Hoppa till sidans huvudinnehåll

Statistics and Calculus with Python Workshop

A comprehensive introduction to mathematics in Python for artificial intelligence applications

Häftad, Engelska, 2020

AvPeter Farrell,Alvaro Fuentes,Ajinkya Sudhir Kolhe,Quan Nguyen,Alexander Joseph Sarver,Marios Tsatsos,Peter, Farrell,Alvaro, Fuentes,Ajinkya Sudhir Kolhe

619 kr

Beställningsvara. Skickas inom 5-8 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Are 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.Key FeaturesDiscover how most programmers use the main Python libraries when performing statistics with PythonUse descriptive statistics and visualizations to answer business and scientific questionsSolve complicated calculus problems, such as arc length and solids of revolution using derivatives and integralsWhat you will learnGet to grips with the fundamental mathematical functions in PythonPerform calculations on tabular datasets using pandasUnderstand the differences between polynomials, rational functions, exponential functions, and trigonometric functionsUse algebra techniques for solving systems of equationsSolve real-world problems with probabilitySolve optimization problems with derivatives and integralsWho 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.

Produktinformation

  • Utgivningsdatum2020-08-18
  • Mått191 x 235 x 40 mm
  • Vikt1 356 g
  • FormatHäftad
  • SpråkEngelska
  • Antal sidor740
  • FörlagPackt Publishing Limited
  • ISBN9781800209763

Tillhör följande kategorier

Hoppa över listan

Mer från samma författare

Psychology for Inclusive Education

Peter Hick, Ruth Kershner, Peter Farrell, UK. Manchester University) Hick, Peter (Manchester University, UK) Kershner, Ruth (University of Cambridge, UK) Farrell, Peter (Manchester University. Manchester University

Inbunden

3 259 kr

Psychology for Inclusive Education

Peter Hick, Ruth Kershner, Peter Farrell, UK. Manchester University) Hick, Peter (Manchester University, UK) Kershner, Ruth (University of Cambridge, UK) Farrell, Peter (Manchester University. Manchester University

Häftad

869 kr

Project Finance for Construction

Anthony Higham, Carl Bridge, Peter Farrell, UK) Higham, Anthony (University of Salford, UK) Bridge, Carl (University of Bolton, UK) Farrell, Peter (University of Bolton

Inbunden

3 089 kr

Hoppa över listan

Du kanske också är intresserad av

The Reinforcement Learning Workshop

Alessandro Palmas, Emanuele Ghelfi, Dr. Alexandra Galina Petre, Mayur Kulkarni, Anand N.S., Quan Nguyen, Aritra Sen, Anthony So, Saikat Basak, Alexandra Galina Petre

Häftad

639 kr

Advanced Python Programming

Dr. Gabriele Lanaro, Quan Nguyen, Sakis Kasampalis, Gabriele Lanaro, Dr. Gabriele, Lanaro, Quan, Nguyen

Häftad

619 kr