Boek cover The Statistics and Calculus with Python Workshop van Peter Farrell

The Statistics and Calculus with Python Workshop

A comprehensive introduction to mathematics in Python for artificial intelligence applications

nog geen rating
uitgever Packt Publishing Limited
Taal Engels
Bindwijze Paperback
Aantal paginas 740 pagina's
Auteur(s) Peter Farrell | Alvaro Fuentes | Quan Nguyen | Alexander Sarver | Ajinkya Kolhe | Alexander Joseph Sarver | Ajinkya Sudhir Kolhe
Uitgever Packt Publishing Limited
Gewicht 1356 g
Studieboek Nee
Verpakking breedte 75 mm
Verpakking hoogte 93 mm
Verpakking lengte 93 mm
Dit boek staat in ›› Boeken


With examples and activities that help you achieve real results, applying calculus and statistical methods relevant to advanced data science has never been so easy Key Features Discover how most programmers use the main Python libraries when performing statistics with Python Use descriptive statistics and visualizations to answer business and scientific questions Solve complicated calculus problems, such as arc length and solids of revolution using derivatives and integrals Book DescriptionAre you looking to start developing artificial intelligence applications? Do you need a refresher on key mathematical concepts? Full of engaging practical exercises, The Statistics and Calculus with Python Workshop will show you how to apply your understanding of advanced mathematics in the context of Python. The book begins by giving you a high-level overview of the libraries you'll use while performing statistics with Python. As you progress, you'll perform various mathematical tasks using the Python programming language, such as solving algebraic functions with Python starting with basic functions, and then working through transformations and solving equations. Later chapters in the book will cover statistics and calculus concepts and how to use them to solve problems and gain useful insights. Finally, you'll study differential equations with an emphasis on numerical methods and learn about algorithms that directly calculate values of functions. By the end of this book, you'll have learned how to apply essential statistics and calculus concepts to develop robust Python applications that solve business challenges. What you will learn Get to grips with the fundamental mathematical functions in Python Perform calculations on tabular datasets using pandas Understand the differences between polynomials, rational functions, exponential functions, and trigonometric functions Use algebra techniques for solving systems of equations Solve real-world problems with probability Solve optimization problems with derivatives and integrals Who this book is forIf you are a Python programmer who wants to develop intelligent solutions that solve challenging business problems, then this book is for you. To better grasp the concepts explained in this book, you must have a thorough understanding of advanced mathematical concepts, such as Markov chains, Euler's formula, and Runge-Kutta methods as the book only explains how these techniques and concepts can be implemented in Python.

Gelijkaardige boeken

4.3 op 5 sterren
Boek cover Introduction to Computation and Programming Using Python van John V. Guttag
This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various...
›› meer info
2 op 5 sterren
Boek cover Python For Data Science For Dummies van Luca Massaron
Unleash the power of Python for your data analysis projects with For Dummies! Python is the preferred programming language for data scientists and...
›› meer info
Boek cover Scientific Computing with Python 3 van Claus Fuhrer
An example-rich, comprehensive guide for all of your Python computational needs
An example-rich, comprehensive guide for all of your Python computational needs About This Book * Your ultimate resource for getting up and...
›› meer info
Boek cover Numerical Computing with Python van Pratap Dangeti
Harness the power of Python to analyze and find hidden patterns in the data
Understand, explore, and effectively present data using the powerful data visualization techniques of Python Key Features Use the power of Pandas and...
›› meer info
Boek cover Data Science  with Python van Rohan Chopra
Combine Python with machine learning principles to discover hidden patterns in raw data
Leverage the power of the Python data science libraries and advanced machine learning techniques to analyse large unstructured datasets and predict...
›› meer info
Boek cover The The Python Workshop van Andrew Bird
Learn to code in Python and kickstart your career in software development or data science
Learn the fundamentals of clean, effective Python coding and build the practical skills to tackle your own software development or data science...
›› meer info
Boek cover Introduction to Python Programming for Business and Social Science Applications van Kaefer, Frederick
Introduction to Python Programming for Business and Social Science Applications shows you how to gather and analyze big data sets, and visualize the...
›› meer info
Boek cover Statistical Learning with Math and Python van Joe Suzuki
100 Exercises for Building Logic
The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience....
›› meer info
Boek cover Applying Math with Python van Sam Morley
Practical recipes for solving computational math problems using Python programming and its libraries
Discover easy-to-follow solutions and techniques to help you to implement applied mathematical concepts such as probability, calculus, and equations...
›› meer info
Boek cover Scientific Computing with Python van Claus Fuhrer
High-performance scientific computing with NumPy, SciPy, and pandas
Leverage this example-packed, comprehensive guide for all your Python computational needs Key Features Learn the first steps within Python to...
›› meer info