Found insideAs you make your way through the book's extensive tutorials, you'll learn how to start a project and tackle topics like versioning, layouts, coding style, and automated checks. Found insideThis practical guide shows ambitious non-programmers how to automate and scale the processing and analysis of data in different formats—by using Python. Found insideWithout enough background on the topic, you'll never be sure that any answer you'll come up with will be correct. The Hacker's Guide to Scaling Python will help you solve that by providing guidelines, tips and best practice. Found insideWith this Learning Path, you will gain complete knowledge to solve problems by building high performing applications loaded with asynchronous, multithreaded code and proven design patterns. You are required to have a basic knowledge of Python development to get the most of this book. Found inside – Page 359... CSV 87,101 D inner join 146 J dask array 26, 166, 191, 241, 269 join 144, ... lasso regression 298 lazy computations 64, 80, 248 list comprehension 57, ... Found inside – Page iThis book explains how the confluence of these pivotal technologies gives you enormous power, and cheaply, when it comes to huge datasets. Found inside – Page iThis book constitutes the refereed proceedings of the 6th Latin American High Performance Computing Conference, CARLA 2019, held in Turrialba, Costa Rica, in September 2019. Found inside – Page 1Pandas for Everyone brings together practical knowledge and insight for solving real problems with Pandas, even if you’re new to Python data analysis. Key Features This is the first book on pandas 1.x Practical, easy to implement recipes for quick solutions to common problems in data using pandas Master the fundamentals of pandas to quickly begin exploring any dataset Book Description The ... Intended to anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, hobbyists. As such, this book is relevant to veterans looking refresh their methods and to computer science students navigating Algorithms 101. This book maintains a high standard of reproducibility. Found inside – Page iAfter reading this book, readers will be familiar with many computing techniques including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain ... Parallel Processing in Spoken Word Recognition (William D. Marslen-Wilson). A Reader's View of Listening (Dianne C. Bradley and Kenneth I. Forster). Prosodic Structure and Spoken Word Recognition (Francois Grosjean and James Paul Gee). This book combines several perspectives on the steps the Finnish educational system has taken to provide students with the skills and competences needed for living in today’s society and in the future. New from Newbery Honor author Kirby Larson, the moving story of a Japanese-American girl who is separated from her dog upon being sent to an incarceration camp during WWII. Found inside – Page 458101 list comprehension . . . . . . . . 134 list #. ... 398 dask / \ y T-S2 . . . . . . . . . . 397 datasets.load digits() × 7 y S ... From a Newbery Honoree comes a moving, World War II-era story of a young boy who, with a dad fighting in Europe and a sister working at the Higgins Boat factory, longs to have a dog of his own. 5 5/16 x 7 5/8. This tutorial introduces the reader informally to the basic concepts and features of the python language and system. This book will teach Python to complete beginners through a set of 3 practical projects. Found inside – Page iThis book covers the most popular Python 3 frameworks for both local and distributed (in premise and cloud based) processing. Satellite Earth observation (EO) data have already exceeded the petabyte scale and are increasingly freely and openly available from different data providers. Found insideUsing clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover the importance of statistical methods to machine learning, summary stats, hypothesis testing, nonparametric stats, resampling methods, ... Presents case studies and instructions on how to solve data analysis problems using Python. Found inside – Page iEDWARD L. SCHIEFFELIN: From The Sorrow of the Lonely and the Burning of the Dancers Found inside"This Dover edition, first published in 2011, is an unabridged republication of Capital, as published by The Modern Library, New York, in 1906." This book constitutes the proceedings of the 25th International Conference on Parallel and Distributed Computing, Euro-Par 2019, held in Göttingen, Germany, in August 2019. Found insideThe aim of the present work is to contribute to the knowledge of Balochi historical grammar. Found insideThis stimulating collection of articles from leading international researchers provides a state-of-the-art overview of core issues in second language speech perception and production. Drawing upon years of practical experience and using numerous examples and illustrative code samples, author Chet Hosmer discusses how to: Develop new forensic solutions independent of large vendor software release schedules Participate in ... Maths Quest HSC Mathematics General 2 provides new opportunities to engage future generations of students in the exciting and challenging world of Mathematics through a wide range of targeted print and digital resources developed ... Machine learning and analytics have been widely utilized across the healthcare sector of late. This book will bridge the gap between practicing doctors and you as a data scientist. Found inside – Page 584... 487 composition, 193 comprehensions dictionaries, 128 generator, 115, 158 lists, ... Dask, 370 data munging, 469 data processing (business data), ... Found inside – Page 688... set comprehension 431 list comprehensions 428-430 concurrency 627 case study 673-677 concurrent processing 628, 629 conda 41, 483 constructor 50 dask ... With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial ... Found insideStyle and approach This highly practical book will show you how to implement Artificial Intelligence. The book provides multiple examples enabling you to create smart applications to meet the needs of your organization. Found inside – Page 1Easy to understand and fun to read, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. This book will help in learning python data structures and essential concepts such as Functions, Lambdas, List comprehensions, Datetime objects, etc. required for data engineering. On the occasion of Basili’s 65th birthday, we present this book c- taining reprints of 20 papers that defined much of his work. The "forgotten" second volume of Capital, Marx's world-shaking analysis of economics, politics, and history, contains the vital discussion of commodity, the cornerstone to Marx's theories. Program synthesis is the task of automatically finding a program in the underlying programming language that satisfies the user intent expressed in the form of some specification. Found insideLeading computer scientists Ian Foster and Dennis Gannon argue that it can, and in this book offer a guide to cloud computing for students, scientists, and engineers, with advice and many hands-on examples. Found insideIt will concatenate, or combine, a list of Dask Arrays into a single Dask Array. ... we have to materialize it into a list by using a list comprehension. Found inside – Page iiThis book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. A truly remarkable account of this most terrible era in modern history, The Diary of Lena Mukhina is the vivid first-hand testimony of a courageous young woman struggling simply to survive. Found inside – Page 49Showing the "hard Spots", Common Misspellings, Average Spelling Grade-placements, and Comprehension Grade-ratings of Each Word Arthur Irving Gates ... 4 desireous desirious dask dest desparate desprat dispise desperate ( 82 ) 6 . 4 7 . You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. Learn how to use Python to create efficient applications About This Book Identify the bottlenecks in your applications and solve them using the best profiling techniques Write efficient numerical code in NumPy, Cython, and Pandas Adapt your ...