A Primer on Scientific Programming with Python PDF Guide

Price: Free Download | ISBN 366249XX63 |MARCH 2015 | 302 Pages| ★★★★★4.7

BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD

The book serves as a first introduction to computer programming of scientific applications, using the high-level Python language. The exposition is example and problem-oriented, where the applications are taken from mathematics, numerical calculus, statistics, physics, biology and finance. The book teaches "Matlab-style" and procedural programming as well as object-oriented programming. High school mathematics is a required background and it is advantageous to study classical and numerical one-variable calculus in parallel with reading this book. Besides learning how to program computers, the reader will also learn how to solve mathematical problems, arising in various branches of science and engineering, with the aid of numerical methods and programming. By blending programming, mathematics and scientific applications, the book lays a solid foundation for practicing computational science.From the reviews: Langtangen ... does an excellent job of introducing programming as a set of skills in problem solving. He guides the reader into thinking properly about producing program logic and data structures for modeling real-world problems using objects and functions and embracing the object-oriented paradigm. ... Summing Up: Highly recommended. F. H. Wild III, Choice, Vol. 47 (8), April 2010Those of us who have learned scientific programming in Python ‘on the streets’ could be a little jealous of students who have the opportunity to take a course out of Langtangen’s Primer.” John D. Cook, The Mathematical Association of America, September 2011This book goes through Python in particular, and programming in general, via tasks that scientists will likely perform. It contains valuable information for students new to scientific computing and would be the perfect bridge between an introduction to programming and an advanced course on numerical methods or computational science.Alex Small, IEEE, CiSE Vol. 14 (2), March /April 2012 “This fourth edition is a wonderful, inclusive textbook that covers pretty much everything one needs to know to go from zero to fairly sophisticated scientific programming in Python...” Joan Horvath, Computing Reviews, March 2015

Related to:

a primer on scientific programming with python pdf

a primer on scientific programming with python 5th edition solutions

computational thinking a primer for programmers and data scientists pdf

python primer pdf

python for programmers pdf

learning scientific programming with python 2nd edition pdf github

python programming for physicists pdf

scientific programming language pdf

Comments

An Introduction to Statistics with Python With Applications in the Life Sciences PDF Guide

Price: Free Download | ISBN: 978-3-319-X8316-6 |20 July 2016 | 295 Pages| ★★★★★4.2 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD An Introduction to Statistics with Python With Applications in the Life Sciences PDF Guide This textbook provides an introduction to the free software Python and its use for statistical data analysis. It covers common statistical tests for continuous, discrete and categorical data, as well as linear regression analysis and topics from survival analysis and Bayesian statistics. Working code and data for Python solutions for each test, together with easy-to-follow Python examples, can be reproduced by the reader and reinforce their immediate understanding of the topic. With recent advances in the Python ecosystem, Python has become a popular language for scientific computing, offering a powerful environment for statistical data analysis and an interesting alternative to R. The book is intended for master and PhD students, mainly from th...

COBIT 2019 Framework Governance and Management Objectives PDF Guide

Price: Free Download | ISBN: 978-1-119-X0731-5 |September 2019 | 302 Pages| ★★★★★4.7 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD COBIT 2019 Framework Governance and Management Objectives PDF Guide Related to: cobit 2019 framework pdf cobit 2019 implementation guide pdf free download cobit 5 framework pdf free download cobit controls list xls cobit 2019 download cobit framework pdf cobit framework by isaca overview of iso 27001 and iso 38500 cobit framework template

Authoring Machine Learning Models from Scratch Online Course & PDF Guides

Price: 4.00 USD | Size: 2.54 GB | Duration : 1.32 Hours |48 Video Lessons | ★★★★★ 4.2 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD Authoring Machine Learning Models from Scratch Online Course & PDF Guides About this video A complete guide to learning the details of machine learning algorithms by implementing them from scratch in Python. You will discover how to load data, evaluate models, and implement a suite of top machine learning algorithms using step-by-step tutorials. Machine learning algorithms do have a lot of math and theory under the covers, but you do not need to know why algorithms work to be able to implement them and apply them to achieve real and valuable results. In this course, you will learn how to load from CSV files and prepare data for modeling; how to select algorithm evaluation metrics and resampling techniques for a test harness; how to develop a baseline expectation of performance for a given problem; how to implement and apply a su...

CCNP and CCIE Enterprise Core & CCNP Enterprise Advanced Routing Portable Command Guide ENCOR (350-401) and ENARSI (300-410)

Price: Free Download | ISBN-13: 978-0-13-X76816-7 |20 July 2020 |416 Pages| ★★★★★4.8 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD CCNP and CCIE Enterprise Core & CCNP Enterprise Advanced Routing Portable Command Guide ENCOR (350-401) and ENARSI (300-410) All ENCOR (350-401) and ENARSI (300-410) Commands in One Compact, Portable Resource Use this fully updated quick reference resource to help memorize commands and concepts as you earn your CCNP or CCIE certification. Filled with valuable, easy-to-access information, its portable enough to use anywhere. This guide summarizes all Cisco IOS software commands, keywords, command arguments, and associated prompts associated with the CCNP and CCIE Enterprise Core (ENCOR 350-401) and CCNP Enterprise Advanced Routing and Services (ENARSI 300-410) certification exams. Tips and examples help you apply commands to real-world scenarios, and configuration samples show their use in network designs. Coverage includes: Layer 2: V...

