UpGrad is one of the major platforms that provide online programs in various fields of Data Science, Technology, Management and Law. upGrad offers several courses in machine learning that are powered by institutes like IIIT Bangalore, Liverpool John Moores University, UK. The programs offered are:

  • Executive PG Program in Machine Learning & AI
  • Advanced Certificate program in Machine Learning & Deep Learning
  • Master of Science in Machine Learning and AI
  • Advanced Certificate program in Machine Learning & NLP

Candidates can enroll for the Machine Learning course just by taking an online eligibility test (optional), Getting shortlisted and Locking one’s seat for the respective course. A candidate with a Bachelor’s Degree with a 50% aggregate in 12 months of work experience/ a degree in mathematics or statistics are eligible to apply for the course.

Read More: Machine Learning Courses

upGrad Machine Learning Course Highlights

  • The machine learning programs are offered in four different courses across different specializations of learning:
  • Data Science Generalist
  • Deep Learning
  • Natural Language Processing
  • Business Intelligence/ Data Analytics
  • Business Analytics
  • Data Engineering
  • The program is offered in 400+ content hours, 20+ live learning sessions. The course duration may vary from 12 to 18 month depending upon the field of specialization.
  • upGrad recommends dedicated 12- 15 hrs per week for a particular course.
  • The program features a flexible mode of online education assisting ease of learning.
  • upGrad provides complimentary Python Programming Bootcamp especially programs for working professionals.
  • It provides 360-degree career support available all days 9 a.m. to 9 p.m.
  • upGrad also facilitates ease of learning by providing learners with a Low- cost EMI option.

upGrad Machine Learning Important Dates 2021 

Events Dates
Start of Program March 31, 2021
End of program 12- 18th month from the start of the program
Eligibility Test On enrollment

upGrad Machine Learning Eligibility Criteria 

Specializations Eligibility Criteria
Executive PG Program in Machine Learning and AI by IIIT Bangalore 50% in Graduation. One year of work experience. Degree in Mathematics/ statistics. Diploma degree 55%+ 2year work experience
M.Sc in Machine learning & AI by Liverpool John Moores University 50% in Graduation. 1-year work experience in programming & analytics. Equivalent degree in mathematics/ statistics.
Advanced Certificate program in Machine Learning & NLP by IIIT Bangalore Bachelor’s degree- 50% or equivalent. Eligibility test.
The advanced certificate in machine learning and cloud by IIT Madras Bachelor’s Degree with 50% or equivalent at graduation. Coding experience required. B.Tech or B.E- preferably 60% or higher or first class if you have less than two years of experience
Advanced certificate program in Machine learning & Deep learning Bachelor’s degree with 50% or equivalent passing marks.
Master Of Science in Machine learning and AI B. Tech or B.E- preferably 60% or higher or first class if you have less than two years of experience). Bachelor’s Degree with 50% or equivalent at graduation. Coding experience required. Eligibility Test
  • upGrad bestows for facilitating a flexible studying environment for candidates and hence the admission criteria are easy to go.
  • There is no specific entrance test required for admission to a machine learning program.
  • A candidate needs to fulfil the eligibility criterion for the equivalent course of study.
  • A candidate has to appear for an eligibility/ aptitude test designed to check the mathematical and programming abilities.
  • The applicants can skip the test if they meet the following criteria:
    Post-Graduate in Mathematics/ Statistics with 60% in graduation and more than two years of total work experience.
  • A relatable token amount has to be submitted during the admission process- part of the course fee for the first month and equally further for the rest of the months.

upGrad Machine Learning Course Details

Master of Science – Machine learning and AI:

  • The course is equipped with 450+ hours of content
  • 35+ live sessions
  • Collaborative industry projects
  • 12 case study projects and 11 coding assignments.
  • The course is provided with 10 capstone projects to choose from.
  • The fee is INR 4,85,000 and EMI is INR 13,417 Per month.

