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  Python Machine Learning for...

  Brian Murray

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  "Python Machine Learning Essentials: Build Your First AI Application" is a comprehensive guide for beginners who want to learn machine learning with Python. In this book, you will learn the foundations of machine learning, including different types of algorithms and the importance of data preprocessing. You will also learn how to build your first AI application, from collecting and preprocessing data to building and training a model, and then deploying and testing the application. 
  As you progress through the book, you will explore advanced machine learning techniques such as deep learning and convolutional neural networks for image recognition. You will also learn how to apply machine learning to real-world problems, such as building a spam filter, predicting stock prices, and performing sentiment analysis. 
  Throughout the book, you will learn best practices for machine learning in Python, including tips for efficient data preprocessing, strategies for selecting the right machine learning algorithm, techniques for optimizing model performance, and debugging common errors. 
  By the end of the book, you will have the skills and knowledge needed to build your own machine learning applications with Python. Whether you're new to programming or have experience in other languages, "Python Machine Learning Essentials: Build Your First AI Application" will help you unlock the power of artificial intelligence and take your skills to the next level. 
   

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  The Romance of Rubber

  United States Rubber Company

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  This pamphlet was published in the early 20th century by the United States Rubber Company so that "coming generations of our country ... have some understanding of the importance of rubber in our every day life... We believe the rubber industry will be better off if the future citizens of our country know more about it." Learn about Christopher Columbus's discovery of rubber, how the crafty British entrepreneur, Wickham, managed to smuggle rubber seedlings out of Brazil, and how rubber manufacturing came to be a "peculiarly American industry." The myriad uses of rubber from a century ago are also elaborated in considerable detail - everything from submarines to Keds to dentures. (Summary by Judy Bieber)

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  Field Notes from a Waterborne...

  Anindya Chakravorty, Parimal...

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  In the late 2000s, when the three-decade-long Left Front rule in West Bengal was crumbling, Parimal Bhattacharya began to travel outside the well-trodden urban centres to different parts of the region - from the Sundarbans to tribal Jangalmahal, from the outskirts of Kolkata to villages on the Bangladesh border, from the floodplains of the Hooghly to the forests of Simlipal in neighbouring Odisha. 
  There, he encountered: a woman who was branded a witch because she was listed in the census as literate; an island that vanished famously, only to resurface; a paralysed communist who dreams about the death of a river; a forest community who believe they are descendants of the Harappans; an old millworker and his wife who fight the ghosts of a dead industrial town with laughter; a fisherman uprooted by a river eleven times in twenty years; and many more. This book documents the missing narratives of these 'other' Bengalis, the largely invisible majority beyond the bhadralok that the rest of India knows. 
  Moving between the personal and the political, and between travelogue, journal and memoir, Field Notes from a Waterborne Land takes the reader on a journey across a fascinating land peopled with unforgettable characters.

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  Speed of Advance

  Marty Groover

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  Speed of Advance (SOA): the speed of a ship anticipated along an intended track; the average speed required to arrive at a destination at a specified time.In the navy, nothing is left to chance. Every strategy is tested, every resource utilized with minimal excess and remarkable efficiency. This streamlined convergence of people, process, and technology is the pinnacle of productivity—and its benefits resonate far beyond military endeavors.As a surface warfare officer, Marty Groover spent more than two decades leading an intricate operational symphony of communications processes, computer systems, and weapons programs. Now, in Speed of Advance, Marty shares what he experienced in the navy firsthand: how to harness the power of technology to drive untouchable results. By eliminating damaging silos and increasing skill sets, Marty shows you how to create an enhanced, synchronized system between technology and the people who use it—a process that will lead you into the Fourth Industrial Revolution.Lean. Impactful. Intersected. These are the businesses that will thrive in the challenges of Industry 4.0. This book will show you how to take the first step in the right direction, not by replacing people with machines but by learning how to truly work as one.

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  Mastering the Art of Virtual Work

  Patricia Shepard

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  Mastering the Art of Virtual Work: A Comprehensive Guide to Building and Managing a Successful Virtual Assistant BusinessBasically a virtual assistant will be able to carry the workload given simply because of the focused nature of the particular assignments given. In most cases such virtual assistance capabilities are much more refined and thus able to handle the delegated task with ease.Hiring the services of virtual assistance would effectively mean hiring someone who is an expert in his or her own field.The need to teach the individual would not be a factor in the equation nor would there be a need to constantly monitor the situation to ensure the desired results are forthcoming.With the use of virtual assistance the assignments can be done within the timelines, as the reputation of the virtual assistance depends broadly on the ability to produce the work effectively and accurately with the time frame agreed upon.In this audiobook, you will learn about A Comprehensive Guide to Building and Managing a Successful Virtual Assistant Business, So what are you waiting for, download a copy of Mastering the Art of Virtual Work today!

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  Why AI Undermines Democracy and...

  Mark Coeckelbergh

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  Across the world, AI is used as a tool for political manipulation and totalitarian repression. Stories about AI are often stories of polarization, discrimination, surveillance, and oppression. Is democracy in danger? And can we do anything about it? 
   
     
   
  In this compelling and balanced book, Mark Coeckelbergh reveals the key risks posed by AI for democracy. He argues that AI, as currently used and developed, undermines fundamental principles on which liberal democracies are founded, such as freedom and equality. How can we make democracy more resilient in the face of AI? And, more positively, what can AI do for democracy? Coeckelbergh advocates not only for more democratic technologies, but also for new political institutions and a renewal of education to ensure that AI promotes, rather than hinders, the common good for the twenty-first century. 
   
    
   
  Why AI Undermines Democracy and What to Do About It is a must-listen for anyone who is concerned about the fate of democracy.

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