Advanced Certification in Artificial
Intelligence and Machine Learning
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About the Program

The Advanced Certification in Artificial Intelligence and Machine Learning program is one of the most comprehensive and state-of-the-art courses offered in the domain. This 500 learning hours program for working professionals and freshers is designed and delivered by faculty from IIT Kanpur and highly experienced industry experts. This program is the perfect blend of academic rigour and significant industry exposure to equip you with remarkably advanced knowledge and futuristic skillsets, unmatched by any other such programs.

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Program Overview

Key Highlights

IIT Kanpur (E&ICT Academy) Certification, an Institute of National importancee

Boot camp style training with 70% practical content

Become an expert in Machine Learning, Deep Learning, Python, Tensorflow, Keras, and SQL

24x7 Access to online course content & videos even post course completion



Weekend classes by Industry experts

Career essential soft skill program

Master Classes by IIT Kanpur Faculty

100% Placement Assistance

Detailed Curriculum

Best-in-class content by highly experienced faculty and eminent industry leaders. Live online classes, case-studies, projects, and assignments.

  • Introduction to Machine Learning in Python
  • Introduction to Python
  • Flow Control, Iterative Operations & Functions in Python
  • Basic Statistics & Maths
  • Data Summary, Numerical and Visual EDA in Python
  • Data Handling in Python using NumPy & Pandas
  • Hypothesis Testing
  • Basics of Machine Learning-1
  • Basics of Machine Learning-2
  • Generalised Linear Models in Python
  • Decision Tree Models using Python
  • Boosting Algorithms using Python
  • Support Vector Machines (SVM), Naïve Bayes and KNN in Python
  • Unsupervised learning in Python
  • Neural Networks
  • Text Mining in Python
  • Ensemble Methods for mixed algorithms
  • Python pipelines and model in production
  • Advanced Ideas on Feature Engineering, Model Interpretation, Parameter Tuning, Genetic Algorithm
  • Introduction to AI and Deep Learning
  • Introduction to parameter optimisation and gradient descent
  • Getting Started with Tensorflow and Google Colab
  • Deep Feed Forward & Convolutional Neural Networks
  • Introduction to Keras
  • Image data generators, transfer learning and Tensorboard
  • Sequence to Sequence models with Recurrent Neural Networks, Long-Short Term Memory (LSTM) and Gated Recurrent Unit (GRU)
  • Unsupervised Deep Learning
  • Object Detection and Localisation
  • Face Detection and Recognition
  • Natural Language Processing
  • Deep Learning for Natural Language Processing
  • Chatbots with Rasa
  • Other Applications
  • Working with Audio Data
  • Text summarisation, Image Captioning And Style Transfer
  • Introduction to SQL
  • SQL Data Types & Operators
  • Useful Operations in SQL
  • Aggregating Data in SQL
  • Writing Sub-Queries in SQL
  • Common function in SQL
  • Analytic Functions in SQL
  • Writing DML Statements
  • Writing DDL Statements
  • Using Constraints in SQL
  • SQL Joins
  • Views in SQL
Programming Languages and Tools Covered

Program Lead
Dr.Amey Karkare
Dr.Amey Karkare
Associate Professor
IIT Kanpur
He has research and teaching experience of more than 10 years. Prior to teaching at IIT Kanpur, he got his Ph.D. from IIT Bombay and has worked for 5 years as an R&D engineer with SAP. His research interests are in programming languages like Python and in software development. Dr. Amey has received the Best Faculty of the Year Award in the category “Innovative Application of Technology Tools in Teaching/Learning” by the Computer Society of India’s Mumbai Chapter. He has over 37 publications in international journals to his name.
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Dr.Arnab Bhattacharya
Associate Professor
IIT Kanpur
He has research and teaching experience of more than 15 years. His research interests are in databases, data mining, information retrieval, knowledge, and network graphs. He has not only published more than 50 papers in various international journals but also has written a book on database indexing algorithms along with having 2 patents to his name. Dr. Arnab has received the IBM Faculty Research Award, 2014. He has also been the Program Chair for the ACM India Joint International Conference on Data Science & Management of Data.
Mr. Aatash Shah
Dr. Lalit Sachan
Co-founder & Head – Data Science, Edvancer
IIM, Lucknow
Lalit has over 10 years of experience in data science & AI. He has worked as a data scientist handling end to end data science projects in organizations like Global Analytics and Shopveg. Lalit is a corporate trainer in data science and AI for top companies like EY, PwC, Deloitte, GE, HDFC Bank etc.
Industry Expert Faculty
Dr. Kingshuk Srivastava
Mr. Utsab Chakraborty
Manager
Customer & Marketing Analytics, Flipkart
Utsab is an Analytics Manager at Flipkart and has a total of 10+ years of experience in analytics. He is an expert on predictive analytics, machine learning, R & Python. He has worked extensively in the retail/CPG, e-commerce and banking domains. His rich experience in consulting & delivery has transformed analytics journeys of several Fortune 500 companies. He also has a lot of training experience. Utsab has completed his PGDM from XLRI and his B.Tech from Kalyani Government Engineering College.
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Mr. Renold Devaraj,
Data Scientist
Dell
Renold is a Data Scientist with 10 years of experience working with companies like Dell, Cognizant, TCS, Capgemini, Latentview etc. He is an expert on predictive modeling and marketing analytics and has worked on various projects for verticals like telecom, banking & retail. He is also a visiting faculty at various management & engineering schools in the country. Renold is an MBA from NIT Trichy and BE from Anna University
Mr. Aatash Shah
Mr. Abhishek Nagarjuna
Sr. Ai Scientist
Course5i
Abhishek is an AI & Data Scientist with 5 years of experience working with various global consulting companies. He has worked on various projects using advanced machine learning & AI algorithms. He is an expert on predictive modelling, machine learning, deep learning, R and Python.
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Skills you will learn

Applied Mathematics, Machine Learning Algorithms, Data Modelling and Evaluation, Neural Networks, Natural Language Processing, Deep Learning Algorithms

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Career Prospects

Big Data Engineer, Business Intelligence Developer, Data Scientist, Machine Learning Engineer, Research Scientist, AI Data Analyst, Product Manager, AI Engineer, Robotics Scientist.

