The Pandas Workshop: A comprehensive guide to using Python for data analysis with real-world case studies

Author:   Blaine Bateman ,  Saikat Basak ,  Thomas V. Joseph ,  William So
Publisher:   Packt Publishing Limited
ISBN:  

9781800208933


Pages:   744
Publication Date:   27 May 2022
Format:   Paperback
Availability:   Available To Order   Availability explained
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The Pandas Workshop: A comprehensive guide to using Python for data analysis with real-world case studies


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Author:   Blaine Bateman ,  Saikat Basak ,  Thomas V. Joseph ,  William So
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781800208933


ISBN 10:   1800208936
Pages:   744
Publication Date:   27 May 2022
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents An Introduction to pandas Working with Data Structures Data I/O pandas Data Types Data Selection – DataFrames Data Selection – Series Data Exploration and Transformation Data Visualization Data Modeling – Preprocessing Data Modeling – Modeling Basics Data Modeling – Regression Modeling Using Time in pandas Exploring Time Series Applying pandas Data Processing for Case Studies

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"Blaine Bateman has more than 35 years of experience working with various industries from government R&D to startups to $1B public companies. His experience focuses on analytics including machine learning and forecasting. His hands-on abilities include Python and R coding, Keras/Tensorflow, and AWS & Azure machine learning services. As a machine learning consultant, he has developed and deployed actual ML models in industry. Saikat Basak is a data scientist and a passionate programmer. Having worked with multiple industry leaders, he has a good understanding of problem areas that can potentially be solved using data. Apart from being a data guy, he is also a science geek and loves to explore new ideas in the frontiers of science and technology. Thomas V. Joseph is a data science practitioner, researcher, trainer, mentor, and writer with more than 19 years of experience. He has extensive experience in solving business problems using machine learning toolsets across multiple industry segments. William So is a Data Scientist with both a strong academic background and extensive professional experience. He is currently the Head of Data Science at Douugh and also a Lecturer for Master of Data Science and Innovation at the University of Technology Sydney. During his career, he successfully covered the end-end spectrum of data analytics from ML to Business Intelligence helping stakeholders derive valuable insights and achieve amazing results that benefits the business. William is a co-author of the ""The Applied Artificial Intelligence Workshop"" published by Packt."

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