Courses

PG Certification in Machine Learning and 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.

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  • 34,500+
    Students Empowered
  • Online
    Format
  • 240+
    Hours of Learning
  • 6 months
    Recommended 12 hrs/week
  • Mar 30, 2021
    Start Date
  • Tools
  • Certificate
  • Benefits
  • Syllabus
  • Projects
  • Instructors
  • Careers
  • Reviews
  • Fees
  • FAQ

Program Overview

Key Highlights

  • Designed for Working Professionals
  • 5+ Industry Projects, Case Studies & Assignments
  • 1:1 Personalised Mentorship from ML Industry Experts
  • PG Certificate from IIIT Bangalore
  • 240+ hours of Learning
  • Dedicated Student Success Mentor & Career Mentor for 360 Degree Support
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

PG Certification from IIIT-Bangalore

Complete all the courses successfully to obtain this prestigious recognition from IIIT-Bangalore. IIIT-Bangalore is a deemed university by UGC, AICTE approved & in the Top 70 Engineering Universities as per NIRF Rankings.

  • 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
PG Certification from IIIT-Bangalore
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Benefits with upGrad
360 Degree Career Support services, Personalised Mentorship from Industry Experts, Hands-on Projects, Peer Networking opportunities & a whole lot more to help you master Machine Learning & AI.
  • Career Assistance
    Interview Prep & Resume Building
    • Get 1:1 Resume Review Sessions with Industry Experts & a dedicated Career Mentor
    • Profile Building Workshops: Live sessions on how to build your profile - be it your resume or GitHub profile
    • Explore 100+ commonly asked interview questions across modules
    Company Specific Preparation
    • Just-in-Time Interviews: Get company and role-specific preparation with mock interviews right before your actual interviews
    • Access to a carefully curated pool of interview resources per company to ensure you're interview-ready
  • Personalised Mentorship
    Industry Expert Mentorship
    • Fortnightly personalised group (1:8) mentorship sessions with industry experts for pro-active mentoring
    • Calls with industry experts for personalised feedback & guidance spread over 3 months
    • Live interactive sessions with leading industry experts covering curriculum + advanced topics
    Dedicated upGrad Mentors
    • Student Success Mentor to track your program progress & aid you at every point with all doubts
    • A dedicated Career mentor to help track your weekly company application targets, coach you on your profile and assist with your career transition journey
  • Practical Learning & Networking
    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.
  • Data Science Tool Kit
    • 3 Weeks
    Prof. G. Srinivasaraghavan
    Chandrashekar Ramanathan
  • Statistics and Exploratory Data Analytics
    • 5 Weeks
    • 2 Assignments
    S. Anand
    Tricha Anjali
  • Machine Learning
    • 6 Weeks
    • 1 Assignment
    Dinesh Babu Jayagopi
    Ujjyaini Mitra
    Hindol Basu
    Mirza Rahim Baig
  • Machine Learning II
    • 7 Weeks
    • 1 Assignment
    ujj
    rag
  • Deep Learning
    • 8 Weeks
    • 2 Assignments
    Prof. G. Srinivasaraghavan
    Ankit Jain
    S. Anand
  • 240+
    Hours of Content
  • 5+
    Case Study and Projects
  • 24+
    Live Sessions
  • 15+
    1:8 Group Coaching Sessions with Experts
  • 12
    Tools, Languages & Libraries
  • 1:1
    Mentorship Sessions with Industry Experts

Industry Projects

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

  • Network with peers by collaborating on projects
  • Guidance by experienced industry mentors to achieve concrete learning outcomes
  • Personalised subjective feedback on your submissions to help you improve
  • Gesture Recognition
    Make a Smart TV system which can control the TV with user’s hand gestures as...
    Learn More
  • Telecom Churn Analysis
    Solve the most crucial business problem for a leading telecom operator in In...
    Learn More
  • Detect Skin Cancer from Images
    Build a neural network from scratch in Tensorflow to identify the type of sk...
    Learn More
  • Investment Analysis
    Fill in the shoes of an analyst at an investment bank and determine where th...
    Learn More
  • Lending Club Case
    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

Instructors

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

Career Support

  • 1:1 Mentorship Sessions with Industry Experts

  • Dedicated Career Mentor for tracking career goals & interview prep

  • Profile Building Workshops & 1:1 Resume Review Sessions

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

    Student Reviews

    Program Fee
    USD 1699
    Get a chance to avail a fee waiver basis your profile and test scores! Write to us at international.admissions@upgrad.com to know more!

      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
      • Post Graduate Certification from IIIT Bangalore Without Quitting Your Job
      • Practical learning with industry-relevant projects and case studies
      • 360 Degree Career Support with 1:1 Mentorship from Industry Experts & post-graduation career support
      • Networking opportunities with 10,000+ alumni & leading industry experts

      Frequently Asked Questions

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