arrow_back
Introduction to Data Science & Machine Learning
What Is Data Science
Types Of Data Science
Applications of DS & ML
Applications of Data Science and Machine Learning
Use Cases of Data Science and Machine Learning
Ecommerce Company
Google Self Driving Car
Machine Learning & Types of it
Basics of Machine Learning
Types of Machine Learning Techniques
Python Basics for Data Science
How to install Python using Anaconda
Introduction to Python Libraries
Python Important Data Structures and Functions
What is Set in Python
Range Function
List in Python
Append method in List
How to join two list
What is Dictionary in Python
How to Sort list
Enumerate function
What is List Comprehension
What is Map & Lambda Function
How to write something in a text file
What are Classes and Objects in Python
End to End Machine Learning Project -step by step
Introduction to the Project
Downloading the data set
Introduction to the dataset
How to import libraries
How to read the dataset
Basic Data Exploration -1
Basic Data Exploration -2
Basic Data Exploration -3
Basic Data Exploration -4
Data Cleaning
Independent Variables/Features & Target Variable
Defining Machine Learning Model
Performing CrossValidation
Final Step-Predictions for Test data set
Other Optional Videos
Difference between linear and logistic Regression