Machine Learning Using Python full Tutorials 2020

Machine learning is an application of artificial intelligence (AI)

that provides systems the ability to automatically learn and improve from experience

without being explicitly programmed. In this application we implement Machine Learning using python programming language.

From this application you will learn how Machine Learning, Artificial Intelligence(AI) and Deep Learning actually works in 2020

In this application we provide the basic knowledge of Python Programming Language. Python is an interpreted, object-oriented,

high-level programming language with dynamic semantics. Python's simple, easy to learn syntax emphasizes readability and therefore

reduces the cost of program maintenance. Python supports modules and packages, which encourages program modularity and code reuse.

Machine Learning Using Python Tutorials 2020 has four section-

i) Basic Python

ii) Machine Learning and Artificial Intelligence

iii) Implementation of Machine Learning Using Python Programming Language

iv) Machine Learning Using Python Cookbook

i) BASIC PYTHON

In this Basic Python Module you will learn -

1) Some Introduction of Python Programming Language.

2) Why we using Python Programming Language.

3) Basics Of Loops in Python. (For,While loops etc.)

4) Object Oriented Programming Using Python

5) Basics Of Function Using Python.

6) File Handling Using Python.

ii) MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE

In this Module you will learn -

1) Introduction Of Artificial Intelligence.

2) Application Of Artificial Intelligence.

3) Introduction of Machine Learning.

4) Supervised and Unsupervised Learning in Machine Learning.

5) Introduction Of Scikit Learn Module in Machine Learning.

6) Introduction of Numpy in Machine Learning.

7) Introduction of Pandas in Machine Learning.

8) Introduction of Matplotlib in Machine Learning.

9) Basic Concept of Regression Analysis.

10) Basic Concept of Clustering.

11) Introduction Of K means Clustering.

12) S.V.M Classification.

iii) IMPLEMENTATION OF MACHINE LEARNING USING PYTHON PROGRAMMING LANGUAGE

In this Module you will learn -

1) Simple Linear Regression Coding using Python.

2) Multiple Linear Regression Coding using Python.

3) S.V.M Classification Coding using Python.

4) K means Clustering Coding Using Python.

5) Decision Tree Classification Coding Using Python.

iv) MACHINE LEARNING USING PYTHON COOKBOOK

In this Module you will learn -

1) Table of contents

2) Vector,Matrices and Arrays using Machine learning

3) Data Wrangling using Machine learning

4) Handling Numerical Data using Machine learning

5) Handling Categorical Data using Machine learning

6) Handling Text using Machine learning

7) Handling Dates and times using Machine learning

8) Handling images using Machine learning

9) Dimensionality Reduction Using Feature Extraction using Machine learning

10) Dimensionality Reduction Using Feature Selection using Machine learning

11) Model Evaluation using Machine learning

12) Model Selection using Machine learning

13) linear-Regression using Machine learning

14) Trees and Forests using Machine learning

15) K-Nearest Neighbors using Machine learning

16) Logistic Regression using Machine learning

17) Support Vector Machine using Machine learning

18) Naive Bayes using Machine learning

19) Clustering using Machine learning

20) Neural Networks using Machine learning

21) saving and loading trained Models using Machine learning