Introducing modular techniques for building sophisticated programs using Python About This Book • The book would help you develop succinct, expressive programs using modular deign • The book would explain best practices and common idioms through carefully explained and structured examples • It will have broad appeal as far as target audience is concerned and there would be take away for all beginners to Python Who This Book Is For This book is intended for beginner to intermediate level Pyth...
Cover all the machine learning techniques relevant for forecasting problems, ranging from univariate and multivariate time series to supervised learning, to state-of-the-art deep forecasting models such as LSTMs, recurrent neural networks, Facebook’s open-source Prophet model, and Amazon’s DeepAR model. Rather than focus on a specific set of models, this book presents an exhaustive overview of all the techniques relevant to practitioners of forecasting. It begins by explaining the different cat...
Explore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can further be adapted and extended. This book is divided into three parts - programming with Python, data analysis and visualization, and statistics. You'll start with an introduction to Python - the syntax, functions, con...
Getting Started with Adafruit Circuit Playground Express
by Anne Barela
Coding with Python (Coding with Python, #1)
by Christopher Wilkinson
Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow
by Geron Aurelien
Extend your skills with Odoo 12 to build resourceful and open source business applicationsKey FeaturesExplore Odoo 12 capabilities to develop business applicationsProgram business logic and manipulate data to implement specific business rules in your applicationsIntegrate Python APIs for building customizable and scalable business logicBook DescriptionOdoo is one of the best platforms for open source ERP and CRM. Its latest version, Odoo 12, brings with it new features and updates in Python pack...
Natural Language Processing with Python
by Steven Bird, Ewan Klein, and Edward Loper
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content...
Learn how to create interactive and visually aesthetic plots using the Bokeh package in Python About This Book • A step by step approach to creating interactive plots with Bokeh • Go from nstallation all the way to deploying your very own Bokeh application • Work with a real time datasets to practice and create your very own plots and applications Who This Book Is For This book is well suited for data scientists and data analysts who want to perform interactive data visualization on their w...
Visual Basic and Algorithmic Thinking for the Complete Beginner
by Loukia V Ainarozidou and Aristides S Bouras
