IIM Kozhikode:Executive Management Programme in Artificial Intelligence & Machine Learning (AI&ML)

Overview

IIM KOZHIKODE- Executive Management Development Programme in Artificial Intelligence & Machine Learning (AI&ML)

Get on the path to an exciting, evolving career that is predicted to grow sharply into 2025 and beyond. Artificial Intelligence and Machine Learning will impact all segments of daily life by 2025, with applications in a wide range of industries such as healthcare, transportation, retail, insurance, transport and logistics and customer service.

The executive programme in Artificial Intelligence and Machine Learning will help you become an expert in the exciting new world of AI & ML by learning through cutting edge technologies and work on real-life industry grade projects. The programme is designed for executives who would like to participate in Kaggle Data Science challenges or look for data-heavy context to conduct analysis, produce insights, and deploy a system that does useful work in the competitive environment.


Industry Growth:

Artificial Intelligence (AI) and Machine Learning (ML) have a rapidly growing presence in today’s world, with applications ranging from heavy industry to education. From streamlining operations to informing better decision making, it has become clear that this technology has the potential to truly revolutionize how the everyday world works.

AI, Machine Learning and Deep Learning are attracting more traction lately because of the recent innovations that have made headlines, Alexa, Siri, Humanoids, Chatbots, Robotics are some to name a few. The varied applicability of AI in a multitude of industries including entertainment, transportation, finance, retail etc. makes this technology a hot job and career destination.

According to Analytics Insight, experts predict that AI alone will generate close to 2.3 million jobs by 2020. However, additionally, it is predicted that this technology will take away over 1.7 million jobs, leading to a net addition of half a million new jobs worldwide.

Key Highlights

  • Programme content and structure designed by IIM Kozhikode.
  • Lectures imparted by eminent faculty from IIM Kozhikode
  • Hands on practical exposure on trending domains like AI, ML, DL etc.
  • Earn a Certificate of Completion from IIM Kozhikode
  • TSW Executive Education Alumni Membership

Programme Curriculum:

Introduction to Python
  • Basics of Python
  • Pandas for importing data and pre-processing
  • Numpy for Statistical Analysis
  • Matplotlib for Data Visualization
  • Hands-on practice
Introduction to R
  • Basic of R
  • Hands-on practice

Conceptual Learnings on

  • 1 Descriptive Statistics and Hypothesis Testing
  • 2 Supervised Vs Unsupervised Learning
  • 3 Ensemble Learning
  • 4 Reinforcement Learning

Hands on Learning on

  • 1 Supervised Learning algorithms in Classification
  • 2 Supervised Learning algorithms in Time Series and Prediction
  • 3 Unsupervised Learning algorithms including Principal Component Analysis
  • 4 Reinforcement Learning algorithms

Component on Artificial Intelligence (AI) using Deep Learning

  • Understanding Neural Networks with TensorFlow
  • Deep dive into Neural Networks with TensorFlow
  • Master Deep Networks
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Restricted Boltzman Machine (RBM) and Autoencoders
  • Keras API
  • TFLearn API

Who should attend

  • Anyone with a basic familiarity with (or lack of phobia for) computer programming, a fascination
    for AI and ML, or simply the urge to learn.
  • Working professionals looking forward to upskill to a Data Scientist job role or to gain effective decision making in the current job role.

Eligibility

Graduates in any discipline with minimum 2 years of professional work experience and familiarity with computer programming.

Pedagogy

The lectures will be delivered by eminent faculty from IIM Kozhikode.
The approach combines live lectures, application exercises with hands-on practice for some sessions and instrumented feedback with a strong emphasis on concepts and theory.

The sessions will be delivered from IIM Kozhikode studio on TPL technology platform to participants who would be attending from their respective places via their device (Laptop/Tablet).

Assessment & Certification

A minimum of 75% attendance to the LIVE lectures is a prerequisite for the successful completion of this programme. There are periodic evaluations built in throughout the duration of the program. These maybe in the form of a quiz, assignment, project, case studies or other objective/subjective assessments.

The main objective of such assignments/projects will be to help the participants apply their conceptual learning in the programme to actual organizational decision scenarios. The participants will have to secure the minimum pass marks in the respective evaluation components

Participants who successfully complete the same and satisfy the requisite attendance criteria, will be awarded with a Certificate of Completion from IIM Kozhikode. Participants who are unable to clear the evaluation criteria but have the requisite attendance will be awarded with a Participation Certificate from IIM Kozhikode.

Programme Duration: – 4 months

Programme Start Date: – June, 2019

Classes: – Once a week, every Sunday 9:00 am – 12:00 noon

Programme Fees: – INR 75,000 + Taxes as applicable

Programme Fee

Total Fees
1st Instalment/Registration Fees INR 25,000 *
2nd Instalment INR 50,000 * (17th June’19)

*GST 18% will be additional as applicable

Programme Schedule

 

Programme Start date June, 2019
Programme End date October, 2019

Programme Director:

Prof. Mohammed Shahid Abdulla

Prof. Mohammed Shahid Abdulla is an Associate Professor in the area of Information Technology and Systems at IIM Kozhikode and has been associated with IIM Kozhikode since 2011. He has a Ph.D. from Indian Institute of Science and has served as Assistant Professor (Avionics) at Indian Institute of Space Science and Technology before. He has extensive experience in executive education and management development

Sample Certificate

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