Altri libri che potrebbero interessarti

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  Low-Code AI - A Practical...

  Michael Abel, Gwendolyn Stripling

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  Take a data-first and use-case-driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-world datasets with realistic problems. 
   
   
   
  Business and data analysts get a project-based introduction to ML/AI using a detailed, data-driven approach: loading and analyzing data; feeding data into an ML model; building, training, and testing; and deploying the model into production. Authors Michael Abel and Gwendolyn Stripling show you how to build machine learning models for retail, healthcare, financial services, energy, and telecommunications. 
   
   
   
  You'll learn how to distinguish between structured and unstructured data and the challenges they present; visualize and analyze data; preprocess data for input into a machine learning model; differentiate between the regression and classification supervised learning models; compare different ML model types and architectures, from no code to low code to custom training; design, implement, and tune ML models; and export data to a GitHub repository for data management and governance.

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  Advanced Data Analytics with AWS...

  Joseph Conley

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  Master the Fundamentals of Data Analytics at Scale
  Book Description
  Embark on a transformative journey into the realm of data analytics with AWS with this practical and incisive handbook.
  Begin your exploration with an insightful introduction to the fundamentals of data analytics, setting the stage for your AWS adventure. The book then covers collecting data efficiently and effectively on AWS, laying the groundwork for insightful analysis. It will dive deep into processing data, uncovering invaluable techniques to harness the full potential of your datasets.
  The book will equip you with advanced data analysis skills, unlocking the ability to discern complex patterns and insights. It covers additional use cases for data analysis on AWS, from predictive modeling to sentiment analysis, expanding your analytical horizons.
  The final section of the book will utilize the power of data virtualization and interaction, revolutionizing the way you engage with and derive value from your data. Gain valuable insights into emerging trends and technologies shaping the future of data analytics, and conclude your journey with actionable next steps, empowering you to continue your data analytics odyssey with confidence.
  Table of Contents
  1. Introduction to Data Analytics and AWS
  2. Getting Started with AWS
  3. Collecting Data with AWS
  4. Processing Data on AWS
  5. Descriptive Analytics on AWS
  6. Advanced Data Analysis on AWS
  7. Additional Use Cases for Data Analysis
  8. Data Visualization and Interaction on AWS
  9. The Future of Data Analytics
  10. Conclusion and Next Steps     
  Index

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  End of Abundance in Tech - How...

  Ben DeBow

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  Sustainable Tech Solutions for Enterprise Scalability 
   
  The modern economy runs on technology; it is the backbone of all major businesses. From firing packets of information between customers and websites to tracking customer demographics and purchase history–every bit of information that occurs online is captured through data. As businesses scale and transactions grow, the volume of data (and the number of servers required to store it) creates an increasingly complex environment that makes managing and monitoring the overall health of your organization’s technology stack a dizzying task for even the most well-informed IT professional. 
   
  Fortunately for today’s CDOs, CTOs, CIOs, and even CFOs, the founder and CEO of Fortified, a leading database managed service provider, Ben DeBow has written End of Abundance in Tech: How IT Leaders Can Find Efficiencies to Drive Business Value. 
   
  DeBow’s patent-pending approach allows IT executives to: 
  Develop a technology environment that’s more efficientIncrease server resource productivityProvide better financial transparency into the technology costsOptimize system scalability, performance, and stabilityPotentially save millions that were previously tied up in inefficient technology practices 
   
  To determine the health, efficiency, and capacity of their systems, leaders need solutions they can act on. Yet, many technology leaders lack real insights into the health of their technology environment at the organizational level. In a refreshing shakeup of the status quo, DeBow’s book equips IT executives with actionable solutions for managing and monitoring technology health so they can maximize the efficiency of the enterprise’s entire tech stack and deliver measurable value to the bottom line.

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  Sleep Sounds 1 Fall Asleep...

