Courses
Hire from upGrad
Study Abroad
For Business
More
Advanced Certificate Programme in Machine Learning & Deep Learning

Future-proof your career with in-demand ML & Deep Learning skills. Get ahead with personalised mentorship from industry experts, hands-on projects & 360-degree career support. Start your journey today at Rs. 3,037/month*

5 out of 6 learners get positive career growth.
upGrad Results reviewed by Deloitte

  • India's #1

    Technical University (Private)

    Source - India Today, 2021
  • 8 Months
    Recommended 12 hrs/week
  • Sep 30, 2022
    Start Date
  • EMI options
    Starting at Rs. 3,037*
  • Overview
  • Tools
  • Certificate
  • Benefits
  • Syllabus
  • Projects
  • Careers
  • Instructors
  • Reviews
  • Fees
  • FAQ
  • Refer & Earn

Programme Overview

Key Highlights

  • Designed for Working Professionals
  • 5+ Industry Projects, Case Studies & Assignments
  • Advanced Certificate from IIIT Bangalore
  • 240+ Hours of Learning
  • No Cost EMI Options available
  • Career Mentorship Sessions(1:1)
  • Exclusive Job opportunities Portal
  • High Performance Coaching(1:1)
  • AI Powered Profile Builder
  • Just-in-Time Interviews
  • Personalised Industry Session
  • Career Bootcamp
  • Student Support is available 7 days a week, 24*7 for non-academic queries You can write to us via studentsupport@upgrad.com Or for urgent queries, use the "Talk to Us" option on the Learn platform.
  • Daily Doubt Resolution Sessions
  • Top Subjects You Will Learn
    Machine Learning, Deep Learning, Computer Vision, Cloud, Neural Networks
  • Minimum Eligibility
    Bachelor's/Master’s degrees in Computer Science/Engineering/Math/Statistics/ Economics/Science with a minimum of 50% marks in graduation. No work experience required.
Syllabus

Experience 240+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects

Programming Languages, Tools & Libraries Covered

Advanced Certificate Programme from IIIT Bangalore

Complete all the courses successfully to obtain this prestigious recognition from IIIT Bangalore. It is India's #1 Technical University (Private) as per the survey of India Today, 2021.

  • Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
  • Gain theoretical knowledge & practical understanding with this cutting-edge curriculum
  • Learn multiple tools & languages to stand apart to gain a foothold in the ML & AI industry
Advanced Certificate Programme from IIIT Bangalore
Click to Zoom
Benefits with upGrad
  • Job Opportunities
    upGrad Opportunities
    • upGrad Elevate: Virtual hiring drive giving you the opportunity to interview with upGrad's 300+ hiring partners
    • Job Opportunities Portal: Gain exclusive access to upGrad's Job Opportunities portal which has 100+ openings from upGrad's hiring partners at any given time
    • Be the first to know vacancies to gain an edge in the application process
    • Connect with companies that are the best match for you
  • Career Mentorship Sessions (1:1)
    • Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
    High Performance Coaching (1:1)
    • Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
    AI Powered Profile Builder
    • Obtain specific, AI powered inputs on your resume and Linkedin structure along with content on real time basis
    Interview Preparation
    • Get access to Industry Experts and discuss any queries before your interview
    • Career bootcamps to refresh your technical concepts and improve your soft skills
  • Industry Expert Guidance
    • Interactive Live Sessions with leading industry experts covering curriculum + advanced topics
    • Personalised Industry Session in small groups (of 10-12) with industry experts to augment program curriculum with customized industry based learning
    Student Support
    • Student Support is available 7 days a week, 24*7 for non-academic queries
    • You can write to us via studentsupport@upgrad.com Or for urgent queries, use the "Talk to Us" option on the Learn platform.
  • Hands-on Projects & Hackathons
    • 6 projects & assignments and a Mini-Capstone Project to apply your learnings
    • 1 Hackathon every quarter to network & build on core concepts Live coding classes on Kaggle & OpenCV
    Networking & Learning Experience
    • Live Discussion forum for peer to peer doubt resolution monitored by technical experts
    • Peer to peer networking opportunities with a alumni pool of 10000+
    • Lab walkthroughs of industry-driven projects
    • Weekly real-time doubt clearing sessions

