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  Ultimate Big Data Analytics with...

  Simhadri Govindappa

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  Master the Hadoop Ecosystem and Build Scalable Analytics Systems
  Book Description
  In a rapidly evolving Big Data job market projected to grow by 28% through 2026 and with salaries reaching up to $150, 00 annually—mastering big data analytics with the Hadoop ecosystem is most sought after for career advancement. The Ultimate Big Data Analytics with Apache Hadoop is an indispensable companion offering in-depth knowledge and practical skills needed to excel in today's data-driven landscape. 
  The book begins laying a strong foundation with an overview of data lakes, data warehouses, and related concepts. It then delves into core Hadoop components such as HDFS, YARN, MapReduce, and Apache Tez, offering a blend of theory and practical exercises. 
  You will gain hands-on experience with query engines like Apache Hive and Apache Spark, as well as file and table formats such as ORC, Parquet, Avro, Iceberg, Hudi, and Delta. Detailed instructions on installing and configuring clusters with Docker are included, along with big data visualization and statistical analysis using Python. 
  Given the growing importance of scalable data pipelines, this book equips data engineers, analysts, and big data professionals with practical skills to set up, manage, and optimize data pipelines, and to apply machine learning techniques effectively. 
  Table of Contents
  
  1. Introduction to Hadoop and ASF
  2. Overview of Big Data Analytics
  3. Hadoop and YARN MapReduce and Tez
  4. Distributed Query Engines: Apache Hive
  5. Distributed Query Engines: Apache Spark
  6. File Formats and Table Formats (Apache Ice-berg, Hudi, and Delta)
  7. Python and the Hadoop Ecosystem for Big Data Analytics - BI
  8. Data Science and Machine Learning with Hadoop Ecosystem
  9. Introduction to Cloud Computing and Other Apache Projects  
  Index

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  The Essential Book of Time -...

  Sten Odenwald

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  Time is one of the great mysteries of the universe. In this fascinating volume, NASA astronomer and educator Sten Odenwald brings to life the philosophical and scientific conundrums about time in simple and accessible language. 
   
  Covering subjects such as relativity, the arrow of time, entropy, Einstein's idea of the block universe, and the A and B theories of time, The Essential Book of Time provides the perfect starting point for anyone interested in the subject. 
   
  ABOUT THE SERIES: Arcturus Concepts is a series of titles diving into some of the most compelling subjects in modern science. Written by a variety of experts, these editions provide a perfect starting point to a range of fascinating topics.

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  After Apollo: The History of...

  Charles River Editors

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  Today the Space Race is widely viewed poignantly and fondly as a race to the Moon that culminated with Apollo 11 “winning” the Race for the United States. In fact, it encompassed a much broader range of competition between the Soviet Union and the United States that affected everything from military technology to successfully launching satellites that could land on Mars or orbit other planets in the Solar System. Moreover, the notion that America “won” the Space Race at the end of the 1960s overlooks just how competitive the Space Race actually was in launching people into orbit, as well as the major contributions the Space Race influenced in leading to today’s International Space Station and continued space exploration.  
  Space exploration was always an expensive business, and throughout NASA’s history, the agency has had to justify to Congress its need for every dollar it intended to spend. This problem has helped NASA to be more careful and more creative with the money they did receive, and scientists had to justify the equipment they wanted to include on each space probe. They had to justify the size and the power demand, too. If they wanted too much, the entire mission might be scrubbed, and all their work would have been for naught. This made planning and designs leaner and more efficient, as scientists and engineers were more careful with their recommendations. 
  Although Apollo 11’s successful mission to the Moon is seen as the culmination of the Space Race, and the Apollo program remains NASA’s most famous, one of the space agency’s most successful endeavors came a few years later. In fact, the Pioneer program was the most diversified sequence of any of NASA’s programs, and though they’re now remembered for being among the first probes in history to reach the Outer Solar System, the elaborate planning changed goals several times over several years before resulting in historic successes. 

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  The Apothecary of Belonging -...

  Alexis J. Cunningfolk

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  An invitation to reconnect to the land, our bodies, and our communities through the seasons, helping us find our way back home to our own embodied rhythms.

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  Anatomy of the Soul - Surprising...

  Curt Thompson M.D.

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  Scientific and spiritual keys to embarking on a truly abundant life.Do you want to improve your relationships and experience lasting personal change? Join psychiatrist Curt Thompson, M.D., on an amazing journey to discover the surprising pathways for transformation hidden inside your own mind.Integrating new findings in neuroscience and attachment with Christian spirituality, Dr. Thompson reveals how it is possible to rewire your mind, altering your brain patterns through a process known as neuroplasticity and literally making you more like the person God intended you to be. Explaining discoveries about neurology and the brain in layman’s terms, he shows how you can be mentally transformed through:Spiritual practices and disciplinesInteraction with ScriptureCommunity and connections with other peopleHe also provides practical exercises to help you experience healing in areas where you’ve been struggling.Insightful and challenging, Anatomy of the Soul illustrates how learning about one of God’s most miraculous creations―your brain―can enrich your life, your relationships, your faith, and your impact on the world around you.

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  The AI Revolution - Impact on...

  Torsten J. Koerting

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  Welcome to the world of project management in the age of AI. The revolution is here, and it's time to embrace it. As project managers, we are living in a world of constant change and disruption, and AI technology is transforming the way we work. We need to adapt, evolve, and embrace the opportunities that AI technology presents.    The potential of AI technology in project management is immense. It can help us to automate repetitive tasks, streamline processes, and deliver insights that were previously inaccessible. By leveraging AI technology, project managers can unlock new growth opportunities, increase profitability, and stay ahead of the competition.    However, the rise of AI technology also presents challenges for project managers. As project managers, we need to learn how to manage complex AI projects, collaborate with AI teams, and interpret AI-generated insights. We need to develop new skills, embrace new technologies, and adopt a growth mindset to succeed in the age of AI.    The challenge of managing AI projects requires project managers to learn new skills and approaches. For example, project managers need to understand how to manage projects with AI-driven analytics, such as machine learning algorithms, and how to integrate these insights into their project plans. Additionally, project managers need to be able to manage the complexity of AI projects, which often involve large amounts of data and multiple stakeholders.    To overcome these challenges, project managers need to adopt a growth mindset and embrace new technologies. This means being willing to learn new skills, experiment with new tools, and collaborate with AI teams. Project managers also need to be able to interpret AI-generated insights and incorporate them into their project plans effectively.    In this book, we explore the challenges facing project managers in the AI revolution and the specific needs project managers have to succeed in the age of AI. We provide strategies, tools, and resources for project managers to leverage AI technology to create value-based propositions and intellectual property.    We also share case studies and examples of successful AI projects, as well as stories of project managers overcoming challenges in the AI revolution. These examples illustrate the impact of AI technology on project management and provide lessons learned to help project managers understand how to apply these strategies and insights to their own projects.    Our goal is to help project managers unlock the full potential of AI technology and take their projects and organizations to the next level. We encourage the reader to reflect on their own skills and recognize the growth potential that AI technology presents. We want to inspire and motivate project managers to embrace the challenges and opportunities of the AI revolution.    So, are you ready to step into the unknown and embrace the growth potential of your company through AI-driven project management? Let's begin this journey together and unlock the power of AI technology.

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