Syllabus:

Discipline Components
Data Science Tool kit – 3 weeks thorough assessment Introduction to Python Python for Data Science Data Visualization in Python Data Analysis Using SQL (Optional) Advanced SQL and Best Practices (Optional) Data Analysis in Excel (Optional) Analytics Problem Solving (Optional) Tools Covered- Python, MySQL, Excel
Statistics and exploratory data analytics- 5weeks Exploratory Data Analysis Investment Assignment Inferential Statistics Hypothesis Testing Lending Club Case Study Tools Covered- Python
Machine Learning 1- 7 weeks Exploratory Data Analysis Investment Assignment Inferential Statistics Hypothesis Testing Lending Club Case Study Tools Covered- Python
Machine learning 2- 7 weeks Advanced Regression Advanced Regression assignment Support Vector Machine (Optional) Tree Models etc
Natural Language processing- 7 weeks Lexical Processing Syntactic Processing Syntactic Processing -Assignment Semantic Processing Building Chatbots with RASA Tools covered- Python, RASA
Deep learning- 8 weeks introduction to Neural Networks Neural Networks - Assignment Convolutional Neural Networks - Industry Applications Recurrent Neural Networks Neural Networks Project - Gesture Recognition Tools Covered-Python, Keras, TensorFlow etc.
Reinforcement learning- 6 weeks Classical Reinforcement Learning Tic Tac Toe Assignment - Classical Reinforcement Learning Deep Reinforcement Learning Reinforcement Learning Project Tools Covered- Python
Deployment & Capstone projects 6 weeks Classical Reinforcement Learning Tic Tac Toe Assignment - Classical Reinforcement Learning Deep Reinforcement Learning Reinforcement Learning Project Tools Covered- Python, Docker, aws ETC.
Research methodologies- 4 weeks Types of research etc.
Master’s Dissertations 16 weeks Investigate dietary patterns and metabolite fingerprints of takeaway (fast) food consumers using PCA and clustering methods Investigate a diagnosis of eye diseases using imaging ophthalmic data Structure medical images with information geometry Using Social media feeds to place tweets regarding natural disasters on a map etc.

Executive PG Program in Machine Learning:

  • The program is summed in 450+ hours of learning modules
  • 10 Practical Hands-on Capstone Projects
  • Executive PG program from IIIT Bangalore & Alumni Status
  • 30+ Case Studies and Assignments
  • Live Coding Classes & Profile Building Workshops
  • Fee- INR 2,85,000. EMI- INR 8358 per month

Advanced Certification in Machine Learning and Cloud:

  • The course is provided by India's No.1 Ranked Engineering College IIT Madras
  • It is equipped with 20+ Case Studies and Projects
  • Practical Hands-on Workshops
  • 25+ Industry Mentorship Sessions
  • One-on-One with Industry Mentors
  • 500+ Hours of Learning
  • No Cost EMI Option
  • India's most advanced cloud program
  • 4 weeks Industry Capstone Project
  • Globally accepted advanced certification
  • Offline peer-to-peer networking
  • Fee- INR 200,000 and EMI - INR 6319 per month.

Master of Science in Machine Learning & Artificial Intelligence:

  • Learn from the faculty of IIT Madras & LJMU
  • Designed for Senior Working Professionals
  • 25+ Case Studies and Assignments
  • Practical Hands-on Workshops
  • 25+ Industry Mentorship Sessions
  • One-on-One with Industry Mentors
  • 650+ Hours of Learning
  • India's No.1 Ranked Engineering College
  • Job Placement Assistance
  • No Cost EMI Option
  • India's most advanced cloud program
  • 4 weeks Industry Capstone Project
  • Globally accepted M.Sc. degree
  • The fee is INR 4,85,000 and EMI is INR 13,125 per month.

