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For College Students

Online

Format

-- Months

Duration Recommended 15+ hrs/week

40,000+

Learners

Ranked #1 in India

NIRF Ranking

300+

Hiring Partners

Option of a M.Sc.

Globally Accepted

To Be Announced

Batch Start Date

Get Positive Career Growth

5 out of 6 Learners

- Bachelor’s degree with 50% mandatory
- Coding experience required

Eligibility

    Programme Overview

    Key Highlights

    Learn from the faculty of IIT Madras
    Learn from the faculty of IIT Madras
    Designed for Senior Working Professionals
    Designed for Senior Working Professionals
    20+ Case Studies and Projects
    20+ Case Studies and Projects
    Practical Hands-on Workshops
    Practical Hands-on Workshops
    25+ Industry Mentorship Sessions
    25+ Industry Mentorship Sessions
    500+ Hours of Learning
    500+ Hours of Learning
    Career Mentorship Sessions (1:1)
    Career Mentorship Sessions (1:1)
    No Cost EMI Option
    No Cost EMI Option
    India's most Advanced Cloud Programme
    India's most Advanced Cloud Programme
    4 weeks Industry Capstone Project
    4 weeks Industry Capstone Project
    Globally Accepted Advanced Certification
    Globally Accepted Advanced Certification
    India's No.1 Ranked Engineering College
    India's No.1 Ranked Engineering College
    High Performance Coaching (1:1)
    High Performance Coaching (1:1)
    Exclusive Job Opportunities Portal
    Exclusive Job Opportunities Portal
    Just-in-Time Interviews
    Just-in-Time Interviews
    AI Powered Profile Builder
    AI Powered Profile Builder
    Personalised Industry Session
    Personalised Industry Session
    Daily Doubt Resolution Sessions
    Daily Doubt Resolution Sessions

    Our aim is simple: We strive to create high-impact, hands-on experiences that prepare students for meaningful and productive careers.

    - Ronnie Screwvala, Co-Founder, upGrad

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    Minimum Eligibility

    Bachelor’s Degree with 50% or equivalent at graduation. Codiview more

    Top Skills You Will Learn

    Python, BD processing using Spark, Deploy ML Models, Superviview more

    Job Opportunities

    Big Data Analyst, Data Engineer, Data Scientist, Machine Leaview more

    Who Is This Programme For?

    Engineers, Software and IT Professionals, Data Professionals

    Syllabus

    Experience 500+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects.

    download Syllabus

    Programming Languages and Tools

    Advanced Certification from IIT Madras
    Complete all the courses successfully to obtain this prestigious certification from IIT Madras.
    Advanced Certification from IIT Madras
    Click to zoom
    • IIT Madras, India's Ranked #1 Engineering Institute by NIRF Ranking 5th consecutive year
    • Widely recognised Advanced Certification in Machine Learning and Cloud
    • Network with Machine Learning and Cloud professionals across all industries
    Career Transition Handbook
    Learn more about successful career transitions from the PG Diploma in Machine Learning by IIIT Bangalore
    Download Now

    Empowering learners of tomorrow

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

    Career Impact

    Start Referring

    Refer someone you know and receive gift vouchers worth INR 3,000!*

    *Referral offer is valid only on the Advanced Certification in Machine Learning and Cloud.

    Meet The Batch

    Syllabus

    Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions.

    Download Brochure
    500+
    Hours of Content
    20+
    Case Study and Projects
    16+
    Live Sessions
    8+
    Coding Assignments
    7
    Tools and Software

    Preparatory Content

    • Python Programming
    • Python for Data Science
    • Data Visualisation
    • Python Assignment (Optional)

    Introduction to Machine Learning and Cloud

    5 Weeks
    1 Credit
    • Exploratory Data Analysis and Data Visualisation
    • Intro to ML + Understanding the ML pipeline
    • Introduction to Cloud
    • Elastic Provision Services of Cloud and Setting up Cloud
    • Assignment

    Data Warehousing & Data Management

    5 Weeks
    1 Credit
    • Introduction to HDFS
    • Introduction to SQL
    • Hive Querying
    • Case Study
    • Assignment

    Big Data Processing using Spark

    4 Weeks
    1 Credit
    • Introduction to Spark
    • PySpark Programming
    • PySpark implementation on a Dataset: ALS & Spark Streaming
    • Assignment

    Machine Learning - I

    6 Weeks
    2 Credits
    • Inferential Statistics and Hypothesis Testing
    • Linear Regression - I
    • Linear Regression - II
    • Logistic Regression
    • Assignment

    Machine Learning - II

    5 Weeks
    1 Credit
    • Decision Trees
    • Random Forest Trees
    • Assignment
    • Principal Component Analysis + Linear Algebra
    • Clustering

    Deep Learning

    5 Weeks
    2 Credits
    • Introduction to Neural Nets with TensorFlow
    • Convolution Neural Networks
    • Melanoma Detection Assignment
    • Recurrent Neural Networks

    NLP with Deep Learning

    6 Weeks
    1 Credit
    • Natural Language Processing Fundamentals
    • Case Study on applications of Deep Learning in NLP
    • Case Study on Computer Vision
    • NN Assignment: Gesture Recognition

    Deployment

    3 Weeks
    3 Credits
    • Deployment
    • Implementation: Regression + Model Selection on SageMaker

    Capstone

    4 Weeks
    • Capstone Project

    Industry Projects

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

    The upGrad Advantage

    benefits

    Job Opportunities

    Job Opportunities
    • upGrad Opportunities
    benefits

    Career Assistance

    Career Assistance
    • Career Mentorship Sessions (1:1)
    • High Performance Coaching (1:1)
    • AI Powered Profile Builder
    • Interview Preparation
    benefits

    Learning Support

    Learning Support
    • Industry Expert Guidance
    • Student support is available 7 days a week, 24*7. You can write to us via studentsupport@upgrad.com or for urgent queries use the " Talk to Us" option on the learn platform.
    benefits

    Practical Learning and Networking

    Practical Learning and Networking
    • Networking & Learning Experience

    Our Learners Work At

    Top companies from all around the world have recruited upGrad alumni

    Instructors

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

    Student Reviews

    Admission Process

    There are 4 simple steps in the Admission Process which are detailed below:

    upGrad results reviewed by Deloitte. 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

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