Post Graduate Certification in Artificial Intelligence and Machine Learning by E&ICT Academy, IIT Guwahati
The program professionals need to get into the field of AI, from one of the best institutes in the country, IIT Guwahati in collaboration with E&ICT Academy, IIT Guwahati
Next Batch Starting on
15th Feb' 2020
₹149,999 ₹250,000
Limited Seats • Filling Fast
200+ Hrs of Content 8 Months (Only 100 seats. Filling fast)   Study 8-9hrs/Week

In Collaboration with:

E & ICT Academy
IIT-Guwahati

In Collaboration with:

E & ICT Academy
IIT-Guwahati

Estimated Time

8 Months (Only 100 seats. Filling fast)  

Commitment Level

8 Hours/Week

Prerequisites

Programming & Networking Basics

Why learn Machine Learning?
Number of Jobs
With increasing data processing capabilities of the world, the amount of data being captured is increasing at an exponential rate. This has created an exponential jump in the number of jobs for ML and AI developers cutting across industries. Job Openings for Machine Learning and AI developers are increasing by 400% each year in India.
Salary Potential
Machine Learning has become a critical aspect of decision making and business strategy. As the rate of new Ml and AI developers entering the job market is much slower as compared to new jobs being created, salaries for this role are not only high, they are growing faster than for any other job role. In general, starting pay packages for Ml and AI developers range between 15 to 40 lakhs per year.
Top Companies
Machine Learning is a role which is not limited to any industry. Any business you can think of, Machine Learning and Artificial Intelligence has a critical role to play in it today. SpaceX, Google, Amazon, Walmart, Facebook, etc.
Why this Course?
Certification by E&ICT Academy, IIT Guwahati
The curriculum offered by Eckovation in collaboration with E&ICT Academy, IIT Guwahati is the most comprehensive curriculum offered on the internet as of 2019.
Industry Oriented Learning
Top Experts from IITs and Industry Experts from Zomato, Microsoft, Adobe and Cisco will be providing you personalised guidance.
Personalised Mentorship
Eckovation guarantees one-to-one mentorship with Industry Experts from top companies throuhout the duration of the course.
Live Classes
Learn theory and practical skills 4 hours per week with the course faculty.
Placement Assistance
With their technical skills enhanced and their soft skills honed, Eckovation students will have a much better chance of getting placed and hence achieve a better future for themselves.
Professional Networking
Assured minimum 5 job interviews. Personalised assistance to help you through job applications and interviews to achieve best jobs with top packages.
Professional Certificate
  • Get a professional certification from E&ICT Academy, IIT Guwahati
  • Add an extremely valuable asset to your Resume
  • Kickstart your career
Course Details
Video Lectures with Assessment Tests
Video lectures accompanied with assessment tests. Learn concepts through videos and assess your understanding through tests. Course Curriculum designed by online pedagogy experts.
Assignments and Case Studies
Apply the concepts you have learned by working on carefully designed assignments to exercise your problem-solving muscle. Get a flavour of real-world problems through case studies sourced from industry.
Projects
Complex real-industry problems demanding a thorough understanding of concepts, mastery over skill and understanding of the business context. Having worked on them would be a big highlight of your resume.
Personalised Mentorship
Top industry experts and IIT graduates would provide you personalised assistance in resolving doubts, working on assignments and a detailed review of your projects.
Learning Community
An online community of peers learning together, learning from each other, ensuring that learning remains the social experience that it ought to be.
Placement Assistance
Assistance to create a world-class resume,ensuring job interviews with top recruiters and preparing you for the recruitment process.
Curriculum
200+
Hours of Content
6
Industry Projects
18
Assignments
8
Tools and Softwares

