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PostgreSQL Query Optimization: The Ultimate Guide to Building Efficient Queries

MongoDB Performance Tuning: Optimizing MongoDB Databases and their Applications

CRAN Recipes: DPLYR, Stringr, Lubridate, and RegEx in R

Beginning Machine Learning in the Browser: Quick-start Guide to Gait Analysis with JavaScript and TensorFlow.js

Visualizing Data in R 4: Graphics Using the base, graphics, stats, and ggplot2 Packages

Deep Reinforcement Learning with Python: With PyTorch, TensorFlow and OpenAI Gym

Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch

Learn Python Visually

AI Adoption in the Enterprise 2021

Trino: The Definitive Guide

Matrix-Multiply Assist Best Practices Guide

IBM FlashSystem 9200 Product Guide

IBM FlashSystem 7200 Product Guide

Python Natural Language Processing Cookbook

Artificial Intelligence for IoT Cookbook

Data Preprocessing with Python for Absolute Beginners

Python Machine Learning for Beginners

Data Visualization with Python for Beginners

Python Machine Learning Workbook for Beginners

Statistics Crash Course for Beginners

Data Science Crash Course for Beginners

Professional Azure SQL Managed Database Administration - Third Edition

Cleaning Data for Effective Data Science

Effortless App Development with Oracle Visual Builder

Tableau Prep Cookbook

Deep Learning from the Basics

Interpretable Machine Learning with Python

Reinforcement Learning

Phil Winder

Data Governance: The Definitive Guide

Evren Eryurek, Uri Gilad, Valliappa Lakshmanan,

Applied Natural Language Processing in the Enterprise

Ankur A. Patel, Ajay Uppili Arasanipalai

PostgreSQL Query Optimization: The Ultimate Guide to Building Efficient Queries

Author
Release Date 2021/04
Write optimized queries. This book helps you write queries that perform fast and deliver results on time. You will learn that query optimization is not a dark art practiced by a small, secretive cabal of sorcerers. Any motivated professional can learn to write efficient queries from the get-go and c....
MongoDB Performance Tuning: Optimizing MongoDB Databases and their Applications

Author
Release Date 2021/04
Use this fast and complete guide to optimize the performance of MongoDB databases and the applications that depend on them. You will be able to turbo-charge the performance of your MongoDB applications to provide a better experience for your users, reduce your running costs, and avoid application gr....
CRAN Recipes: DPLYR, Stringr, Lubridate, and RegEx in R

Author
Release Date 2021/04
Want to use the power of R sooner rather than later? Don’t have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimu....
Beginning Machine Learning in the Browser: Quick-start Guide to Gait Analysis with JavaScript and TensorFlow.js

Author
Release Date 2021/04
Apply Artificial Intelligence techniques in the browser or on resource constrained computing devices. Machine learning (ML) can be an intimidating subject until you know the essentials and for what applications it works. This book takes advantage of the intricacies of the ML processes by using a sim....
Visualizing Data in R 4: Graphics Using the base, graphics, stats, and ggplot2 Packages

Author
Release Date 2021/04
Master the syntax for working with R’s plotting functions in graphics and stats in this easy reference to formatting plots. The approach in Visualizing Data in R 4 toward the application of formatting in ggplot() will follow the structure of the formatting used by the plotting functions in grap....
Deep Reinforcement Learning with Python: With PyTorch, TensorFlow and OpenAI Gym

Author
Release Date 2021/04
Deep reinforcement learning is a fast-growing discipline that is making a significant impact in fields of autonomous vehicles, robotics, healthcare, finance, and many more. This book covers deep reinforcement learning using deep-q learning and policy gradient models with coding exercise.You'll begi....
Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch

Author
Release Date 2021/04
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-....
Learn Python Visually

Author
Release Date 2021/04
This beginners book introduces non-programmers to the fundamentals of computer coding within a visual, arts-focused context. Tristan Bunn’s remarkably effective teaching approach is designed to help you visualize core programming concepts while you make cool pictures, animations, and simulations usi....
AI Adoption in the Enterprise 2021

Author
Release Date 2021/04
There's no question: more people are using AI than ever before, and companies across industries are striving to get AI projects up and running. But how many have actually put revenue-bearing products into production? And how does your own organization measure up? In this new report, Mike Loukides, ....
Trino: The Definitive Guide

Author
Release Date 2021/04
Perform fast interactive analytics against different data sources using the Trino high-performance distributed SQL query engine. With this practical guide, you'll learn how to conduct analytics on data where it lives, whether it's Hive, Cassandra, a relational database, or a proprietary data store....
Matrix-Multiply Assist Best Practices Guide

Author
Release Date 2021/04
This publication is for software developers who want to understand the Matrix-Mulitply Assist (MMA) function, particularly those writing libraries for high performance computing and machine learning applications.
IBM FlashSystem 9200 Product Guide

Author
Release Date 2021/04
This IBM® Redbooks® Product Guide publication describes the IBM FlashSystem® 9200 solution, which is a comprehensive, all-flash, and NVMe-enabled enterprise storage solution that delivers the full capabilities of IBM FlashCore® technology. In addition, it provides a rich set of software-defined stor....
IBM FlashSystem 7200 Product Guide

