig

    Lead Analyst, Zalando SE

  • Anshuman Gupta, PhD

    Anshuman Gupta, PhD

    Vice President - Data Science MiQ Digital India

Hear what our students have to say

Get Dual Certifications!

upGrad Campus certificates are the most reliable way to make an entry into any industry and get a headstart in finding the most relevant jobs at some of the top companies in the world.

Upon completing the course, you will get two certificates - in Data Science, and in Artificial Intelligence & Machine Learning. With these certificates, apply for the roles of Business Intelligence Developer, Data Scientist, Data Analyst, Associate Analyst Manager, Applied Machine Learning Engineer, Robotics Engineer, Robotics Scientist, AI Data Analyst, AI Engineer and more.

AI ML online certification

Our courses

Our world-class online courses and live classes will help you become job ready. Choose your course here and get career guidance from the best in the industry.


Artificial Intelligence & Machine Learning is a field which is in demand all over the world. The supply of AI Engineers and Machine Learning Specialists is too less than its demand. Even in entry-level roles, companies prefer candidates with specialised industry-ready skills. Join the best AI/ML program designed for beginners and start your career in this competitive industry.

A candidate must have completed 10+2 or HSC or equivalent examinations with at least 60% in SSC and HSC, and at least 50% in undergraduate exams to date. While a background in programming is not mandatory, an interest in coding will help you master concepts more easily and achieve your career goals faster.

upGrad Campus is India’s largest higher education platform that makes college students ready for the best jobs. 

  • Learn from the world’s best faculty and industry experts
  • Premium learning content and study materials 
  • Excellent student mentor support and on-demand teacher assistance
  • Focus on practical hands-on experience with industry-relevant case studies, live projects, and capstone projects
  • Dedicated placement support platform for you to access qualified opportunities from the world’s top companies

The admission process starts with applying for a program on the upGrad Campus website.

Following are the key steps in the admission process:

  • Step 1: Complete the application. Contact our learning consultant and fill up the application form.
  • Step 2: Get shortlisted & receive the admissions offer letter. Our admissions committee will review your profile followed by a screening interview with one of our senior counselors. Upon being selected, an offer letter will be sent to you confirming your admission to the program.
  • Step 3: Block your seat. Block your seat and enroll into the program. Get access to the course material and begin your journey to a successful career.

upGrad Campus is an initiative by upGrad that strives to provide world-class job-ready programs for college students. It is one of the best online learning platforms in the world, which provides in-depth learning through extensive modules and study materials and practical knowledge through case studies, live projects, and capstone projects. Furthermore, upGrad Campus offers exemplary placement assistance, enabling you to access the best job opportunities in top companies in the industry. 

Yes, upGrad Campus offers Placement Plus – a program you can avail as an add-on service to access qualified job opportunities from the top organisations. There are dedicated mentors to assist you during the placement process after the successful completion of a program. Placement Plus helps you get interview-ready via profile building, resumé proofing and updation, employability tests, mock interviews and more.