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Python Programming Language I
4 Weeks, 5 Assignments
Introduction to Python Programming
String Manipulation
Data Sturctures
Control Loops
Functions
OOP
Modules and Packages
Exceptions
File Handling
Networking
5 Assignments
Python Programming Language II
4 Weeks, 5 Assignments
Machine Learning Libraries
Threading
Networking
Graph Theory
Currying
Finite State Machines
Applications
WSGI
SQL
Project: Attendance system
Big Data Analytics
4 Weeks, 5 Assignments
Introduction to Big Data
Hadoop Ecosystem
Cloudera Vm ware
HDFS
Flume
Map Reduce
HIVE
NoSQL
Data Integration
Data Administration
Project: Movie Recommendation | Netflix's movie recommendation algorithm is famous in the world for recommending kinds of movies that the user might want to watch. And the program is almost always right. Build a similar feature and show the world that you have the skills which Netflix is eyeing for.
Machine Learning I
4 Weeks, 5 Assignments
Regression Models
Decision Tree
Random Forest
Support Vector Machines
PCA/ LDA
Hierarchical Clustering
k-means/k-mode Clustering
Naive Bayes Classification
6 Mini Projects
Machine Learning II
4 Weeks, 5 Assignments
Introduction Deep Learning
Tensorflow
CNN
Project 1: Hindi Hand Writing recognition | Hello World program of Computer Vision. It will be the first program that everyone should build if they are thinking of going into AI. Using variation of MNIST Dataset, you will complete your first project in AI.
Project 2: Emojinator: Hand Gesture recognition | This hand gesture program is a great way to train yourself to work with computer vision. Every hand gesture you make will convert it into similar looking emojis for you on the screen.
Deep Learning
4 Weeks, 5 Assignments
Artificial Neural Networks
Project 1: MNIST dataset | MNIST dataset is famous for its ability to train a model to identify numbers in a particular text. It is the Hello World program of computer vision. Our project here will be Hindi hand writing recognition with the help of such dataset.
Convolutional Neural Networks
Project 2: Neural Style Transfer | Neural Style Transfer is an open source project where people are able to replicate classic painting styles on their modern age images. It's like using the viral old age filter in FaceApp or create van Gogh painting of your neighbourhood. This project will help you create different effects with any image
Recurrent Neural Networks
Project 3: Image Caption Generator | Instagram is a famous image sharing platform. But a simple image is not enough, you need to have a caption for it to make it look as well as sound cooler. But coming up with cool captions is not always possible on our own. This project will create a program that will generate relevant captions based on your image. Similar programs are in use in the marketing and publicity industry for few years now and having mid blowing captions will make your Insta profile 100 steps ahead of others.
Generative Adversarial Networks
Project 4: Fake Face Generator | thispersondoesnotexist.com This is a famous website where it shows you pictures of different people. But the catch is, these people does not exist in the real world. They are fake images created by combining multiple images. Though looks like a work of photoshop, this is very complex project and being able to replicate it will get your name in the list top AI experts in the country.
Capstone Projects - Deep Learning
4 Weeks, 5 Assignments
PoseNet
Text Summarization
Final Project - Self-driving Car
4 Weeks, 5 Assignments
The name suggests itself. The car that drives itself. Using computer vision the program detects various objects on and around the road and decides whether to keep moving or stop or turn. Google, Volvo, Tesla are trying to perfect their algorithm with the real world scenarios. This project is the most complex project that you will come across as a learner and if you succeed you are definitely to come in the radar of say Google or Tesla.
Completion Certificate
You will get certificates after completing all courses and assignments.
Estimated Time
8 Months (Only 100 seats. Filling fast)  
Commitment Level
8-9 Hours/Week
Tools Covered
Completion Certificate
You will get certificates after completing all courses and assignments.
Industry Projects
Learn through real-life industry projects sponsored by top companies across industries
Self-driving Car
The name suggests itself. The car that drives itself. Using computer vision the program detects various objects on and around the road and decides whether to keep moving or stop or turn. Google, Volvo, Tesla are trying to perfect their algorithm with the real world scenarios. This project is the most complex project that you will come across as a learner and if you succeed you are definitely to come in the radar of say Google or Tesla.
Know More
Neural Style Transfer
Neural Style Transfer is an open source project where people are able to replicate classic painting styles on their modern age images. It is like using the viral old age filter in FaceApp or create van Gogh painting of your neighbourhood. This project will help you create different effects with any image.
Know More
Image Caption Generator
Instagram is a famous image sharing platform. But a simple image is not enough, you need to have a caption for it to make it look as well as sound cooler. But coming up with cool captions is not always possible on our own. This project will create a program that will generate relevant captions based on your image. Similar programs are in use in the marketing and publicity industry for few years now and having mid blowing captions will make your Insta profile 100 steps ahead of others.
Know More
Fake Face Generator
Fake Face Generator | thispersondoesnotexist.com This is a famous website where it shows you pictures of different people. But the catch is, these people does not exist in the real world. They are fake images created by combining multiple images. Though looks like a work of photoshop, this is very complex project and being able to replicate it will get your name in the list top AI experts in the country.
Know More
Instructors
Dr. Prithwajit Guha
Dr. Guha is a renowned lecturer and researcher in the fields of Computer Vision, Pattern Recognition, Signal Processing, Robotics. He has numerous publications in his name and has been teaching in IIT Guwahati for past 7 yrs.
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Govinda Das
He has been working with education industry for years now and has delivered numerous lectures in various fields including Machine Learning. His expertise is being well utilised as a course coordinator in this program
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Srijan Gupta
Besides the B.Tech degree, Srijan has also gained a Minor in Computer Science and has worked extensivey in the field in technology. Now as the Director of Technology he will be joining the course as one of the Industry Expert.
Know More
Commonly Asked Questions
How do I enroll in the course?
Click on the Enroll Now button on the top of the page. Then select the suitable package for yourself. Then you will be asked to complete the necessary payment. Once you complete the process, you automatically get enrolled for the course.
What are the modes of payments available?
You can make the due payment via netbanking, debit cards, credit cards or online wallet.
Can cash payment be done for courses?
Cash payment facility is not available. Only online transactions are accepted.
What happens after I complete the payment for the course?
You will receive an email confirming the success of subscription and welcoming you to the course. You will be asked to join a learning group on Eckovation corresponding to the course that you have opted.
Can I get a free trial for the course?
It varies from course to course. Some courses have a free trial available, some courses do not have that feature.
Can I pursue the course in laptop as well as mobile?
Yes. You can pursue the course over your laptop by going to www.eckovation.com . Smartphone users can download the eckovation app from appstore or playstore and login to access your course.
What is the Refund Policy in case I'm not satisfied with the Course?
100% Refund Policy is applicable till 7 days after subscription in case we are not providing what we have promised you earlier. However, after 7 days, no request for refund will be entertained.
I am unable to access the online course. Who should I contact?
You can write an e-mail to hi@eckovation.com. You can also contact your course educator or you can call at +91-9266677335.
Is it required for you to complete the course strictly within the course duration mentioned at the top of the page?
No. You can complete the course before or after the stipulated course duration. It is mentioned just to provide a tentative timeline in case you devote 1-2 hours/day to the course regularly. Infact, you'll also have lifetime access to course material.
Is there any Pre-requisite for this Course?
No, there's no pre-requisite for this course. Everything will be covered in the course, right from the scratch.

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