Course Content
Module 1: Foundation
You don't currently have access to this content
5 Topics
4 Quizzes
overview of AI – Brief History and Examples in Everyday Life
You don't currently have access to this content
AI – History and Basic Questions
You don't currently have access to this content
AI – significance of Data and Analytics
You don't currently have access to this content
Knowledge Check – AI, Data and Analytics
You don't currently have access to this content
Data Growth and Big Data
You don't currently have access to this content
Knowledge Check – Data & Bigdata
You don't currently have access to this content
Examples of Analytics and Data Usage
You don't currently have access to this content
What is Machine Learning?
You don't currently have access to this content
ML Knowledge Check – Basics
You don't currently have access to this content
Modules 2AI and ML Technologies Survey
You don't currently have access to this content
7 Topics
Regression and Classification
You don't currently have access to this content
Neural Networks and Deep Learning
You don't currently have access to this content
Convolutional Neural Networks
You don't currently have access to this content
Clustering
You don't currently have access to this content
Representation Learning
You don't currently have access to this content
Reinforcement Learning and RNN
You don't currently have access to this content
Large Text Models and Transformers
You don't currently have access to this content
Module 3: AI/ML Applications and Trends
You don't currently have access to this content
4 Topics
Machine Learning Techniques and Machine Learning Workflow
You don't currently have access to this content
Neural Networks and Deep Networks
You don't currently have access to this content
Examples of Deep Networks in Business
You don't currently have access to this content
Applications of AI in: Retail, Healthcare and Manufacturing
You don't currently have access to this content
Module 4 : AI/ML Applications and Trends Part 2
You don't currently have access to this content
6 Topics
AI in Finance
You don't currently have access to this content
AI in Energy Industry
You don't currently have access to this content
AI in education
You don't currently have access to this content
AI in Security and Surveillance
You don't currently have access to this content
AI – pros and cons…
You don't currently have access to this content
AI as a Driver of Digital Transformation
You don't currently have access to this content
Module 5 AI Led Business Transformation and Identifying Opportunities
You don't currently have access to this content
10 Topics
AI Strategy
You don't currently have access to this content
What could go wrong
You don't currently have access to this content
Build vs. Buy vs. Other Options
You don't currently have access to this content
Strategies to Identify AI Opportunities
You don't currently have access to this content
Aligning AI with Business Strategy
You don't currently have access to this content
Future of AI and ML
You don't currently have access to this content
Explainable AI (XAI)
You don't currently have access to this content
Emotions, empathy and fair AI…
You don't currently have access to this content
AI Skill Requirements
You don't currently have access to this content
AI/ML Project Organization and RACI
You don't currently have access to this content
MODULE 6: Framework for Model Evaluation and Deployment of AI and ML
You don't currently have access to this content
2 Topics
Understanding Business Needs
You don't currently have access to this content
AI Lifecycle
You don't currently have access to this content
