com analyticsvidhya courses

This app helps Business Leaders learn about AI and ML. It teaches you the basics of Ai and ML which makes them aware of the industry use cases of Artificial intelligence and Machine Learning. The world is moving towards digital technologies and leaders need to understand these technologies to manage their high tech skillfully teams in terms of Machine Learning and Artificial Intelligence knowledge.

This AI and ML for business leaders app offer you the ultimate free course. This is a completely free course and is for business managers/ leaders who want to understand the current state of AI and Machine Learning, how they are disrupting businesses globally and in diverse fields, how they might generate an impact in your current role and to understand various building blocks of Artificial Intelligence (AI) and Machine Learning (ML). It will also explain why it is necessary for you to have a high-level overview of these topics in today's data-driven world.

We will also demonstrate practical case studies in the course that will help you to apply this to your business. There are videos and articles to learn on the go and exercises to test your learning.

By the time you finish the course, you will be ready to apply your newly-acquired knowledge in your current organization. You will be able to make informed strategic decisions for yourself and your business.

The course is divided into modules to make learning easier:

Course Modules:
Introduction to Artificial Intelligence
Common Tools, Techniques and Terminologies
Applications of Artificial Intelligence and Machine Learning In the Real World
Building AI Capabilities In Your Organization
Artificial Intelligence Creation Process
Promises and Challenges of Artificial Intelligence

You will learn the following techniques from the course:

Common Terminologies
Common Tools in the Data Science Spectrum
Overview of Common Techniques
Understanding of various Machine Learning techniques
Stages of Model Building and Problem Definition
Hypothesis Generation
Data Extraction or Collection
Data Exploration
Basics of Model Building
ML Projects and Model Evaluation

Case Studies of real-world applications of Machine learning in the following domains have been covered:

Banking
Healthcare
E-Commerce
Telecom
Human Resources
Sales
Operations
Marketing
Supply Chain

We have also covered how to build AI capability in your organization right from strategy,
timelines, roles and keys all the way up to effective AI recruitment

In short, this course will act as a stepping stone in your journey to use data science in your organization to create value.

This app will help you think business keeping AI and ML in mind.