Advanced Certificate program in Machine Learning & Deep Learning:

  • The program comprises of 5+ Industry Projects, Case Studies & Assignments
  • It is a 1:1 Personalised Mentorship from ML Industry Experts
  • The program is offered as an Advanced Certificate from IIIT Bangalore
  • 240+ hours of Learning
  • No Cost EMI Options Available
  • Support available all days 9 AM - 9 PM IST for queries
  • Placement Assistance & excellent Job Opportunities
  • The fee is INR 99,000 and EMI is INR 3040 per month.

Advanced Certificate program in Machine Learning & NLP:

  • Candidates get Advanced Certificate from IIIT Bangalore
  • The course is specially Designed for Working Professionals
  • It is equipped with 250+ Hours of Learning
  • No Cost EMI Options available
  • 5+ Industry Projects, Case Studies & Assignments
  • 1:1 Personalised Mentorship from ML Industry Experts
  • Placement Assistance, job Opportunities Portal
  • Hiring Drives
  • The fee is INR 99,000 and EMI is INR 3034 per month.

Briefing:

  • Machine Learning Course at upGrad is India’s leading online course offered
  • It is the best selling program on the Online learning platform.
  • upGrad’s Machine Learning program has been rated at 4.5 stars
  • upGrad provides ease of learning to applicants by proving a Low- Cost EMI where a certain amount could be paid in some easy installments.
  • The course is provided by one of the best institutes of Artificial Intelligence and Machine Learning i.e. International Institute of Information Technology, Bangalore which bagged 62nd rank by NIRF- 2020.
  • The certification is brought up in partnership with Liverpool John Moores University UK, proving global exposure from the comfort of your home.

A quick analysis of Machine Learning course at different institutes:

Course Provider/ course Duration Fees -INR
Machine Learning A-Z: Hands-On Python & R in Data Science- udemy 44 hrs 360
Python for Data Science and Machine Learning Bootcamp- udemy 25 hrs 360
Machine Learning Certification Course- Simplilearn 44 hrs 18,999
Advanced Certification in Machine Learning and Cloud by IIT Madras- upGrad 12 months/ 18months 200,000
PG Certification in Machine Learning and Deep Learning by IIIT Bangalore- upGrad 6 months- 12months 100,000

upGrad Machine Learning Placements

Sectors # of learners/ Placement Offered Amount in INR
upGrad overall paid learners 20000+ 75 LPA
DATA Science and Machine learning 12,600+ 72LPA (400% highest increment)
IIT Bangalore Machine learning 191 (placement offered) 43.31 LPA

Top Recruiters:

Accenture SalesForce Ola Cabs
Mind Tree Standard Chartered bank Oracle
Myntra TATA Consultancy Services PayTM
Make My Trip Amazon Capgemini
JP Morgan Chase

upGrad Machine Learning FAQs

Ques. Is there any certification provided at the end of the Executive PG- Machine learning and AI program from upGrad Machine Learning?

Ans. Yes, after the completion of the program an authentic certificate shall be provided from IIIT Bangalore.

Ques. What is the selection procedure for admission to upGrad’s Executive PG program in Machine learning and AI?

Ans. The following are the criteria-

  • The applicants will have to take a 40-minute selection test designed to check their mathematical and programming abilities. The applicants may be exempt from taking the test if they meet the following criteria:
  • More than 1 year of relevant analytical/ programming experience with a Mathematical/ Statistical Degree.

Ques. What type of learning should I expect from an upGrad Machine Learning course? Is there any financial assistance available?

Ans. The program comprises some live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning, interactive sessions, industry-based projects and so much more. Yes, upGrad provides ease of learning and payment in the form of Low-Cost EMI.

Ques. What is the selection process at upGrad M.Sc in Machine learning and AI?

Ans. The eligible candidate undergoes a profile evaluation, selection test designed to check mathematical, aptitude & programming abilities followed by an interview round.

Ques. Is upGrad Machine Learning course legitimate?

Ans. Yes, the machine learning program at upGrad is not only authentic but brought up by some of the major universities and institutes of Machine learning and IT like IIIT Bangalore, Liverpool John Moores University, UK, IIT Madras, providing aspirants with global exposure and experts guidance at the comfort of their home.