Courses

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*

With Industry Experts From
  • India's #1

    Technical University (Private)

    Source - India Today, 2021
  • 8 Months
    Recommended 12 hrs/week
  • Feb 27, 2022
    Start Date
  • EMI options
    Starting at Rs. 3,037*
  • 5 out of 6 Learners
    Get Positive Career Growth
  • Overview
  • Tools
  • Certificate
  • Benefits
  • Syllabus
  • Projects
  • Careers
  • Instructors
  • Reviews
  • Fees
  • FAQ

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
  • Industry Readiness Assessments
  • 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.
  • 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
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  • 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
    Industry Readiness Assessments
    • Industry oriented tests which are prepared and validated by domain experts for continuous evaluation and improvement

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
    • 2 Assignments
  • 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

Learn through real-life industry projects sponsored by top companies across industries

    • Investment Analysis
      Fill in the shoes of an analyst at an investment bank and determine where th...
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    • Lending Club Case study
      Determine which customers are at the risk of default and what are their char...
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    • 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...
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    • 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 (1:1)
    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

    Placement Support

  • upGrad Elevate: Virtual Hiring Drive with 300+ Hiring Partners

  • Access to Job Opportunities Portal with 100+ openings at any time

  • 1:1 Mentorship Sessions with Industry Experts

  • Dedicated Career Mentor for tracking career goals & interview prep

  • Profile Building Workshops & 1:1 Resume Review Sessions

  • Interview Opportunities through Hackathons with top companies

  • 3 months Career Support provided post Programme Completion

  • Company Specific Support with pool of resources per company & access to experts & alumni for interview preparation

  • Placement Support
    Our Learners Work At
    Top companies from all around the world have recruited upGrad alumni

    Student Reviews

    Programme Fee - Indian Residents
    Rs. 99,000
    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?

    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+

    Frequently Asked Questions

    Programme Details
    Support
    Refund policy/Financials
    Selection Criteria