Claim your free copy valued at $39.99 for freeBefore the offer expires on May 8, 2024.
Data science principles bridge mathematics, programming, and business analytics, enabling you to confidently present and address complex data questions and build effective machine learning pipelines.
This book will equip you with the tools to turn abstract concepts and raw statistics into actionable insights. Beginning with cleaning and preparation, you’ll explore effective data mining strategies and techniques before moving on to build a holistic picture of how each piece of the data science puzzle fits together.
Throughout the book, you’ll discover statistical models that help you control and navigate even the densest or most sparse data sets and learn how to create powerful visualizations that communicate the stories hidden in your data.
With a focus on application, this edition covers advanced transfer learning and pre-trained models for NLP and vision tasks. You will get to know advanced techniques for reducing algorithmic bias in data as well as models and handling models and data.
Finally, you’ll explore intermediate-level data management, including data sourcing, privacy, and handling deletion requests. By the end of this data science book, you’ll learn the fundamentals of math and computational statistics, all while navigating the complexities of modern ML and large pre-trained models like GPT and BERT.
Free offer expires May 8, 2024.
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