Altri libri che potrebbero interessarti

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  Mastering Time Series Analysis...

  Sulekha Aloorravi

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  Decode the language of time with Python. Discover powerful techniques to analyze, forecast, and innovate.
  Book Description
  "Mastering Time Series Analysis and Forecasting with Python" is an essential handbook tailored for those seeking to harness the power of time series data in their work.The book begins with foundational concepts and seamlessly guides readers through Python libraries such as Pandas, NumPy, and Plotly for effective data manipulation, visualization, and exploration. Offering pragmatic insights, it enables adept visualization, pattern recognition, and anomaly detection.
  
  Advanced discussions cover feature engineering and a spectrum of forecasting methodologies, including machine learning and deep learning techniques such as ARIMA, LSTM, and CNN. Additionally, the book covers multivariate and multiple time series forecasting, providing readers with a comprehensive understanding of advanced modeling techniques and their applications across diverse domains.Readers develop expertise in crafting precise predictive models and addressing real-world complexities. Complete with illustrative examples, code snippets, and hands-on exercises, this manual empowers readers to excel, make informed decisions, and derive optimal value from time series data.
  
  Table of Contents
  1. Introduction to Time Series
  2. Overview of Time Series Libraries in Python
  3. Visualization of Time Series Data
  4. Exploratory Analysis of Time Series Data
  5. Feature Engineering on Time Series
  6. Time Series Forecasting – ML Approach Part 1
  7. Time Series Forecasting – ML Approach Part 2
  8. Time Series Forecasting - DL Approach
  9. Multivariate Time Series, Metrics, and Validation      
  Index

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  Ultimate Online Course Bundle: 2...

  Hubert Lew, Koby Franco

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  Ultimate Online Course Bundle: 2 in 1 Bundle, Make Money From Online Course, Ultimate Course FormulaIf you have a marketable skill of any kind, you might want to consider teaching an online course about it. Online learning has grown significantly these recent months. Online courses have become in-demand now and in fact, there are some creators of online courses that are earning six-figure revenue every year. It is a lucrative career worth considering and if you have been thinking about launching your own online course, you’re on the right path. Even if you are not technologically savvy and may struggle a bit in the beginning, the monetary benefits of launching your own online course will far outweigh this obstacle. If you feel overwhelmed and don’t know where to start, this audiobook will be the perfect guide for you.This bundle will teach you everything you need to know on how to start your own online course and how you can make money from them. You will learn the key aspects of a successful online course and how you can apply them to your own. You will have a step-by-step guide on how to create and launch your own successful online course.This two-in-one bundle includes the following audiobooks:1. Make Money From Online Course: The Comprehensive Guide on How to Launch Your Own Online Course and Turn Your Expertise into Profits2. Ultimate Course Formula: The Ultimate Guide on How to Make Money From Online Courses, Discover the Proven Methods on How to Make Significant Earnings Through Teaching Online CoursesGet your copy of Ultimate Online Course 2 in 1 Bundle today!

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  Data Mesh - Principles and...

  Alexa Campbell

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  Gain a broader understanding of Data Mesh and logical architecture. 
  Have you ever asked yourself why you need to learn about Data Mesh? 
  What is their use in our daily life? 
  Have you ever wondered what the logical architecture is for a data mesh? 
  Your data is like a mesh. It's everywhere, and it's connected. 
  This book will help you understand the root causes of this problem and how to solve them using today's most advanced techniques in data management. 
  It is a book about the structure of a data mesh. It defines data mesh, how it works, and why you might want to use it. 
  This book was written for anyone who wants to learn more about this technology. Whether you're an engineer or developer working with a data mesh, someone who's just curious about how they work, or an entrepreneur looking at ways to improve your company's efficiency or productivity—this book will help you understand what these technologies are all about! 
  In this book, you will:Learn the Data Mesh, its state, and its futureLearn about the practical uses of Data MeshGet background knowledge about Data Mesh with concrete examplesMaster Domain Ownership PrincipleDiscover the principle behind the self-serve data platformLearn about the federated computational government principleDiscover the point of inflectionMaster the logical architecture 
  Data Mesh is not just a framework; it's an approach to data modeling that emphasizes simplicity, clarity, and scalability. This book will teach you how to use Data Mesh to build a logical architecture that scales. 
  Don't wait another second; click the “Add to Cart” button now, and the possibilities are endless!

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  To Climb Trees - Nature: Natural...

  Mike Blake

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  To Climb Trees :: Natures source of goodness.  
  "This Poem 'To Climb Trees'. Part 2 of the series Nature: Natural Healing. 
  A time when our Arboreal neighbours where plentiful and now need a helping hand. 
  The joy of climbing trees, and especially watching expert climbers like Capuchin monkeys. 
  Our need to have trees and forests once again, and the tree huggers that keep our  
  nature alive and in the eye of the media.

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  James Webb Space Telescope...

  Martin K Ettington

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  The James Webb Space Telescope or JWST was launched on Christmas in 2021 to provide the most sensitive telescopic views of the Universe. 
  It has already revolutionized our real world views of the early Universe and these observations question our current theories of the creation of the Universe. 
  This book gets into the history of the JWST, the instruments it carries, new observations, and ideas of what these anomalies mean. 
  We review some of the most important observations made to date, and finally, some theories of how to explain these incredible views of the early reality of the Universe. 
  There are also some other anomalies in Space which are mentioned which were known before the JWST existed which also question the current Big Bang paradigm. 
  We are living in a revolutionary period of Astronomy much like the questions which occurred to Astronomers and Physicists in the early 20th Century which led to the theories we have today on Universe creation. 
  I’m sure that new paradigms will be the result of the current confusion which will contribute to new theories and better understandings of the world we live in.

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  A Protest Against Parkinson’s -...

  Lucas S Kanigan

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  Parkinson’s disease (PD) is more than a medical condition, it is a rapidly growing global health crisis. Since 1990, the number of diagnosed cases has increased by about 118%, while deaths have risen by roughly 150%. By 2040, more than 20 million people worldwide are expected to be living with Parkinson’s. Despite these alarming trends, many patients feel that current treatments offer limited long-term hope. 
  In A Protest Against Parkinson’s, the author, himself living with Parkinson’s, offers a candid and deeply personal account of the disease. Drawing on both personal experience and extensive research, he describes the physical and psychological realities of Parkinson’s in a way rarely addressed in traditional medical texts. The book explores the frustrations surrounding levodopa, the long-standing “gold standard” treatment. While levodopa can provide significant short-term symptom relief, many patients experience diminishing benefits over time along with difficult side effects. 
  The book argues that the early success of levodopa may have unintentionally slowed the search for more fundamental solutions. For decades, research focused largely on improving dopamine replacement rather than finding ways to slow, stop, or reverse the disease itself. 
  Yet the book is not merely critical, it is also hopeful. The author examines emerging research and alternative approaches that may help slow the progression of Parkinson’s. These include exercise, carefully selected supplements, lifestyle changes, and strategies that may allow patients to delay or complement traditional medications. While these approaches are not cures, they may help some patients improve symptoms and extend quality of life. 
  Ultimately, the book is both a personal testimony and a call to action. It challenges common assumptions about Parkinson’s and encourages patients to remain proactive, informed, and hopeful while the search for a true cure continues.

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