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Get the Summary of Joe Reis & Matt Housley's Fundamentals of Data Engineering in 20 minutes. Please note: This is a summary & not the original book. In Fundamentals of Data Engineering (2022), data experts Joe Reis and Matt Housley provide a comprehensive overview of the field, from foundational concepts to advanced practices. They outline the data engineering lifecycle, with a detailed guide for planning and building systems that meet any organization...
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Every person and every organization in the world manages data, whether they realize it or not. Data is used to describe the world around us and can be used for almost any purpose, from analyzing consumer habits to fighting disease and serious organized crime. Ultimately, we manage data in order to derive value from it, and many organizations around the world have traditionally invested in technology to help process their data faster and more efficiently....
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Pentaho PDI is a modern, powerful, and easy-to-use ETL system that lets you develop ETL processes with simplicity. Explore and gain the experience and skills that you need to run processes from the command line or schedule them by using an extensive description and a good set of samples. Instant Pentaho Data Integration Kitchen How-to will help you to understand the correct way to deal with PDI command line tools. We start with a recipe about how...
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Not sure how to prepare for the data-driven future?
This book shows you EXACTLY what you need to know to successfully use the SQL programming language to enhance your career!
Everything you need to know is included in these pages! The ubiquity of big data means that now more than ever there is a burning need to warehouse, access, and understand the contents of massive databases quickly and efficiently.
That's where SQL comes in. SQL is the workhorse...
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"Co-Winner of the 2012 Mary Shelley Award for Outstanding Fictional Work, Media Ecology Association" Shumeet Baluja is a senior staff research scientist at Google and the inventor of over 100 patents in algorithms, data mining, privacy, and artificial intelligence.
A suspenseful story about the dangers of unknowingly revealing our most intimate thoughts and actions online
What happens when a naive intern is granted unfettered access to people's...
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MongoDB has grown to become the de facto NoSQL database with millions of users, from small start-ups to Fortune 500 companies. It can solve problems that are considered difficult, if not impossible, for aging RDBMS technologies. Written for version 4 of MongoDB, this book is the easiest way to get started with MongoDB. You will start by getting a MongoDB installation up and running in a safe and secure manner. You will learn how to perform mission-critical...
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David J. Hand is emeritus professor of mathematics and senior research investigator at Imperial College London, a former president of the Royal Statistical Society, and a fellow of the British Academy. His many previous books include The Improbability Principle, Measurement: A Very Short Introduction, Statistics: A Very Short Introduction, and Principles of Data Mining.
A practical guide to making good decisions in a world of missing data
In the...
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AI and the Lottery: Defying Odds with Intelligent Prediction In the thrilling pages of "AI and the Lottery: Defying Odds with Intelligent Prediction," readers are invited to join an unprecedented journey into the fusion of artificial intelligence and lottery strategy. This book isn't just a read; it's a revolution, unveiling a world where algorithms hold the key to unlocking lottery secrets. Revolutionary Approach to Winning Big Imagine a world where...
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Collect and scrape different complexities of data from the modern Web using the latest tools, best practices, and techniques
Key Features
Learn various scraping techniques using a range of Python libraries such as Scrapy and Beautiful Soup
Build scrapers and crawlers to extract relevant information from the web
Automate web scraping operations to bridge the accuracy gap and ease complex business needs
Book Description
Web scraping is an essential...
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Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.
The pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands as one would do during an actual analysis. This book guides you, as if you were looking...
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This book is purposefully crafted for readers who are enthusiastic about data, data visualization, and analytics. It serves as an introductory guide, designed to raise awareness and provide a fundamental understanding of a wide spectrum of topics in this field.The content is structured to offer quick and practical learning experiences tailored to stakeholders engaged in the creation of data products, such as dashboards or data models. Whether you...
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Data is more than a mere commodity in our digital world. It is the ebb and flow of our modern existence. Individuals, teams, and enterprises working with data can unlock a new realm of possibilities. And the resultant agility, growth, and inevitable success have one origin-data literacy. This comprehensive guide is written by two data literacy pioneers, each with a thorough footprint within the data and analytics commercial world and lectures at top...
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Get efficient in performing data mining and machine learning using IBM SPSS Modeler
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Book Description
Machine learning (ML) combined with data mining can give you amazing results in your data mining work by empowering you with several ways to look at data. This book will help you improve your data mining techniques by using smart modeling techniques.
This book will teach you how to implement ML algorithms and techniques in your data mining...
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Analytics made easy with Base and Advance SAS KEY FEATURES ● Understand the concepts of analytics.● Learn SAS tools and its components used for data analytics.● Learn concepts and functions for data manipulation.● Explore data exploration concepts and functions.● Learn the power of SQL with SAS for data analytics.● Learn how to visualize data with SAS and discover insights from it.● Includes the examples with codes and output for understanding...
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Dive into the world of OpenAI and Azure OpenAI in 36 hrs with this comprehensive guide. From understanding the fundamentals of AI and machine learning to exploring the power of GPT models and advanced NLP techniques, this book equips you with the knowledge to leverage cutting-edge technologies. Learn how to harness tokens, navigate installations, and master prompt engineering. Whether you're a developer, data professional, or AI enthusiast, this book...
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SQL Server 2012 includes BI-specific features such as cube analytics, reporting-related features, multidimensional BI semantic models, and many more. This is a new addition that is of great use to Business Analysts, who can now build BI semantic models using the relational tables from the database engine rather than the dimensions from analysis services. Instant Microsoft SQL Server Analysis Services 2012 Cube Security is a practical, hands-on guide...
17) Dropshipping: The Complete Guide for Beginners to Build a Profitable Ecommerce Business With Secret
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If you are searching for the automated revenue online business model, yet not getting any good ideas, then dropshipping is what you have been looking for!
The way to success is passive income; a wellspring of revenue that is effortlessly coming from your day-to-day business. You need to find a was to make money passively, there are just such a large number of hours in a day. You would prefer not to spend them all working!
That is the excellence...
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Build, scale, and deploy deep neural network models using the star libraries in Python
TensorFlow is the most popular numerical computation library built from the ground up for distributed, cloud, and mobile environments. TensorFlow represents the data as tensors and the computation as graphs.
This book is a comprehensive guide that lets you explore the advanced features of TensorFlow 1.x. Gain insight into TensorFlow Core, Keras, TF Estimators, TFLearn,...
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Want a promotion? A larger raise? Or guidance on how to handle your psycho boss?
Adventures in Analytics is for anyone who wants to achieve a satisfying career in analytics. It presents ideas, anecdotes, and experiences from fifty industry professionals who provide valuable insights for getting ahead.
Whether you're just starting out, a manager or a senior manager, there's something here for everyone.
WHAT'S INSIDE:
• The difference...
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Learn to use the jOOQ library to manage SQL database operations in Java and JVM applications. This book walks you through what JOOQ is, how to install and get started with it, and then gets you working with it.
Practical examples and case studies demonstrate how jOOQ offers a more efficient and versatile alternative to Object-Relational Mapping frameworks like Hibernate and JPA, while providing a natural, native-SQL feeling for the developer. You'll...
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