Found insideIt involves much more than just throwing data onto a computer to build a model. This book provides practical coverage to help you understand the most important concepts of predictive analytics. Found insideIn this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ... "This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"-- Intended to anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, hobbyists. This book will help you leverage the power of data analysis and apply it to location and geospatial data to gain interesting insights. Found inside – Page 1Once you’ve mastered these techniques, you’ll constantly turn to this guide for the working PyMC code you need to jumpstart future projects. Found inside – Page 16... to run the cell or to transform a code cell into a markdown cell. To ease these tasks, we have a lot of keyboard shortcuts that you can use in Jupyter. Found insideThis book walks you through the key elements of OpenCV and its powerful machine learning classes, while demonstrating how to get to grips with a range of models. Found insideYou can also leave out computing, for example, to write a fiction. This book itself is an example of publishing with bookdown and R Markdown, and its source is fully available on GitHub. Found insideTowards the end, you will use Jupyter with a big data set and will apply all the functionalities learned throughout the book. Style and approach This comprehensive practical guide will teach you how to work with the Jupyter Notebook system. Found insideThrough this book, you'll learn Jupyter Notebooks, the technology used in academic and commercial circles with in-line code running support. Found insideMaster the art of writing beautiful and powerful Python by using all of the features that Python 3.5 offers About This Book Become familiar with the most important and advanced parts of the Python code style Learn the trickier aspects of ... Found insideWhat you will learn Get up and running with the Jupyter ecosystem and some example datasets Learn about key machine learning concepts like SVM, KNN classifiers, and Random Forests Plan a machine learning classification strategy and train ... Found inside – Page 41Alternatively, a keyboard shortcut can be used. ... the Jupyter interface provides us with a series of keyboard shortcuts, including the following: Ctrl + ... Found inside – Page 7With the newly created blank Notebook, click the top cell and type ... As we'll see later, however, it's handier to use the keyboard shortcut Shift + Enter ... This book will be your solution-based guide as it will take you through different programming aspects with Julia. Found insideSeries in Computational Physics Steven A. Gottlieb and Rubin H. Landau, Series Editors Introduction to Python for Science and Engineering This guide offers a quick and incisive introduction to Python programming for anyone. Found inside – Page iIn this book you will learn by doing, avoiding technical jargon, which makes the concepts easy to learn. Found inside – Page 199IPython Notebook. Notice the top half describing the problem and some background information, followed by input and output cells that implement the theory ... This anthology of essays from the inventor of literate programming includes Knuth's early papers on related topics such as structured programming, as well as the Computer Journal article that launched literate programming itself. Are you ready to join them? This book helps you use and understand basic SAS software, including SAS® Enterprise Guide®, SAS® Add-In for Microsoft® Office, and SAS® Web Report Studio. Found inside – Page 5-50There are four ways to add a new cell: Press the keyboard shortcut Alt+Enter. In the Command Palette, click Jupyter: Add Empty Cell to Notebook File. This book breaks down any barriers to programming machine learning applications through the use of Jupyter Notebook instead of a text editor or a regular IDE. Presents case studies and instructions on how to solve data analysis problems using Python. Due to its ease of use and flexibility, Python is constantly growing in popularity—and now you can wear your programming hat with pride and join the ranks of the pros with the help of this guide. Found insideToday ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. What you will learn Use Python to read and transform data into different formats Generate basic statistics and metrics using data on disk Work with computing tasks distributed over a cluster Convert data from various sources into storage or ... Found insideGet started with Python for data analysis and numerical computing in the Jupyter notebook About This Book Learn the basics of Python in the Jupyter Notebook Analyze and visualize data with pandas, NumPy, matplotlib, and seaborn Perform ... Found inside – Page 95When Notebook reaches the bottom, it selects the last cell but doesn't insert a ... command provides you with a chart listing the various shortcut commands. 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. The Hitchhiker's Guide to Python takes the journeyman Pythonista to true expertise. Found insideIdeal for programmers, data scientists, and AI engineers, this book includes an overview of the machine learning process and walks you through classification with structured data. Found inside – Page 27A Summary of Keyboard Shortcuts in the Jupyter Notebook Command Mode Keyboard Shortcut Description b Create a new cell below the currently selected cell. a ... The book uses free software and code that can be run on any platform. Found inside – Page 343We mentioned earlier that one reason for the popularity of Markdown is its ... the Terminal and terminate the Jupyter server by using the Ctrl+ C shortcut. "With Python Tricks: The Book you'll discover Python's best practices and the power of beautiful & Pythonic code with simple examples and a step-by-step narrative."--Back cover. If you are an undergraduate or graduate student, a beginner to algorithmic development and research, or a software developer in the financial industry who is interested in using Python for quantitative methods in finance, this is the book ... Found inside – Page 31When you interact with cells in a Jupyter notebook, you are either in the edit ... The most important keyboard shortcuts that you can use while being in ... Found inside – Page 35Cell Type: Changes the type of cell selected to Code, Markdown, or NBConvert. ... Shortcuts: Presents a list of built-in keyboard shortcuts Notebook Help: ... Found insideScientific Python is taught from scratch in this book via copious, downloadable, useful and adaptable code snippets. It has C-like execution speed with excellent applications in multi-core, GPU, and cloud computing. Julia Programming Projects explains all this with the support of Julia v1.0. Found inside – Page iThis book draws upon author Moshe Zadka's years of Dev Ops experience and focuses on the parts of Python, and the Python ecosystem, that are relevant for DevOps engineers. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. Found inside – Page 318A Jupyter notebook describing convex hulls. Figure 6.10 Connectors on the AR boundary manifest ... A shortcut to the Jupyter notebook app should be. Found inside – Page 6To execute a cell, click on the Run option or use the Ctrl+ Enter shortcut. Exercise 2: Getting Started with the Jupyter Notebook Let's execute the ... Found insideIf you’re a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice ... Found insideWell, look no further, this is the book you want! Through this comprehensive guide, you will explore data and present results and conclusions from statistical analysis in a meaningful way. Found inside – Page 188Another useful shortcut is , which saves your notebook. ... Learning a few keyboard shortcuts can make using Jupyter notebooks a lot easier and more ... Found inside – Page 48Here, ipynb stands for IPython Notebook. ... Jupyter Notebook features the Save and Checkpoint option (keyboard shortcut: Ctrl+ S). 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