AI & ML Using Python & Excel

Course Content

Expand All

Course Overview Sample Lesson

Module 1 – Introduction To Machine Learning 3 Topics

Expand

Lesson Content

0% Complete 0/3 Steps

What is Machine learning

Need of Machine learning

Advantages of Machine Learning

Module 2 – Applications of Machine Learning 2 Topics

Expand

Lesson Content

0% Complete 0/2 Steps

Industries using Machine Learning widely

Cost-effective solutions driving rapid work progress and efficiency

Module 3 – Types of Machine Learning algorithms 1 Topic

Expand

Lesson Content

0% Complete 0/1 Steps

Popular Machine Learning Algorithms

Module 4 – Python for Machine 2 Topics

Expand

Lesson Content

0% Complete 0/2 Steps

Libraries in Python

Python functions for Machine Learning Algorithms

Module 5 – Loading a dataset in Python 1 Topic

Expand

Lesson Content

0% Complete 0/1 Steps

Loading dataset from various sources in Python

Module 6 – Splitting of dataset in Python 3 Topics

Expand

Lesson Content

0% Complete 0/3 Steps

Preparing train dataset

Preparing test dataset

Dataset Splitting: Train & Test Explained

Module 7 – Data preparation for Machine Learning algorithms 4 Topics

Expand

Lesson Content

0% Complete 0/4 Steps

Missing Value treatment

Treatment of missing value by using Binning

Null value treatment

Outlier treatment

Module 8 – Linear Regression For Machine Learning algorithm 4 Topics

Expand

Lesson Content

0% Complete 0/4 Steps

Linear Regression

Advantages of Linear Regression

Implementation of Linear Regression Using Python Code

Multiple linear Regression & Its Implementation Using Python Code

Module 9- Performers of Model 4 Topics

Expand

Lesson Content

0% Complete 0/4 Steps

Confusion Matrix & Its 4 Quadrants

What is Accuracy?

What is Precision?

What is Recall?

Module 10 – KNN Machine Learning Algorithm 3 Topics

Expand

Lesson Content

0% Complete 0/3 Steps

Introduction KNN Machine Learning Algorithm

Advantages of KNN

Implementation of KNN Machine Learning Algorithm Using Python Code

Module 11 – Naive Bayes Machine Learning Algorithm 3 Topics

Expand

Lesson Content

0% Complete 0/3 Steps

Introduction: Naive Bayes Machine Learning Algorithm

Advantages of Naive Bayes Machine Learning Algorithm

Implementation of Naive Bayes Machine Learning Algorithm Using Python

Module 12 – Decision Tree Machine Learning Algorithm 3 Topics

Expand

Lesson Content

0% Complete 0/3 Steps

Introduction: Decision Tree Machine Learning Algorithm

Advantages of Decision Tree Machine Learning Algorithm

Implementation of Decision Tree Machine Learning Algorithm Using Python

Module 13 – Machine Learning Algorithms 1 Topic | 3 Assessments

Expand

Lesson Content

0% Complete 0/1 Steps

Implementation of All Machine Learning Algorithms

Practice Test-1

Practice Test-2

Practice Test-3

Module 14 – MS Excel For Data Analytics Part-1 2 Topics

Expand

Lesson Content

0% Complete 0/2 Steps

Making Pivot in Excel

Applying Formulas Like VLOOKUP, Count if & Sum if etc.. in Excel

Module 15 – MS Excel For Data Analytics Part-2 2 Topics | 2 Assessments

Expand

Lesson Content

0% Complete 0/2 Steps

Concatenating & Match functions in MS -Excel

Expand

Lesson Content

0% Complete 0/3 Steps

Project -1

Project -2 and 3

Project -4

+22 enrolled

Not Enrolled

Buy Now

Course Includes

17 Lessons
41 Topics
5 Assessments
Course Certificate

Ratings and Reviews

0.0

Avg. Rating

0 Ratings

What's your experience? We'd love to know!

No Reviews Found!

Show more reviews

What's your experience? We'd love to know!

Course Content

Course Includes

Ratings and Reviews

The Ultimate Microsoft Office Pack

You are just one step away from mastering Copywriting
₹6999 – Get 80% off today!

You are just one step away from mastering Artificial Intelligence & Machine Learning
₹6999 – Get 80% off today!