Courses

Advanced Certificate Program in Machine Learning and NLP

Kick-start your ML journey with personalized mentorship from Internationally acclaimed Industry experts and receive hands-on projects.

With Industry Experts From
  • Online
    Format
  • 40,000+
    Paid Learners
  • 250+
    Hours of Learning
  • 6 months
    Recommended 12 hrs/week
  • Sep 29, 2021
    Start Date
  • 85+ Countries
    Learner Base
  • Overview
  • Certificate
  • Benefits
  • Syllabus
  • Instructors
  • Admission Process
  • Reviews
  • Fees
  • Refer & Earn
  • FAQs

Program Overview

Key Highlights

  • Designed for Working Professionals
  • 250+ Hours of Learning
  • Advanced Certificate from IIIT Bangalore
  • 5+ Industry Projects, Case Studies & Assignments
  • 1:1 Personalised Mentorship from ML Industry Experts
  • Student Success Team available for support 24*7
Syllabus

Experience 250+ 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. 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
Advanced Certificate Programme from IIIT Bangalore
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Benefits with upGrad
Dedicated Career Support services, Personalized Mentorship from Global Industry Experts, Hands-on Projects, Peer-peer International networking opportunities & a whole lot more to help you master Machine Learning & NLP.
  • Career Assistance
    Interview Prep & Resume Building
    • Get 1:1 Resume Review Sessions from Industry Experts with International exposure & 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
  • Industry Expert Mentorship
    • Fortnightly personalized group (1:8) mentorship sessions with global industry experts for pro-active mentoring.
    • Calls with industry-experienced experts for personalized feedback & guidance spread over 3 month.
    • Live interactive sessions with leading industry experts covering curriculum + advanced topics
    Student Support
    • Student Success Team available for support 24*7
    • For urgent queries, use the Call Back option on the platform.
  • Networking & Learning Experience
    • Live Discussion forum for peer to peer doubt resolution monitored by technical experts
    • Worldwide peer to peer networking opportunities with an 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 global industry leaders in the form of videos, cases and projects, assignments and live sessions.

  • Data Science Tool Kit
    • 3 Weeks
  • Statistics and Exploratory Data Analytics
    • 5 Weeks
    • 2 Assignments
  • Machine Learning
    • 6 Weeks
    • 1 Assignment
  • Machine Learning II
    • 7 Weeks
    • 1 Assignment
  • Natural Language Processing
    • 7 Weeks
    • 2 Assignments
  • 250+
    Hours of Content
  • 5+
    Case Studies and Projects
  • 24+
    Live Sessions
  • 15+
    1:8 Small group Coaching Sessions with global industry Experts
  • 11
    Tools, Languages & Libraries
  • 1:1
    Mentorship Sessions with global Industry Experts

Industry Projects

Learn through real-life industry projects, assignments & case studies

  • Network with peers by collaborating on projects
  • Guidance from an experienced industry mentor to achieve concrete learning outcomes
  • Personalised subjective feedback on your submissions to help you improve
  • MINI CAPSTONE PROJECT: (Customer Ticket Classification)
    Learners will create a solution that will help in identifying the type of co...
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  • House Price Prediction
    Build a model to understand the factors house prices vary on and help an Ame...
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  • Telecom Churn Analysis
    Solve the most crucial business problem for a leading telecom operator in In...
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  • Lending Club Project
    Determine which customers are at the risk of default and what are their char...
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  • Investment Analysis
    Fill in the shoes of an analyst at an investment bank and determine where th...
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  • Bike Sharing Demand Prediction
    Learners are required to model the demand for shared bikes in the American m...
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  • Part-of-Speech tagger Project
    Build a POS tagger for tagging unknown words using HMM's & modified Viterbi ...
    Learn More

Instructors

Learn from India's leading ML & AI faculty and industry leaders

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

Admission Process

Please find below the detailed steps to be followed as a part of the admission process.

Student Reviews

Program Fee
USD 1999

    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
    • Advanced Certificate from IIIT Bangalore Without Quitting Your Job
    • Practical Learning with Industry Projects and Case Studies
    • Rigorous Cutting-Edge Curriculum Developed in Collaboration with IIIT Bangalore and Industry Leaders in NLP.
    • Career Services
    • International Networking opportunities with 10,000+ alumni & leading industry experts
    • A truly International program with Learners from 85+ Countries

    Refer someone you know and receive Amazon.com vouchers worth 49 USD!*

    *More details under the referral policy under Support Section.

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    Frequently Asked Questions

    Program Details
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    Selection Criteria