Machine Learning Certification Course
This Machine Learning online course offers an in-depth overview of Machine Learning topics including working with real-time data, developing algorithms using supervised & unsupervised learning, regression, classification, and time series modeling. Learn how to use Python in this Machine Learning certification training to draw predictions from data.
This self-paced E learning course is done in partnership with SimpliLearn. It consists of a few videos that will take approximately 7 hours in total to finish the course. Upon successful completion of the Machine Learning online course, you will receive a completion certificate from SimpliLearn and Aventis that will be able to enhance your portfolio.
The Machine Learning certification online course is well-suited for participants at the intermediate level including, analytics managers, business analysts, information architects, developers looking to become data scientists, and graduates seeking a career in Data Science and Machine Learning.
This Machine Learning course requires an understanding of basic statistics and mathematics at the college level. Familiarity with Python programming is also beneficial. You should understand these fundamental courses including Python for Data Science, Math Refresher, and Statistics Essential for Data Science, before getting into the Machine Learning online course.
Lesson 01 Course Introduction
Lesson 02 Introduction to AI and Machine Learning
Lesson 03 Data Preprocessing
Lesson 04 Supervised Learning
Lesson 05 Feature Engineering
Lesson 06 Supervised Learning Classification
Lesson 07 Unsupervised Learning
Lesson 08 Time Series Modeling
Lesson 09 Ensemble Learning
Lesson 10 Recommender Systems
Lesson 11 Text Mining
Lesson 12 Project Highlight
Practice Projects: California Housing Price Prediction, Phishing Detector with LR
- Math Refresher Preview
- Statistics Essential for Data Science