Syllabus

Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions.
  • Pre-Program Preparatory Content
    • 3 Weeks
  • Statistics and EDA
    • 5 Weeks
  • Machine Learning I
    • 7 Weeks
  • Machine Learning - II
    • 7 Weeks
  • Deep Learning
    • 8 Weeks
  • 240+
    Hours of Content
  • 5+
    Industry Projects, Case Studies and Assignments
  • 64
    Live Sessions (Approx)
  • 12
    Tools, Languages & Libraries

Industry Projects

    • Investment Analysis
      Fill in the shoes of an analyst at an investment bank and determine where th...
      Learn More
    • Lending Club Case study
      Determine which customers are at the risk of default and what are their char...
      Learn More
    • Car Price Prediction
      Build a model to understand the factors car prices vary on and help a Chines...
      Learn More
    • House Price Prediction
      Build a model to understand the factors house prices vary on and help an Ame...
      Learn More
    • Telecom Churn Case
      Solve the most crucial business problem for a leading telecom operator in In...
      Learn More
    • Skin Cancer Detection
      Build a neural network from scratch in Numpy to identify the type of skin ca...
      Learn More
    • Mini Capstone Project
      Gesture Recognition Make a Smart TV system which can control the TV with use...
      Learn More

    Career Impact

    Personalised Industry Session
    Sessions by an industry expert for a small group of 10-12 learners with similar profiles to discuss real life applications of concepts and personalised coaching
    Learn More
    High Performance Coaching
    Get a dedicated career coach to help you stay on track to achieve your career goals, coach you on your profile, and support you in your career journey.
    Learn More
    Career Mentorship Sessions (1:1)
    Get personalised career landscaping from experts to chart out best opportunities
    Learn More
    Interview Preparation
    Support in polishing your hard skills and soft skills for interview preparation
    Learn More

    Instructors

    Learn from India's leading Deep Learning faculty and industry leaders

    Chandrashekar Ramanathan
    Chandrashekar Ramanathan
    Dean - Academics
    Prof. Chandrashekar has a Ph.D. from Mississippi State University and experience of over 10 years in several multinational organisations.
    Prof. S. Sadagopan
    Prof. S. Sadagopan
    Director
    Prof. Sadagopan is currently Director of IIIT Bangalore. He has an MS and a PhD from Purdue University and a B.E. (Hons.) degree from Madras University.
    Mirza Rahim Baig
    Mirza Rahim Baig
    Lead - Business Analytics
    An advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains
    Prof. G. Srinivasaraghavan
    Prof. G. Srinivasaraghavan
    Professor
    He has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies as well as several other Fortune 500 companies.
    Dinesh Babu Jayagopi
    Dinesh Babu Jayagopi
    Asst. Professor
    Prof. Dinesh has a Ph.D. from Ecole Polytechnic Federate Switzerland, M.Sc. from IISc Bangalore in System Science & Signal Processing and B.Tech. from Madras Institute of Technology.
    Srinath Srinivasa
    Srinath Srinivasa
    Professor & Dean (R&D)
    He holds a Ph.D. in Information Systems from the Berlin-Brandenburg Graduate School for Distributed Information Systems (GkVI), Germany, and an M.Sc. from IIT Madras. He is also the recipient of various national and international grants for his research activities.
    Chandramouleeswaran
    Chandramouleeswaran
    Adjunct Faculty
    He has 33+ years of exp. in networking, embedded SW, ML. He is an Adjunct faculty at IIITB & a visiting faculty at IIIT Lucknow, handling courses on AI for IoT and Python
    Georgios Ouzounis
    Georgios Ouzounis
    Head of ML Engineering
    Technologist and visionary with over 22 years of experience and serving as the head of ML Engineering at Atlas AI in California, USA
    Denis Rothman
    Denis Rothman
    AI Author, Speaker and Transformer Model Expert
    He is one of the most sought after names in the Field of ML/ AI. He is the author of the Transformers for NLP book and is a Foundation Model Expert.
    Arihant Jain
    Arihant Jain
    Head of Data Science & Risk
    Arihant is an expert in the field of Machine Learning technologies and is currently heading Data Science and Risk at IIFL Finance
    Usha Rengaraju
    Usha Rengaraju
    Chief of Research
    She hails from the prestigious Harvard as well as Columbia University. She is a unicorn data scientist and have over 10 years of industry experience
    Snehansu Sekhar Sahu
    Snehansu Sekhar Sahu
    Applied Scientist
    Snehansu is currently working as an applied scientist at Amazon . Prior to Amazon Snehansu was the Senior AI Researcher in ML & AI for Amex.
    Chiranjoy Chowdhuri
    Chiranjoy Chowdhuri
    Chief Analytics Officer
    Chiranjoy is a Data, Analytics and AI practitioner with 13 years’ experience and In his current role, he is the Global Head of Data and Analytics at Pidilite Industries
    Sajan Kedia
    Sajan Kedia
    Machine Learning Lead
    Sajan has extensive experience in the field of ML, Big Data, Data Science, and AI. He is the Machine learning lead at Myntra
    Ankit Jain
    Ankit Jain
    ML Engineering Manager
    Ankit is an experienced AI Researcher/Machine Learning Engineer and is currently works as engineering manager at Meta ( Facebook
    Rohit Ghosh
    Rohit Ghosh
    Founding Member & Chief Strategy Officer
    Rohit is a IIT-Bombay grad and currently Founding Member & Chief Strategy Officer of Qure.ai
    Gunjan Narulkar
    Gunjan Narulkar
    Director, AI/ML Product R&D
    Gunjan has extensive experience in the AI- Ml products and R&D and is currently working as a director at Fidelity Investments.
    Our Learners Work At
    Top companies from all around the world have recruited upGrad alumni