Data Engineering Foundations Online Course & PDF Guides

Price: 6.00 USD | Size: 6.5 GB | Duration :4.26 Hours | 24 Video seasons | ★★★★★ 4.5 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides Data Engineering Foundations Online Course & PDF Guides Explore a preview version of Data Engineering Foundations : Using Spark, Hive, and Hadoop Scalable Tools right now. Table of contents Introduction Data Engineering Foundations : Using Spark, Hive, and Hadoop Scalable Tools: Introduction Lesson 1: Background Concepts Learning objectives 1.1 Understand big data and data analytics concepts 1.2 Understand Hadoop as a big data platform 1.3 Understand Hadoop MapReduce basics 1.4 Understand Spark language basics Lesson 2: Working with Scalable Systems Learning objectives 2.1 Understand scalable concepts 2.2 Emulate scalable systems 2.3 Use Linux command line analytics tools 2.4 Use the Zeppelin web notebook Lesson 3: Using the Hadoop HDFS File System Learning objectives 3.1 Understand HDFS basics 3.2 ...

(ISC)² CCSP Certified Cloud Security Professional Official Practice Tests PDF Guide

Price: Free Download | ISBN: 978-1-11x-60349-8 | February 2020 |400 Pages| ★★★★★4.9 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD (ISC)² CCSP Certified Cloud Security Professional Official Practice Tests PDF Guide DESCRIPTION The only official CCSP practice test product endorsed by (ISC)² With over 1,000 practice questions, this book gives you the opportunity to test your level of understanding and gauge your readiness for the Certified Cloud Security Professional (CCSP) exam long before the big day. These questions cover 100% of the CCSP exam domains, and include answers with full explanations to help you understand the reasoning and approach for each. Logical organization by domain allows you to practice only the areas you need to bring you up to par, without wasting precious time on topics you’ve already mastered. As the only official practice test product for the CCSP exam endorsed by (ISC)², this essential resource is your best bet f...

SC-900 Microsoft Security Fundamentals Exam Prep Online Course & PDF Guide

Price: 6.00 USD | Size: 1.4 GB | Duration :5+ Hours | 60 + Video seasons | ★★★★★ 4.6 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guide SC-900 Microsoft Security Fundamentals Exam Prep Online Course & PDF Guide Learn the fundamentals of Azure/Microsoft 365 Security, and get certified, with this complete beginner's SC-900 course! What you'll learn Pass the Microsoft SC-900 Azure Fundamentals test Earn the Microsoft Certified Security Fundamentals badge Requirements Excitement to learn Microsoft's constantly growing cloud platform No Azure account or subscription required Description LEARN THE FUNDAMENTALS OF AZURE AND MICROSOFT 365 SECURITY IN ONE DAY! This course is continually improved. Complete preparation for the new SC-900 Microsoft Security, Compliance, and Identity Fundamentals exam. This always-up-to-date course completely covers the SC-900 exam from start to finish. Always updated with the latest requirements. This course goes over...

Data Cleansing Master Class in Python Online Course & PDF guides

Price: 6.00 USD | Size: 5.9 GB | Duration :3.33 Hours | 37 Video seasons | ★★★★★ 4.5 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides Data Cleansing Master Class in Python Online Course & PDF guides About this video Data preparation may be the most important part of a machine learning project. It is the most time-consuming part, although it is the least discussed topic. Data preparation, sometimes referred to as data preprocessing, is the act of transforming raw data into a form that is appropriate for modeling. Machine learning algorithms require input data to be numbered, and most algorithm implementations maintain this expectation. Therefore, if your data contains data types and values that are not numbers, such as labels, you will need to change the data into numbers. Further, specific machine learning algorithms have expectations regarding the data types, scale, probability distribution, and relationships between input variables, a...

Hands-On Keras for Machine Learning Engineers Online Course

Price: 5.00 USD | Size: 6.25 GB | Duration : 2.17 Hours |68+ Video Lessons | ★★★★★ 4.6 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD Hands-On Keras for Machine Learning Engineers Online Course Video description Learn to design and build deep learning models with Keras About This Video Learn how to use more advanced techniques required to develop state-of-the-art deep learning models Learn how to use advanced image augmentation techniques in order to lift model performance Learn how to enhance performance with learning rate schedules In Detail Welcome to hands-on Keras for machine learning engineers. This is a carefully structured course to guide you in your journey to learn deep learning in Python with Keras. Discover the Keras Python library for deep learning and learn the process of developing and evaluating deep learning models using it. There are two top numerical platforms for developing deep learning models; they are Theano, developed by the University of M...

Expert Training Video Course & PDF Guides

Search This Blog