Machine Learning Using Python

1 year ago 57

Machine learning is an exertion of artificial quality (AI)

that provides systems the quality to automatically larn and amended from acquisition
without being explicitly programmed. In this exertion we instrumentality Machine Learning utilizing python programming language.

From this exertion you volition larn however Machine Learning, Artificial Intelligence(AI) and Deep Learning really works successful 2020
In this exertion we supply the basal cognition of Python Programming Language. Python is an interpreted, object-oriented,
high-level programming connection with dynamic semantics. Python's simple, casual to larn syntax emphasizes readability and therefore
reduces the outgo of programme maintenance. Python supports modules and packages, which encourages programme modularity and codification reuse.

Machine Learning Using Python Tutorials 2020 has 4 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 volition larn -
1) Some Introduction of Python Programming Language.
2) Why we utilizing Python Programming Language.
3) Basics Of Loops successful 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 volition larn -
1) Introduction Of Artificial Intelligence.
2) Application Of Artificial Intelligence.
3) Introduction of Machine Learning.
4) Supervised and Unsupervised Learning successful Machine Learning.
5) Introduction Of Scikit Learn Module successful Machine Learning.
6) Introduction of Numpy successful Machine Learning.
7) Introduction of Pandas successful Machine Learning.
8) Introduction of Matplotlib successful 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 volition larn -
1) Simple Linear Regression Coding utilizing Python.
2) Multiple Linear Regression Coding utilizing Python.
3) S.V.M Classification Coding utilizing 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 volition larn -

1) Table of contents
2) Vector,Matrices and Arrays utilizing Machine learning
3) Data Wrangling utilizing Machine learning
4) Handling Numerical Data utilizing Machine learning
5) Handling Categorical Data utilizing Machine learning
6) Handling Text utilizing Machine learning
7) Handling Dates and times utilizing Machine learning
8) Handling images utilizing Machine learning
9) Dimensionality Reduction Using Feature Extraction utilizing Machine learning
10) Dimensionality Reduction Using Feature Selection utilizing Machine learning
11) Model Evaluation utilizing Machine learning
12) Model Selection utilizing Machine learning
13) linear-Regression utilizing Machine learning
14) Trees and Forests utilizing Machine learning
15) K-Nearest Neighbors utilizing Machine learning
16) Logistic Regression utilizing Machine learning
17) Support Vector Machine utilizing Machine learning
18) Naive Bayes utilizing Machine learning
19) Clustering utilizing Machine learning
20) Neural Networks utilizing Machine learning
21) redeeming and loading trained Models utilizing Machine learning