Mastering Predictive Analytics with Python

Exploit the power of data in your business by building advanced predictive modeling applications with Python

Key Features

• Master open source Python tools to build sophisticated predictive models
• Learn to identify the right machine learning algorithm for your problem with this forward-thinking guide
• Grasp the major methods of predictive modeling and move beyond the basics to a deeper level of understanding

Book Description

What you will learn

• Gain an insight into components and design decisions for an analytical application
• Master the use Python notebooks for exploratory data analysis and rapid prototyping
• Get to grips with applying regression, classification, clustering, and deep learning algorithms
• Discover the advanced methods to analyze structured and unstructured data
• Find out how to deploy a machine learning model in a production environment
• Visualize the performance of models and the insights they produce
• Scale your solutions as your data grows using Python
• Ensure the robustness of your analytic applications by mastering the best practices of predictive analysis

Who this book is for

This book is designed for business analysts, BI analysts, data scientists, or junior level data analysts who are ready to move from a conceptual understanding of advanced analytics to an expert in designing and building advanced analytics solutions using Python. You’re expected to have basic development experience with Python.