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Who Is This Program For?

Freshers or Working Professionals graduated with a degree in either BSc, BCA, MCA, B.E or B.Tech and taken up PCM in 10+2.

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Minimum Eligibility

Bachelors’s degree with 50% or equivalent passing marks. Programming experience not mandatory. However, ready to learn Mathematics and Programming will be required.

Our learners work at

Top companies from all around the world have recruited Edology alumni

Advanced Certification in Artificial
Intelligence and Machine Learning

On the successful completion of the course, you’ll get an Advanced Certification from IIT Kanpur, India’s top ranked institute of national importance

  • IIT Kanpur ranked 4 in NIRF 2020 Ranking List
  • Build a strong network in AI & ML domain with opportunities to connect with IIT Kanpur experienced faculty and Industry Experts.
Industry Projects and Assignments

Car Safety System

Build an AI safety system for an auto major to identify distracted drivers in their cars and sound an alert

BFSI

Identify fraudulent transactions for a credit card providing company to create an early warning system to prevent frauds in real time.

BPO

Create a machine learning system which will automatically pick out customer complaints most likely to be unresolved and escalate them.

Manufacturing

PPredict inventory requirement of spare-parts for a large engineering co. 

Music Streaming

Create an AI system which will automatically assign genres to any music file 

Pharma

Predict the sales volume of counterfeit medicines in order to guide law enforcement agencies in cracking down on top counterfeiters. 

Spam Filter

Build a robust AI based spam filter for online forums like Stack Overflow at scale.  

Admission Process

Please find below the detailed steps of the Admission Process

Fill the application form

Apply by filling a simple online application form.

Get shortlisted and receive the offer letter

Based on their professional experience and academic scores, candidates will be shortlisted.

Confirm your seat

An offer letter will be rolled out to the selected candidates. Pay the program fees and secure your seat for the program.

Advanced Certification in Artificial Intelligence and Machine Learning
  • Certificate from E&ICT Academy, IIT Kanpur
  • 100% placement assistance
  • Build strong network in AI & ML domain
Live Online
INR 2,14,900 + GST
No cost EMI options available
Self Paced
INR 1,34,900 + GST
No cost EMI options available
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Over 2000 Careers Transformed

        
                     
    
45%

Average Salary Hike

2150+

Career Transitions

27 LPA

Highest Salary

480+

Hiring Partners

Career Support

Get Industry ready with Dedicated our Career Support

Career Couselling
Resume Feedback
Interview Preparation
Job Assistance

Refer someone you know and receive Flipkart vouchers worth INR 3,000!*

* Referral offer is valid only on the Post Graduate Program in Data Science.

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Frequently asked questions

Why should I study Advanced Certification in Artificial Intelligence Machine Learning with Edology?

This program aims to produce well-rounded data scientists and AI professionals with in-depth knowledge of mathematics, statistics, expertise in relevant tools/languages, and understanding of cutting-edge algorithms and applications. Besides, the pay scale offered in this sector is driving the learners to choose this sector as their career options. This domain offers one of the highest-paid job roles in the country. Artificial Intelligence and Machine learning is steadily increasing its impact as one of the most secured career choices.

What is the minimum eligibility criteria for the program?

Working professionals or freshers graduated with a degree in either BSc., BCA, MCA, B.E., or B. Tech and taken up PCM in their 10+2.

The work experience is relaxed basis on application and profile. A working knowledge of languages such as Python is an added advantage.

What is the time commitment for the program?

A time commitment of 10 to 12 hours per week on an average is recommended to complete the program successfully.

Will I receive career assistance and support after the program completion?

Mentoring on how to make the best resume for a data professional, highlighting technical and domain expertise. Artificial Intelligence and Machine Learning interview preparation, mentoring by industry experts and provide job assistance at the end of the program.

Do I get to interact with Industry Experts during the program?

Yes, there will be live online interactive sessions with IIT Kanpur faculty and industry experts.

Is there any financial support provided for the program?

To ensure no barrier in the path of your learning, we offer financing options with our partner company Financepeer to help you make this Advanced Certification in Artificial Intelligence and Machine Learning program more financially manageable.

What certification will I get after the course?

Upon successful completion of the program, you will be awarded with industry-recognized Advanced Certification in Artificial Intelligence and Machine Learning from E&ICT Academy, IIT Kanpur.

What is the job prospect after the completion of this program?

Industries are rapidly moving towards a data driven decision making, hence, there is a huge demand for experts in Machine Learning and Artificial Intelligence. Professionals are working across various industries such as Retail, Banking and Manufacturing. After the completion of the course, learners can excel in roles such as - Data Scientist, Machine Learning Engineer, AI Product Manager, Applied ML Scientist, and many other rewarding opportunities.