Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Start With Data - A Practical Foundations Course
Introduction to AI and ML
How Top Companies Drive Success with Data Science (8:24)
Introduction to Data Science (12:22)
Introduction to Artificial Intelligence (9:55)
Examples of AI Applications (9:41)
Learn Data Science Without Any Background
Understanding Statistics
Understanding data (12:31)
Measure of Central tendency (12:12)
Measure of Variability and use of metric (14:42)
Data Visualization
Introduction to Data Visualization (6:36)
Important Visualization plots and graphs (16:59)
Fundamentals of Machine Learning
General Discussion on Machine Learning (12:10)
Machine Learning Models (19:16)
Understanding the Machine Learning process (4:41)
Applications of Machine Learning (9:40)
Preprocessing of dataset (22:01)
ML ALGORITHMS
Regression Algorithms Introduction (20:22)
Python example of Simple Linear Regression (16:13)
Understanding Regression Algorithm Evaluation (12:49)
Classification Algorithm (13:39)
Classification Algorithm Evaluation (15:04)
Content
Contents
Regression Algorithms Introduction
Lesson content locked
If you're already enrolled,
you'll need to login
.
Enroll in Course to Unlock