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E&ICT, IIT Guwahati| Certification in Artificial Intelligence & Machine Learning

Become an AI & Machine Learning Expert

Course Snapshot
  • FeeINR 2,00,000 (Inclusive of taxes)
  • Work Experience5 - 30 Years
  • Duration8 Months
  • Delivery MethodOnline
Course Detail

About E&ICT Academy, IIT Guwahati
MeitY has sponsored a scheme entitled "Scheme of Financial Assistance" for setting up of Electronics and ICT Academics. E&ICT Academy would aim to provide specialized training to the faculties of Engineering, Arts, Commerce & Science colleges, Polytechnics etc, by developing state-of-art facilities. Academy has planned short term training programmes on fundamental and advanced topics in IT, Electronics & Communication, Product Design, Manufacturing with hands on training and project work using latest software tools and systems. In addition, the Academy will conduct specialized/customized training programmes and research promotion workshops for corporate sector & educational institutions.

About IIT Guwahati
The Indian Institute of Technology, Guwahati is among India's top engineering colleges and among the top 150 universities in Asia. IITG has been recognized as an Institute of National Importance by the Government of India. The E&ICT Academy, IITG has partnered with Imarticus to design this online Post-Graduate Certification in Machine Learning & Artificial Intelligence. This Post Graduate Certification aims to produce the next cadre of highly skilled professionals in the field of Machine Learning.

Program Highlights
● Earn Certificate from E&ICT Academy, IIT Guwahati.
● Get Hands on exposure to tools such as Python, Tensorflow, Colab, Matplotlip etc
● Personalised guidance from Industry top experts at Microsoft, Adobe etc.
● Specially designed from working professionals
● Learn by doing (Programming Assignments).More than 100+ assignments
● Capstone Project- Self Driving Car.Choose capstone project from your own industry

Industry Projects
Learn through real life industry projects such as:
● Route Planning for Autonomous Vehicles using Meta-heuristic algorithms
● Face 101: Application of PCA for Face Recognition
● Face 102: Face Search and Indexing of Face in Face Database
● Video Surveillance: Building an Intrusion Detection System
● Video Surveillance: Building an Object Tracker
● Building a Web News Article Clustering System
● Market Basket Analysis and Recommendation Systems
● Human Activity Recognition using Smartphone Data
● Commercial Recognition in Television News Videos
● Object Recognition
● Building a Face based Class Attendance System
● Visual Question Answering

Desired Candidate Profile

● Bachelors/masters degrees in Computer Science/Engineering/Math/Statistics/ Economics/Science with a minimum of 50% marks in graduation.
● Basic Understanding of Programming and Networking required

Course Modules

● Python Revision
● Mathematical Preliminaries
● Dimensionality Reduction
● Unsupervised Learning, Generative Models and Pattern Discovery
● Supervised Learning and Discriminative models
● Module on Domains Speech,Vision & text
● Data Analytics & Visualisation
● Deep Learning
● Reinforced Learning
● Machine Learning & cloud (Aws, azure,gcp)