Minor Degree Program in Artificial Intelligence

Complete the Minor Degree Program in Artificial Intelligence: Python, Big Data, Machine Learning and Deep learning

Created By: 15 Industrial Experts

Course Duration : 3 Month

₹24,999

267 Ratings | 439 Enrollments

Includes

  • Basics of Python and Big Data Analytics

  • Concepts of ML and AI

  • Applications of ML and AI

  • Internship and Placement Assistance

What will I learn?

  • Complete learning of python programming language

  • Concept learning and Application of Big Data Analytics

  • Understanding of concepts of Machine Learning

  • Application of Machine Learning in different industries

Description

Minor Degree Program is the popular program of Eckovation which ensures complete industrial training of individual in specific domain. It is designed by IIT Experts in such a way that it covers all the aspects of the segment. 

More About Minor Degree Program in Artificial Intelligence:

Minor Degree Program of Artifical Intelligence involves 3 important skills which are coding in Python language, understanding of Big Data Analytics and then concepts and usecase of Machine Learning. 

Industrial experts and IIT Graduates have designed the program in a way that it covers vast domain of the Artificial Intelligence. 

How can join this program:

The usecase of AI are now in each and every sector. It's presence are seen in platforms like youtube, facebook to Engine Management Systems. The vast application of machine learning are proving it's potential in Chemical and Civil Engineering as well. So it is recommended to all the students of engineering.

No prerequisites required, the program is the best fit for the begineers and student belonging to any department can be the part of the program. 

Key Elements of the program:

1. Great learning of Industrial Skills from Experts
2. One to One Discussion with Experts
3. Assignments related to subject area
4. Live Projects of Industries with Internship

Details of Guaranteed Internship: 

i) Why? - We believe acquiring a new skill without working on an actual project is wasteful spending of your time and resources. For your holistic learning experience, both course and internship should be combined.

ii) Who? - Internship is guaranteed by Eckovation to all Eckovation Alumni - those who complete atleast a course with us.

iii) Where? - Internship will be either with Eckovation or one of our partner organisations. You will be able to access internship.eckovation.com once you register for a course with us. Our Internship Portal will feature profiles of our alumni and also list internship opportunities by various organisations where alumni can apply.

iv) How many? - The internship will be related to the skill(s) which you've acquired from Eckovation platform. In case of multiple skills, multiple internship opportunities may be provided.

v) Nature of internship? - The internships will be work from home, i.e., you will be able to work on the internship project from anywhere anytime.

vi) When? - Internship will start only after your course completion in either Summer/December Vacation depending on which comes first. In-semester internships can also be considered on case-by-case basis.

vii) Certificate - A separate internship certificate will be provided at the end of internship period. course description

Guaranteed Placement assistance to successful candidates

Successeful candidates will receive resume building sessions and reviews on their resume. Mock interviews and personal guidance in exceling interviews for the role of AI Engineer or of similar profiles.

Talk to our Program Manager to know more about the course: +91-9266677335

Curriculum

Python Programming Language I

  • 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

  • Machine Learning Libraries

  • Threading

  • Networking

  • Graph Theory

  • Currying

  • Finite State Machines

  • Applications

  • WSGI

  • SQL

  • Project: Attendance system

Big Data Analytics

  • 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

  • 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

  • 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

  • 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

  • PoseNet

  • Text Summarization

Final Project - 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.

About Instructors

15 Industrial Experts

Combine Experience of 30 Years

Industrial Experts and Data Scientists of top leading start-ups

Reviews

FAQ

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.