Author
Release Date 2021/04
This IBM® Redbooks® Product Guide publication describes the IBM FlashSystem® 7200 solution, which is a comprehensive, all-flash, and NVMe-enabled enterprise storage solution that delivers the full capabilities of IBM FlashCore® technology. In addition, it provides a rich set of software-defined stor....
Python Natural Language Processing Cookbook

Author
Release Date 2021/03
Get to grips with solving real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualizationKey FeaturesAnalyze varying complexities of text using popular Python packages such as NLTK, spaCy, sklearn, and gensimImplement common and not-so-common ....
Artificial Intelligence for IoT Cookbook

Author
Release Date 2021/03
Implement machine learning and deep learning techniques to perform predictive analytics on real-time IoT dataKey FeaturesDiscover quick solutions to common problems that you'll face while building smart IoT applicationsImplement advanced techniques such as computer vision, NLP, and embedded machine....
Data Preprocessing with Python for Absolute Beginners

Author
Release Date 2021/03
This book is dedicated to data preparation and explains how to perform different data preparation techniques on various datasets using different data preparation libraries written in the Python programming language.Key FeaturesA crash course in Python to fill any gaps in prerequisite knowledge and a....
Python Machine Learning for Beginners

Author
Release Date 2021/03
This course lays the foundations for both a theoretical and practical understanding of machine learning and artificial intelligence, utilizing Python as a beginner-friendly introduction and invitation to further studyKey FeaturesA crash course in Python programmingInteractive, guided practice throug....
Data Visualization with Python for Beginners

Author
Release Date 2021/03
This book works as a guide to present fundamental Python libraries and basics related to data visualization using PythonKey FeaturesDetailed introductions to several data visualization libraries such as Matplotlib and SeabornGuided instructions to more advanced data visualization skills such as 3D p....
Python Machine Learning Workbook for Beginners

Author
Release Date 2021/03
A practical guide to machine learning with Python through the presentation and guided completion of ten real-world projectsKey FeaturesStep-by-step roadmap to data science and machine learningA Python crash course in machine learning10 machine learning and data science projects for practical studyBo....
Statistics Crash Course for Beginners

Author
Release Date 2021/03
A beginner-friendly crash course to statistics utilizing Python with an eye to preparing students for further study in machine learningKey FeaturesA quick introduction to Python for statisticsHands-on projects for guided practiceInstant access to PDFs, Python codes, exercises, and references on the ....
Data Science Crash Course for Beginners

Author
Release Date 2021/03
This course lays the groundwork for further study into data science with Python for those students with little to no experienceKey FeaturesCrash course in Python programming to build or refresh any gaps in prerequisite knowledgeReal-world projects for hands-on practice in various data science tasksA....
Professional Azure SQL Managed Database Administration - Third Edition

Author
Release Date 2021/03
Master data management by effectively utilizing the features of Azure SQL database.Key FeaturesLearn to automate common management tasks with PowerShell.Understand different methods to generate elastic pools and shards to scale Azure SQL databases.Learn to develop a scalable cloud solution through o....
Cleaning Data for Effective Data Science

Author
Release Date 2021/03
Think about your data intelligently and ask the right questionsKey FeaturesMaster data cleaning techniques necessary to perform real-world data science and machine learning tasksSpot common problems with dirty data and develop flexible solutions from first principlesTest and refine your newly acquir....
Effortless App Development with Oracle Visual Builder

Author
Release Date 2021/03
Build web and mobile apps quickly with Oracle Visual Builder and delve into real-time end-to-end use cases, exploring best practices, recommendations, security, and debugging techniquesKey FeaturesExecute various real-time use cases and develop web and mobile applications quicklyEnhance your skills ....
Tableau Prep Cookbook

Author
Release Date 2021/03
Explore common and not-so-common data transformation scenarios and solutions to become well-versed with Tableau Prep and create efficient and powerful data pipelinesKey FeaturesCombine, clean, and shape data for analysis using self-service data preparation techniquesBecome proficient with Tableau Pr....
Deep Learning from the Basics

Author
Release Date 2021/03
Discover ways to implement various deep learning algorithms by leveraging Python and other technologiesKey FeaturesLearn deep learning models through several activitiesBegin with simple machine learning problems, and finish by building a complex system of your ownTeach your machines to see by master....
Interpretable Machine Learning with Python

Author
Release Date 2021/03
Understand the key aspects and challenges of machine learning interpretability, learn how to overcome them with interpretation methods, and leverage them to build fairer, safer, and more reliable modelsKey FeaturesLearn how to extract easy-to-understand insights from any machine learning modelBecome....
Reinforcement Learning

Author Phil Winder
Release Date 2021/03
Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) al....
Data Governance: The Definitive Guide

Author Evren Eryurek , Uri Gilad , Valliappa Lakshmanan
Release Date 2021/03
As your company moves data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure you meet compliance. Data governance incorporates the ways that people, processes, and technology work tog....
Applied Natural Language Processing in the Enterprise

Author Ankur A. Patel , Ajay Uppili Arasanipalai
Release Date 2021/03
NLP is one of the hottest topics in AI today. Having lagged for years behind other deep learning fields such as computer vision, NLP only recently gained mainstream popularity. Google, Facebook, and OpenAI have open-sourced large pretrained language models, but many organ....

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