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Packt Publishing: The Statistics And Calculus With Python Workshop A

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9781800209763
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Description

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Unlock the power of Python in your data science journey with 'The Statistics And Calculus With Python Workshop.' This book is perfect for Python programmers eager to apply advanced mathematical concepts to real-world challenges. Through engaging exercises, you'll explore key libraries and learn to perform calculations on complex datasets. With over 740 pages of valuable content, this resource covers everything from fundamental statistics to intricate calculus problems. Equip yourself with the skills to develop intelligent solutions and enhance your analytical capabilities.

Dive into the world of data science with 'The Statistics And Calculus With Python Workshop.' This comprehensive guide is tailored for Python programmers looking to enhance their understanding of key mathematical concepts. You'll begin with an overview of the essential Python libraries you will leverage for statistical analysis. Progressing through the book, you'll solve algebraic functions, tackle complicated calculus problems, and understand the nuances of differential equations. With practical exercises throughout, complex concepts become manageable and applicable. Not only will you familiarize yourself with foundational mathematics, but you'll also learn how to leverage Python to generate insights from real-world data. From performing calculations on tabular datasets to optimizing solutions using calculus, the knowledge gained from this book will empower you to confront challenging business problems confidently. Written by experts Peter Farrell and Alvaro Fuentes, this book merges theoretical principles with practical applications, making it ideal for both novices and seasoned programmers aiming to refine their skills.

Usage ideas 1. Use the book to prepare for data science interviews by solidifying your understanding of essential statistics and calculus. 2. Implement the strategies and algorithms learned to develop your own artificial intelligence applications. 3. Engage with practical exercises to apply your Python skills in solving real-world business challenges. 4. Utilize the book as a reference guide while working on academic projects or professional analyses involving data manipulation and interpretation.

Frequently asked questions
What programming knowledge do I need to start this book?: To effectively grasp the concepts covered in this book, you should have a solid foundation in Python programming.
Is this book suitable for beginners?: While some prior knowledge of advanced mathematics is recommended, the book is designed to take you through concepts step-by-step.
Can I use this book for self-study?: Absolutely! The book is full of exercises that allow you to learn at your own pace while applying what you've learned.
Are there any prerequisites for the mathematical concepts discussed?: Understanding of advanced mathematical topics like Markov chains and Euler's formula will be beneficial.

- Brand: Packt Publishing
- Universal Product Code: 9781800209763
- Item Condition: New
- Model: English
- Format: Physical
- Language: English
- Book Title: The Statistics And Calculus With Python Workshop A Comprehe
- Author: Farrell, Peter
- Book Publisher: Packt Publishing
- Book Cover: Softcover
- Publication Year: 2020
- Number of Pages: 740
- Narration Type: Novel

Vendor listing title: Book : The Statistics And Calculus With Python Workshop A..
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Additional Information

Origin:
Argentina
Vendor:
Shop on Mercado Libre Argentina
Brand:
Packt Publishing
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