Predictive Analytics: Predict with Python: A practical guide for for understanding what will happen using Python
Reactive Publishing Predictive Analytics: Predict with Python In the competitive business landscape, the ability to an
186 73 1MB
English Pages 388 Year 2023
Table of contents :
Title Page
Contents
Chapter 1: Introduction to Predictive Analytics
Chapter 2: Python Fundamentals for Analytics
Chapter 3: Data Preparation and Cleaning
Chapter 4: Exploratory Data Analysis (EDA)
Chapter 5: Essential Statistics and Probability
Chapter 6: Machine Learning Basics
Chapter 7: Advanced Machine Learning Models
Chapter 8: Model Building in Python
Chapter 9: Evaluating Model Performance
Chapter 10: Case Studies in Predictive Analytics
Chapter 11: Advanced Topics in Predictive Analytics
Chapter 12: The Future of Predictive Analytics
Additional Resources
Title Page
Contents
Chapter 1: Introduction to Predictive Analytics
Chapter 2: Python Fundamentals for Analytics
Chapter 3: Data Preparation and Cleaning
Chapter 4: Exploratory Data Analysis (EDA)
Chapter 5: Essential Statistics and Probability
Chapter 6: Machine Learning Basics
Chapter 7: Advanced Machine Learning Models
Chapter 8: Model Building in Python
Chapter 9: Evaluating Model Performance
Chapter 10: Case Studies in Predictive Analytics
Chapter 11: Advanced Topics in Predictive Analytics
Chapter 12: The Future of Predictive Analytics
Additional Resources
- Author / Uploaded
- Van Der Post
- Hayden
- Similar Topics
- Computers
- Software: Systems: scientific computing
