Machine Learning A-Z™: Hands-On Python & R In Data Science
Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.
(248,175 ratings)
847,462 students
Created by Md Jasim
Last updated 11/2022
Description
Interested in the field of Machine Learning? Then this course is for you!
This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms, and coding libraries in a simple way.We will walk you step-by-step into the World of Machine Learning. With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.This course is fun and exciting, but at the same time, we dive deep into Machine Learning. It is structured the following way:
Moreover, the course is packed with practical exercises that are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models.
What you will learn
- Part 1 - Data Preprocessing
- Part 2 - Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR,Decision Tree Regression, Random Forest Regression
- Part 3 - Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification
- Part 4 - Clustering: K-Means, Hierarchical Clustering, Association Rule Learning: Apriori, Eclat
- Part 5 - Association Rule Learning: Apriori, Eclat
Topics for this course
Introduction
13:50
13:50
13:50
13:50
Frontend web Development
13:50
13:50
13:50
13:50
Introduction to HTML
13:50
13:50
13:50
13:50
About the instructor
Leroy Jenkins
General managerI've spent the last few years teaching people to program at 2 different immersive bootcamps where I've helped hundreds of people become web developers and change their lives. My graduates work at companies like Google, Salesforce, and Square. I've helped hundreds of people become web developers
4.7 Instructor Rating
20 Courses
47568721 Students
$99.99
Course level:
Beginner
Duration:
44 hours on-demand video
articles:
64 article
downloadable resources:
37 downloadable resources
Certificate:
Certificate of completion
PathShala, Inc. is a global destination for teaching and learning online. It was founded in May 2022. As of November 2022, the platform has more than 57 million students, 213,000 courses, and 74,000 instructors teaching courses in over 75 languages.