    Student Reviews

    Ram Krishn Mishra
    Ram Krishn Mishra
    9 Years Experience BITS Pilani Dubai Campus
    If you are really thinking about being specialized in this area, IIITB is one of the best places. This program will give you: 1. Deep theoretical understanding of AI and ML from experienced professors from IIIT Bangalore . 2. Theoretical approach will be applied to practical problems with Python programming on real time data led by Industry experts.
    Radhakrishnan Ramanathan
    Radhakrishnan Ramanathan
    Vice President - Big Data and Analytics , Jio
    This program / specialization has helped me in both aspects of understanding real analysis of problems & applying it to my work on Network optimization and customer analytics. The course content and the professor (Dr Raghavan) has been really good & apt for learning in a great way.
    Yogesh Awate
    Yogesh Awate
    Experience: 2.5 years,
    This program on Machine Learning and Deep Learning makes you a completely skilled machine learning engineer. With industrial assignments and some leading industrial facilities, it tends to feed you with ‘Ready to go’ knowledge and skills. I highly recommend this program for those who want to be expertised in Machine Learning and Deep Learning.
    Sidharth Goel
    Sidharth Goel
    Experience: 2.5 years,
    The program is well structured and cover every important concepts. You get proper feedback in all of your submitted assignments and regular follow ups from the student mentor assigned to you. They also arrange doubt clearing live sessions apart from the recordings which are very helpful. In all upGrad is provides quality education if someone wants to pursue a course in AI and Machine Learning.
    Programme Fee - Indian Residents
    INR 99,000 (incl. taxes)
    Starting at Rs. 3,037/month*
    View Plans
    • No cost EMI options available.

    Empowering learners of tomorrow

    Over 2,300 students have completed this course and started working at their dream job, whats stopping you?

    By clicking Start Application, you agree to our terms and conditions and our privacy policy.

    What's Included in the Price
    Features/Benefits
    • Rigorous cutting-edge curriculum developed in collaboration with IIIT Bangalore and industry leaders in deep learning
    • Advanced Certification from IIIT Bangalore Without Quitting Your Job
    • Practical learning with industry-relevant projects and case studies
    • 360 Degree Career Support with Career Mentorship Sessions (1:1), High Performance Coaching (1:1), Exclusive Job Opportunities Portal, AI Powered Profile Builder, JIT Interviews etc.
    • Peer to peer networking opportunities with an alumni pool of 10000+
    • Based on upGrad NPS response data obtained from ~1252 learners, between 2nd Oct'21 to 18th Oct'21 for upGrad courses*. The review was performed by Deloitte Touche Tohmatsu India LLP. upGrad is a platform to facilitate program delivery by educational institutions and is not a college or a university itself. *programs.upgrad.com/disclaimer_courselist

    Frequently Asked Questions

    Programme Details
    Support
    Refund policy/Financials
    Selection Criteria
    For queries, feedback & assistance

    upGrad Learner Support

    (We are available 24*7)
    For Indian Nationals
    For Foreign Nationals
    Refer someone you know and receive gift vouchers worth INR 3,000!*

    *Referral offer is valid only on the Advanced Certificate Program in Machine Learning and Deep Learning.

    Start Referring