Python Data Science Essentials - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Python Data Science Essentials write by Alberto Boschetti. This book was released on 2016-10-28. Python Data Science Essentials available in PDF, EPUB and Kindle. Become an efficient data science practitioner by understanding Python's key concepts About This Book Quickly get familiar with data science using Python 3.5 Save time (and effort) with all the essential tools explained Create effective data science projects and avoid common pitfalls with the help of examples and hints dictated by experience Who This Book Is For If you are an aspiring data scientist and you have at least a working knowledge of data analysis and Python, this book will get you started in data science. Data analysts with experience of R or MATLAB will also find the book to be a comprehensive reference to enhance their data manipulation and machine learning skills. What You Will Learn Set up your data science toolbox using a Python scientific environment on Windows, Mac, and Linux Get data ready for your data science project Manipulate, fix, and explore data in order to solve data science problems Set up an experimental pipeline to test your data science hypotheses Choose the most effective and scalable learning algorithm for your data science tasks Optimize your machine learning models to get the best performance Explore and cluster graphs, taking advantage of interconnections and links in your data In Detail Fully expanded and upgraded, the second edition of Python Data Science Essentials takes you through all you need to know to suceed in data science using Python. Get modern insight into the core of Python data, including the latest versions of Jupyter notebooks, NumPy, pandas and scikit-learn. Look beyond the fundamentals with beautiful data visualizations with Seaborn and ggplot, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow. Dive into building your essential Python 3.5 data science toolbox, using a single-source approach that will allow to to work with Python 2.7 as well. Get to grips fast with data munging and preprocessing, and all the techniques you need to load, analyse, and process your data. Finally, get a complete overview of principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users. Style and approach The book is structured as a data science project. You will always benefit from clear code and simplified examples to help you understand the underlying mechanics and real-world datasets.
Python Essentials
Python Essentials - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Python Essentials write by Steven F. Lott. This book was released on 2015-06-30. Python Essentials available in PDF, EPUB and Kindle. Python Essentials provides a vital tour of the most critical features of Python. Starting with setup and installation, you will soon dive into exploring built-in-library types, Python's rich collection of operators and built-in functions, variables, assignment and scoping rules. From this foundation, you will explore functions, a crucial aspect of any programming language, including considerable sophistication in defining parameters to a function and providing argument values. Explore advanced functional programming using generator expressions, comprehensions, and generator functions. Handle file input and output using web services and context managers, exception handling and explore wider, popular frameworks. Through this concise and practical guide, you will explore all you need to know to leverage this powerful, and industry-standard, programming language.
Python Essentials For Dummies
Python Essentials For Dummies - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Python Essentials For Dummies write by John C. Shovic. This book was released on 2024-04-30. Python Essentials For Dummies available in PDF, EPUB and Kindle. The no-nonsense way to get started coding in the Python programming language Python Essentials For Dummies is a quick reference to all the core concepts in Python, the multifaceted general-purpose language used for everything from building websites to creating apps. This book gets right to the point, with no excess review, wordy explanations, or fluff, making it perfect as a desk reference on the job or as a brush-up as you expand your skills in related areas. Focusing on just the essential topics you need to know to brush up or level up your Python skill, this is the reliable little book you can always turn to for answers. Get a quick and thorough intro to the basic concepts of coding in Python Review what you've already learned or pick up essential new skills Create websites, software, machine learning, and automation for school or work Keep this concise reference book handy for jogging your memory as you code This portable Dummies Essentials book focuses on the key topics you need to know about the popular Python language. Great for supplementing a course, reviewing for a certification, or staying knowledgeable on the job.
Python Essential Reference
Python Essential Reference - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Python Essential Reference write by David M Beazley. This book was released on 2009-06-29. Python Essential Reference available in PDF, EPUB and Kindle. Python Essential Reference is the definitive reference guide to the Python programming language — the one authoritative handbook that reliably untangles and explains both the core Python language and the most essential parts of the Python library. Designed for the professional programmer, the book is concise, to the point, and highly accessible. It also includes detailed information on the Python library and many advanced subjects that is not available in either the official Python documentation or any other single reference source. Thoroughly updated to reflect the significant new programming language features and library modules that have been introduced in Python 2.6 and Python 3, the fourth edition of Python Essential Reference is the definitive guide for programmers who need to modernize existing Python code or who are planning an eventual migration to Python 3. Programmers starting a new Python project will find detailed coverage of contemporary Python programming idioms. This fourth edition of Python Essential Reference features numerous improvements, additions, and updates: Coverage of new language features, libraries, and modules Practical coverage of Python's more advanced features including generators, coroutines, closures, metaclasses, and decorators Expanded coverage of library modules related to concurrent programming including threads, subprocesses, and the new multiprocessing module Up-to-the-minute coverage of how to use Python 2.6’s forward compatibility mode to evaluate code for Python 3 compatibility Improved organization for even faster answers and better usability Updates to reflect modern Python programming style and idioms Updated and improved example code Deep coverage of low-level system and networking library modules — including options not covered in the standard documentation
PYTHON ESSENTIALS
PYTHON ESSENTIALS - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook PYTHON ESSENTIALS write by Mr. Ajay Gupta. This book was released on . PYTHON ESSENTIALS available in PDF, EPUB and Kindle. The book titled "Python Essentials' covers complete syllabus of Concept of Python Programming prescribed by Technical University of Uttar Pradesh and other Universities also. This book builds on the concepts of Python programming language introduced in Several Class. The book is replete with a rich pedagogy comprising true-or-false, multiple-choice apart from programming problems of varying difficulty levels to help students ace their exams with ease. Amply supported by illustrative diagrams, keywords and topic highlights, this book is an ideal text that helps students build a firm foundation in the subject The book titled "Python Essentials' covers complete syllabus of Concept of Python Programming prescribed by Technical University of Uttar Pradesh and other Universities also. This book builds on the concepts of Python programming language introduced in Class XI. The book is replete with a rich pedagogy comprising true-or-false, multiple-choice apart from programming problems of varying difficulty levels to help students ace their exams with ease. Amply supported by illustrative diagrams, keywords and topic highlights, this book is an ideal text that helps students build a firm foundation in the subject.
