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Python Machine Learning: Step-by-Step Guide for Beginners to Unlock the Power of Machine Learning and Artificial Neural Networks using Python Programming free ebook download

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Python

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Catalogue

Author(s):	Freeman Booker

Date:	2021	Format:	epub	Language:	English	ISBN/ASIN:	1713083566
Pages:	107	OCR:		Quality:		ISBN13:
Uploader:	eternal	Upload Date:	10/25/2021 5:58:08 PM

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Take your basic understanding of Python to the next level!
Machine learning has been a truly game-changing force in the tech world. These days deep learning is driving that even further!
Need to understand this challenging new world quickly?
Complete and up to date for 2020, Python Machine Learning contains a comprehensive explanation of the key points you need to know including data scrubbing, regression analysis, decision trees, and artificial neural networks as well as a deep dive into building a model that works. By reading this book, you will be better prepared to meet tomorrows challenges using cutting edge technology.Here is a preview of what you will learn in this guide:
Pandas Python Library
Data Scrubbing
NumPy:
Dropping Unnecessary Columns in a Data Frame
Changing the Index of a Data Frame
Tidying up Data Fields
How to Combine str methods with NumPy when Cleaning Column
Cleaning the Whole Data set by making use of the applymap Function
Renaming Columns and Skipping Rows
Setting Up Data
Iris flowers data set
Importing the Requisite Libraries and data
Summarizing the Data Set
Defining Data Set Dimensions
List Data Type
Examining our Data
Creating a Statistical Summary
Examining the Class Distribution of the Given Data Set
Regression Analysis
Linear Regression
Linear Discriminant Analysis
Nonlinear Algorithms
Support Vector Machine (Clustering Methods)
Gaussian Nave Bayes
K  Nearest Neighbors (Clustering and Bias/ Weighting Methods)
Artificial Neural Networks
What's the difference between Neural Networks and Conventional Computers?
Sample Neural Network Code
Building a Model
Creating a Validation Data Set
Creating a Test Harness
Pseudo  random Number Generators
Making Predictions
And so much more!
Even if you have only a very basic understanding of Python with no machine learning experience, have no fear! With this guide in your hands that will not be a barrier for you any longer. Understand Machine Learning in Python quickly and easily when you grab this guide now!

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3045712	Book	https://tezfiles.com/file/22ab7fe9317d1/...		0.00	eternal

Tags: Artificial Beginners Guide Learning Machine Networks Neural Power Programming Python

Title	Link	Password	Size	Reason

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Python Machine Learning: Step-by-Step Guide for Beginners to Unlock the Power of Machine Learning and Artificial Neural Networks using Python Programming free ebook download

Category: Python

Description: Click to see full description

Category:
Python