Theobald Machine Learning with Python

Unlocking AI Potential with Python and Machine Learning
1. Auflage 2024
ISBN: 978-1-83546-207-2
Verlag: De Gruyter
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 146 Seiten

No detailed description available for "Machine Learning with Python".

Autoren/Hrsg.

Theobald, Oliver

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen

Inhaltsverzeichnis

Table of Contents - 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

Über Autor(innen)

Theobald Oliver:

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.