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IIT Roorkee | Post Graduate Certificate Program in Data Science & Machine Learning

Master next generation technologies.

Course Snapshot
  • FeeINR 3,00,000 + GST (To be Paid in Installments)
  • Work Experience5 - 30 Years
  • Duration11 Months
  • Delivery MethodOnline
Course Detail

Program Overview
Post Graduate Certificate Program in Data Science & Machine Learning (PGCP-DSML) is an 11 months Data Science and Machine Learning (DS & ML) course from IIT Roorkee with live instructor-led sessions by top IIT faculty and industry experts.
This DS & ML online course is specially designed for working professionals with weekend classes to impart learning in data science, artificial intelligence, machine learning and other related technologies.
IIT Roorkee is among the foremost institutes of national importance in higher technological education and in engineering, basic and applied research. It is a highly ranked institution globally.
1st Among the IITs in the 'Citations per Faculty' parameter in QS World University Rankings, 2021
1-20 Among universities worldwide in 'Citations per Faculty' parameter in QS World University Rankings, 2021
83rd In Asian University Rankings from Times Higher Education World University Rankings, 2020
9th In overall rankings by NIRF, 2020
6th among engineering colleges in NIRF,2020
1st In India Today's list of India's Best Architecture Colleges 2020 (for Department of Architecture and Planning at IIT Roorkee)

Programme Highlights
● PG Certificate from IIT Roorkee
● 3 Specialisation to choose from - Computer Vision and Image Recognition, Speech Recognition and Data Engineering
● Live online teaching by IIT Faculty, Industry experts
● 360-degree career support

Career Support
● 1:1 Industry Support
● Industry expert speak to learn first-hand from industry practitioners
● Online Portfolio Builder to showcase your projects
● LinkedIn profile review for creating an impressive profile
● AI powered resume builder and resume reviews enabling easy application to various job opportunities
● 250+ recruitment partners, 11000+ learners placed, 25000+ job opportunities generated in the last 3 years

Tools Covered
● Keras
● Python
● Open CV
● Tensor Flow
● Dialogflow
● Transformers (BERT/GPT)

Course Schedule

● Live online instructor-led sessions (Direct-to-Device)
● Class Schedule - Every Saturday and Sunday (11:00 a.m. to 1:00 p.m. IST)

Desired Candidate Profile

● Bachelor's Degree in Science/Engineering with minimum 50% score
● No coding and mathematics background needed
● Minimum 2 years of work experience

Course Modules

● Foundation course for DS
● Essential Mathematics for DS and ML
● Python for DS
● Statistical Thinking
● Exploratory Data Analysis and Data Visualisation
● Machine Learning and Algorithms
● Text Analytics
● Advanced Machine Learning Analytics
● Programming with tensorflow
● Neural Networks
● Computer vision and image recognition
● Speech Recognition
● Data engineering
● Capstone Project