Certification Program in Artificial Intelligence & Machine Learning

Pick up the skills that are most in-demand today. Learn how to build Machine Learning models using Python Toolkit, SQL and more in this AI ML certification course designed especially for college students and freshers.

Live Sessions | Mentor Support | Placement Assistance
EMI starting from Rs. 6111/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 certification course in Artificial Intelligence and Machine Learning for beginners sets your foundation in the concepts of Python & SQL and how to analyse and visualise data. 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!

Don’t just stop at grabbing Skills. Seize Opportunities.

  • Internships
  • Placements

Internship Plus


Get your first industry experience even as you’re studying by interning at the top companies.

  • placement

    One-on-one sessions

  • placement

    Career guidance

  • placement

    300+ Hiring partners

  • placement

    Resumé building

  • placement

    Mock interviews

  • placement

    Soft skills training

Get guaranteed internship opportunities by applying for Internship Plus along with the certificate programs.

You Get Upto


Fee Waiver


Placement Assistance


Stand out from your peers in front of the recruiters by ticking all the right boxes and get your dream career started.

  • 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

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 receive two certifications - a Data Science certification and an Artificial Intelligence and Machine Learning certification. 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 and ml certification
data science and analytics 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 and Machine learning is one of the most in-demand job roles for all companies today. There are over 70,000+ job openings for various roles in the fields of Artificial Intelligence and Machine Learning. And what recruiters really want are skills. But being a relatively new field, it’s important that you take up the best AI/ML course, among all the other AI and ML courses available online, that is as beginner-friendly as it is industry-relevant.

That’s where upGrad Campus’s Artificial Intelligence and Machine Learning certification course comes in. Curated specifically for college students and freshers, this course will teach you Data Modelling in no time. This course also sets your foundation in Data Science concepts. Get hands-on practice in Python, Tableau, Structured Query Language (SQL), Pandas and various other AIML concepts and tools from scratch.

A deep appreciation for data and problem solving is the first set of criteria to take up our AI ML certification course. This program is especially designed to teach AI ML for beginners, and covers everything starting from the very basics, including programming with Python. So a coding background is not compulsory (although knowing a coding language like Java, Python or C/C++ is an added bonus).

There are two ways to apply for the Artificial Intelligence course at upGrad Campus.

  • If you have any queries regarding the program, you can click on the Talk To Our Learning Consultants button on the website. Our Learning Consultants will reach out to you and will counsel you accordingly. Further, you can pay the admissions fee and block your seat to enroll in the program.
  • If you’d like to join the upcoming batch immediately, simply click on the Enroll Now button on the website. You will be guided on the next steps to pay the course fee and get access to the Artificial Intelligence and Machine Learning course materials.

The Artificial Intelligence Certification Program will help you get positions of Applied Machine Learning Engineer, Robotics Scientist, AI Engineer and more with specialisations in Python, Advanced Machine Learning, SQL etc. Due to the vast nature of this field, our course will also help you branch out comfortably into any other role of your preference.

Artificial Intelligence and Machine Learning is a vast field with a lot of new concepts to learn. In order to master the various concepts and tools, we recommend our learners to spend at least 3 hours on a daily basis. However, since we have recorded sessions included with your course, you can choose how and when you want to study.

Apart from this, every weekend, we conduct 2 hours of Live sessions and 2 hours of Doubt clearing sessions. Live sessions are conducted with Subject Matter Experts who will explain the concepts in detail, and during doubt clearing sessions, you can directly ask your queries to Teaching Assistants

Keeping your college workload in mind, the Live classes to learn AIML are scheduled every Saturday, Sunday from 7 pm to 9 pm.

To make Artificial Intelligence and Machine Learning for beginners easy to understand, this course covers multiple projects that give you hands-on experience. These projects include an SQL query project, a Melanoma detection project where you will use Machine Learning to detect cancer cells and an EDA project to name a few. Each of these projects is based on a real-world scenario.These projects will be Live and will give you the opportunity to apply your skills even as you take your first step into the industry

Due to the nature of your AI and Ml training, you will require a Laptop to complete your projects.

The learning content will be available to access for 3 years post completion of your course.

At the start of the AI ML course, you will be assigned a mentor. The role of your mentor is to help you through your course and assess your progress along the way. Mentors are there to guide you through any queries or issues you may have during the course.

In addition, you will also be guided by Subject Matter Experts who will conduct the Live sessions and by Teaching Assistants who will help resolve your doubts.

We provide an extensive range of resources for you to dip into. Every weekend, you will have doubt clearing sessions, where you can get answers to your queries in a one-on-one manner from Teaching Assistants and Subject Matter Experts. Furthermore, you can also connect with other students in the forum and get any peer support you need.

Yes, upGrad Campus offers Placement Plus and Internship Plus – specially-curated programs where our dedicated Mentors will guide and train you for getting placed in your dream company.
These programs help you get interview-ready via profile building, resumé proofing and updation, employability tests, group discussions, mock interviews and more.

And the best part? You get 3 assured internship/job opportunities upon signing up for these programs.