Machine Learning with R

Course Description:

Machine Learning (ML) is the subset of Artificial Intelligence (AI) which is one of the major pillars of the 4th Industrial Revolution(4IR). ML focuses on finding interpretable patterns and structures of data and enables us in learning, reasoning, and decision making in a fast and efficient way.

“The world’s most valuable resource is no longer oil, but data”- The Economists. It is now obvious that to survive in this data-driven world every organization needs to have the right knowledge of leveraging data in the most effective way. Machine Learning model development is the first step to enter this domain of Artificial intelligence and Big data. ML has applications in all types of industries including telecommunication, manufacturing, retail, healthcare and life sciences, travel and hospitality, financial services, energy, and utilities.

This Machine Learning course will show hand-on program development in R. R is now a leading programming language for data analytics and ML. The course starts with an overview of ML, R, and Rstudio. It shows different data transformation and data visualization techniques to equip learners with expertise in data handling. Including essential statistics, this course covers two major topics of predictive analytics – Regression and Classification. With interesting exercises in R, you will be able to handle any strategic challenge of predicting future situations from previous data. This course also covers clustering analysis, Association Rule Learning, and Time Series analysis which will help organizations to find patterns from data and suggest customers/service segmentation, recommendation, and trend forecasting. In the last part, advanced machine learning techniques like NLP and Deep Learning will be covered.

Audience:

• All professionals willing to excel with the data-driven mindset
• Organizations trying to boost performance
• Strategic consultants
• Entrepreneurs
• Students preparing for an excellent career

Prerequisites:

There are no specified prerequisites for this course. Anyone having basic understandings of mathematics and statistics can complete this course to the end.

Why this Course?

With Hands-on R programming, this course covers all essential machine learning techniques with the most suitable way for all professionals. Exercise cases are carefully chosen so that learners can relate this to their work and bring excellence in their organizations. The main objective of this course is to equip business organizations in Bangladesh to become more competitive in the world.

Notes:

• Download the required documents from 1.3: Download documents
• After completing each lesson, you have to click on the “Complete” button to go to the next lesson.
• Must fill up your first name and last name for your certificate.
• Complete every lesson of this course serially.
• If you click on the “FINISH COURSE” button then the course will be finished, you will be unable to complete the next lessons or parts of this course, and a Certificate will be generated.
• When you click on the “RE-TAKE” button of the course profile, this course will start as a new course. You have to complete this from the first lesson to the last lesson.

Course Instructor

Ahmed Yahya Khaled

Course & Training of this Instructor:

• Machine Learning with R
• Driving progress with the power of AI: A ML Approach
• Effective Data Visualizations in R