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Machine Learning with Python

You're reading from Machine Learning with Python

Product type Book

Published in Mar 2024

Publisher Packt

ISBN-13 9781835461969

Pages 146 pages

Edition 1st Edition

Languages

Concepts

Machine Learning

Author (1):

Oliver Theobald

Table of Contents (18) Chapters

FOREWORD

DATASETS USED IN THIS BOOK

INTRODUCTION

DEVELOPMENT ENVIRONMENT

MACHINE LEARNING LIBRARIES

EXPLORATORY DATA ANALYSIS

DATA SCRUBBING

PRE-MODEL ALGORITHMS

SPLIT VALIDATION

MODEL DESIGN

LINEAR REGRESSION

LOGISTIC REGRESSION

SUPPORT VECTOR MACHINES

k-NEAREST NEIGHBORS

TREE-BASED METHODS

NEXT STEPS

APPENDIX 1: INTRODUCTION TO PYTHON

APPENDIX 2: PRINT COLUMNS

APPENDIX 1: INTRODUCTION TO PYTHON

Python was designed by Guido van Rossum at the National Research Institute for Mathematics and Computer Science in the Netherlands during the late 1980s and early 1990s. Derived from the Unix shell command-line interpreter and other programming languages including C and C++, it was designed to empower developers to write programs with fewer lines of code than other languages.²¹ Unlike other programming languages, Python also incorporates many English keywords where other languages use punctuation symbols.

In Python, the input code is read by the Python interpreter to perform an output. Any errors, including poor formatting, misspelled functions, or random characters left someplace in your script are picked up by the Python interpreter and cause a syntax error.

In this chapter we will discuss the basic syntax to help you write fluid and effective code.

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Authors (1)

Oliver Theobald

Oliver Theobald, a technical writer and best-selling author, excels in AI, fintech, and cloud computing. With global experience, he now resides between China and Japan, deepening his expertise in technology. As an instructor, Oliver emphasizes clarity and engagement, stripping away jargon to make complex topics accessible. His courses aim to empower both beginners and professionals with practical skills for success in the tech industry, making learning both effective and enjoyable.

See other products by Oliver Theobald

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