  Walkercrest

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  Welcome to a night of Deep Refreshing Sleep. 
  The Audiobook gives you a bundle of two 12 hour programs. 
  The programs begin after a short narration of guided imagery to prepare you for sleep. 
  Program One: 12 hours of the sounds of Calming Rain, Distant Thunder and the Gentle Tones of Classical Music. 
  Program Two: 10 hours of just the sounds of Calming Rain and Distant Thunder without the classical music. 
  The classical musical tones are serene arrangements of the most-loved, composers: Bach, Beethoven, Chopin, Debussy, Mozart, Pachelbel, Rachmaninoff, Tchaikovsky and more. 
  The producer of the audiobook is an award-winning sound designer and composer. When he and his wife struggled with sleep apnea, he searched for an audio program that would help. "I mostly found cheap sound effects with repetitive, looping tones. Granted, my background makes me a little picky, but I found these programs more annoying than relaxing." 
  So he set out to record the best sounds he could find. The ocean waves, rain, thunder, streams and waterfalls are all original recordings. 
  Next, he experimented with tones. This program is the first to include mellow arrangements of beautiful classical music. "I have produced over twenty experimental programs now and have had sleep doctors, patients, as well as my own friends and family members try them on. This current series of "Sleep Sounds" has been very well received and has been proven to be the most effective by the largest number of people."

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  Future Presence - How Virtual...

  Peter Rubin

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  A Wired senior editor and virtual reality expert presents a captivating, candid glimpse into the future ""realities"" of this emerging technology: how we will use it to form previously impossible relationships, explore new frontiers of intimacy, and how it will forever change human connection. 
  Heralded as the most significant technological innovation since the smartphone, virtual reality is poised to transform our very notions of life and humanity. Though this tech is still in its infancy, to those on the inside, it is the future. VR will change how we work, how we experience entertainment, how we feel pleasure and other emotions, how we see ourselves, and most importantly, how we relate to each other in the real world. And we will never be the same. 
  Peter Rubin, senior culture editor for Wired and the industry’s go-to authority on the subject, calls it an ""intimacy engine."" While once we needed another person to feel the sensations of closeness, trust, vulnerability, confidence, and titillation, VR will give us the ability to induce these sensations by ourselves for the first time in human history. This metamorphosis, Rubin argues, is going to have a powerful impact on relationships that will ripple throughout our society and our individual lives. 
  A journey into this uncertain future and a glimpse at the cultural implications and promises of a new reality, Future Presence explores a host of complex questions about what makes us human, what connects us, and what is real. Offering a glimpse into the mind-blowing things happening in universities, labs, and tech companies around the world, Rubin leads readers on an entertaining tour of the weirdest, wildest corners of this fascinating new universe. Describing this book as ""half travelogue and half crystal ball"", Rubin will:Introduce readers to the creators and consumers of VR technologyShow readers what an experience is like inside the current VR devicesExplain how this technology will upend everything we know about human connection in the future 
  At once the incredible, inevitable story of virtual reality’s rise and a look towards the future of our fantasies, Future Presence is a deeply personal examination of what connects us, and an analysis of what relationships, empathy, and sex could look like—sooner than we think.

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  Inside the Invisible Cage - How...

  Hatim Rahman

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  In a world increasingly run by algorithms and artificial intelligence, Hatim Rahman traces how organizations are using algorithms to control workers in an "invisible cage." 
   
   
    
  Inside the Invisible Cage uses unique longitudinal data to investigate how digital labor platforms use algorithms to dictate the actions of high-skilled workers by determining accepted behaviors, work opportunities, and even success. As Hatim Rahman explains, employers can use algorithms to shift rules and guidelines without notice, explanation, or recourse for workers. The invisible cage signals a profound shift in the way markets and organizations categorize and ultimately control people. 
   
   
    
  Unlike previous forms of labor control, the invisible cage is ubiquitous, yet it is also opaque and shifting, which makes breaking free from it difficult for workers. This book traces how the invisible cage was developed over time and the implications it has for the spread of new technology, such as generative artificial intelligence. Inside the Invisible Cage also provides organizations, workers, and policymakers with insights on how to ensure the future of work has truly equitable, mutually beneficial outcomes.

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