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  Ultimate Enterprise Data...

  Shanthababu Pandian

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  Practical Approaches to Time Series Analysis and Forecasting using Python for Informed Decision-Making
   
  Book Description
  Embark on a transformative journey through the intricacies of time series analysis and forecasting with this comprehensive handbook. Beginning with the essential packages for data science and machine learning projects you will delve into Python's prowess for efficient time series data analysis, exploring the core components and real-world applications across various industries through compelling use-case studies. From understanding classical models like AR, MA, ARMA, and ARIMA to exploring advanced techniques such as exponential smoothing and ETS methods, this guide ensures a deep understanding of the subject.
   
  It will help you navigate the complexities of vector autoregression (VAR, VMA, VARMA) and elevate your skills with a deep dive into deep learning techniques for time series analysis. By the end of this book, you will be able to harness the capabilities of Azure Time Series Insights and explore the cutting-edge AWS Forecast components, unlocking the cloud's power for advanced and scalable time series forecasting.
   
  Table of Contents
  1. Introduction to Python and its key packages for DS and ML Projects
  2. Python for Time Series Data Analysis
  3. Time Series Analysis and its Components
  4. Time Series Analysis and Forecasting Opportunities in Various Industries
  5. Exploring various aspects of Time Series Analysis and Forecasting
  6. Exploring Time Series Models - AR, MA, ARMA, and ARIMA
  7. Understanding Exponential Smoothing and ETS Methods in TSA
  8. Exploring Vector Autoregression and its Subsets (VAR, VMA, and VARMA)
  9. Deep Learning for Time Series Analysis and Forecasting
  10. Azure Time Series Insights
  11. AWSForecast     
  Index

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  Evolution of Modern Mathematics...

  Editors Charles River

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  In the last 50 years, life has been simplified by the awe-inspiring advancements that have been achieved in the world of computer science and technology. In 1976, Steve Jobs and Steve Wozniak unveiled the Apple I, the first-ever computer that operated on a single-circuit board, just five years after a team of IBM engineers introduced the “floppy disk,” which revolutionized data-sharing. In 1981, the first personal computer – IBM's Acorn – equipped with an optional color monitor, two floppy disks, and an intel chip was rolled out to the masses, and the dynamic evolution of the World Wide Web soon followed. 
  Today, the world is in the midst of the transformative and ever-developing Digital Age, otherwise referred to as the “Age of Information.” It has been an unprecedented, remarkable, and explosive era marked by social media and computer-generated imagery (and with it, deep fakes), among other novel, previously unimaginable concepts. The bulky monitors and blocky towers of personal computers and laptops, which were once upon a time considered fashionable, futuristic contraptions, have since been replaced with a sleek and stylish array – both multi-functional and specialized – of aerodynamic, minimalistic devices, ranging from smartphones and tablets to lightweight laptops and full-fledged gaming set-ups packed with powerhouse processors. 
  This new age was brought forth in large measure by the different works of scientists and mathematicians spanning several centuries, from Blaise Pascal's work on calculators to Charles Babbage's Difference Engine and Alan Turing's groundbreaking cryptography work.

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  The Road to Einstein's...

  David Lyth

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  CHOICE Highly Recommended Title, August 2019 
   
   
   
  Expertly guided by renowned cosmologist Dr. David Lyth, learn about the pioneering scientists whose work provided the foundation for Einstein’s formulation of his theories of relativity, and about Einstein's groundbreaking life and work as well. 
   
   
   
  This highly readable and accessible panorama of the field delicately balances history and science as it takes the reader on an adventure through the centuries. Without complex mathematics or scientific formulae, this book will be of interest to all, even those without a scientific background, who are intrigued to find out more about what paved the way for one of our most famous physicists to push the boundaries of physics to new lengths. 
   
   
   
  Features: 
   
   
   
   
   
  Written by an internationally renowned physicist and cosmologist 
   
   
  Describes the life and times of Einstein and his important predecessors 
   
   
  Focuses on one of the most famous areas of science, Einstein’s Relativity Theory

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  How to start a business with...

  Andrine Mendez

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  Ever dreamed of starting your own business but felt held back by a lack of money, connections, or experience? This audiobook is for you. 
  Narrated by me, Andrine Mendez, this is not your typical self-help or get-rich-quick guide. Work in Progress is a brutally honest, no-nonsense blueprint for building a business from scratch, even when the odds are stacked against you. I’ve been through it all—bootstrapping, failing, pivoting, scaling, and even exiting a startup—and in this audiobook, I share the real stories, raw lessons, and practical strategies that can help you take the first step toward entrepreneurship. 
  You’ll learn:How to validate your idea before spending time and money.Why storytelling is crucial in attracting customers, investors, and talent.How to deal with failure and turn it into an advantage.The power of iteration and pivoting—why your first idea won’t be your final one. 
  This audiobook is not about theories or fluff—it’s packed with real, actionable steps based on my journey from launching businesses with zero capital to raising funds and exiting a company. You’ll also get bonus chapters on finding grants, startup competitions, and even picking the right brand name. 
  Whether you’re an aspiring entrepreneur, a professional looking for a change, or someone who just needs that extra push to get started, this audiobook is designed to inspire, challenge, and guide you toward building something real. 
  And if you enjoy this, do me a favor—leave a review! Your feedback helps this book reach more people who need it. Now, let’s get started.

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  The Power of Prions - The...

  Michel Brahic

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  Over the last decade, scientists have discovered the importance and widespread presence in the body of a remarkable family of proteins known as prion proteins. Research links various types of prion proteins to neurodegenerative diseases such as Parkinson's and Alzheimer's—and this has fueled the search for new drugs that could halt the progression of these terrible disorders. Other discoveries have revealed the essential roles prion proteins play in memory and immunity, and the part they may have played in the beginnings of life on our planet. 
   
   
   
  Brahic, a leading researcher on diseases of the central nervous system, first describes the discovery of prions and their role in infection, beginning with early work on the animal disease scrapie and a mysterious human illness in New Guinea, apparently transmitted by cannibalism. Prion proteins were then revealed as the cause of other illnesses, from "mad cow" disease and its human counterpart, Creutzfeldt-Jakob disease, to such noninfectious brain disorders as Parkinson's and Alzheimer's. While the prion proteins responsible for diseases are definitively "bad," Brahic also explains that these abnormal prions are rare exceptions. Most of the time, prion proteins actually serve "good" and vital functions—and they may even have been present at the origin of life itself.

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  Father Nature - The Science of...

  James K. Rilling

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  We all know the importance of mothers. They are typically as paramount in the wild as they are in human relationships. But what about fathers? In most mammals, fathers have little to no involvement in raising their offspring—and sometimes even kill the offspring sired by other fathers. How, then, can we explain modern fathers having the capacity to be highly engaged parents? In Father Nature, James Rilling explores how humans have evolved to endow modern fathers with this potential and considers why this capacity evolved in humans. 
   
   
   
  Paternal caregiving is advantageous to children and to society at large, yet variable both across and within human societies. Rilling considers how to explain this variability and what social and policy changes might be implemented to increase positive paternal involvement. Along the way, Father Nature also covers the impact fathers have on children's development, the evolution of paternal caregiving, how natural selection adapted male physiology for caregiving, and what lessons an expecting father can take away from the book, as well as what benefits they themselves get from raising children, including increased longevity and "younger" brains. 
   
   
   
  A beautifully written book by a father himself, Father Nature is a much-needed—and deeply rewarding—look at the science behind "good" paternal behavior in humans.

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