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  Ultimate Machine Learning with...

  Parag Saxena

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  Master the Art of Data Munging and Predictive Modeling for Machine Learning with Scikit-Learn
  Book Description
  “Ultimate Machine Learning with Scikit-Learn” is a definitive resource that offers an in-depth exploration of data preparation, modeling techniques, and the theoretical foundations behind powerful machine learning algorithms using Python and Scikit-Learn.
  Beginning with foundational techniques, you'll dive into essential skills for effective data preprocessing, setting the stage for robust analysis. Next, logistic regression and decision trees equip you with the tools to delve deeper into predictive modeling, ensuring a solid understanding of fundamental methodologies. You will master time series data analysis, followed by effective strategies for handling unstructured data using techniques like Naive Bayes.
  Transitioning into real-time data streams, you'll discover dynamic approaches with K-nearest neighbors for high-dimensional data analysis with Support Vector Machines(SVMs). Alongside, you will learn to safeguard your analyses against anomalies with isolation forests and harness the predictive power of ensemble methods, in the domain of stock market data analysis.
  By the end of the book you will master the art of data engineering and ML pipelines, ensuring you're equipped to tackle even the most complex analytics tasks with confidence.
  Table of Contents
  1. Data Preprocessing with Linear Regression
  2. Structured Data and Logistic Regression
  3. Time-Series Data and Decision Trees
  4. Unstructured Data Handling and Naive Bayes
  5. Real-time Data Streams and K-Nearest Neighbors
  6. Sparse Distributed Data and Support Vector Machines
  7. Anomaly Detection and Isolation Forests
  8. Stock Market Data and Ensemble Methods
  9. Data Engineering and ML Pipelines for Advanced Analytics
  Index

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  Excel 2019 - Explore the...

  Alexander Cane

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  Microsoft Excel is a widely used spreadsheet program that is used to organize, create, and manipulate text, charts, and numbers. Although there are several spreadsheet programs, Microsoft Excel is a leading program among all spreadsheet programs. Excel is mostly used and preferred by people all over the world. Excel is very useful in many organizations as it used for recording budgets, sales, income, and expenditures. This program can do a lot of things, one of the reasons it is most used and preferred to any other spreadsheet programs. Below are some uses of this program: 
  It can create various charts data that are highly customizable 
  It can be used for organizing lists with the use of the row and column layout 
  It can import from various sources 
  It can summarize large amounts of information in dashboards 
  It can help in creating financial analysis like tabulating expenses and creating budgets  
  It can create diagrams and graphics with the use of SmartArt and shapes 
  It can manipulate text 
  These are just some of Excel’s functions; the program has become the standard spreadsheet for most organizations as the versatility cannot be doubted. Excel is not only used for financial purposes or financial organizations, but it can also be used in various kinds of organizations like schools, hospitals, and more. Many individuals and organizations have used Excel for so many years, and every year there are new upgrades. Excel is a reliable and well-secured program as it ensures your files are protected. 
   

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  Solar PV System Design...

  Prasun Barua

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  Welcome to Solar PV System Design, Installation, Maintenance and Safety! This is a nonfiction science book written by Prasun Barua. This book contains various types of topics on design, installation, maintenance and safety of solar PV system. Solar photovoltaic (PV) systems have gained significant popularity as a clean and renewable energy source. This article explores the fundamental aspects of solar PV system design, installation, maintenance, and safety. Understanding these key components is crucial for ensuring optimal system performance, longevity, and safety. Designing a solar PV system involves several considerations to maximize energy production and efficiency. The key aspects include site assessment, shading analysis, load assessment, solar panel, charge controller, battery, inverter and wire selections. The installation phase is critical to ensure the safe and efficient operation of the solar PV system. Compliance with regulations, electrical wiring, mounting and racking are considered during installing solar PV system. Regular maintenance enhances system performance and ensures optimal energy generation throughout its lifespan. It includes cleaning, inspection and monitoring. Safety is paramount during all stages of the solar PV system's life cycle. Some essential safety measures include electrical safety, fire safety and emergency shutdown. A well-designed, properly installed, and regularly maintained solar PV system is essential for optimal performance, longevity, and safety. By considering the aspects of design, installation, maintenance, and safety, individuals and businesses can harness the full potential of solar energy while ensuring a safe and sustainable future. This is the first edition of the book. Thanks for listening the audio book.

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  Creating Games

  Ethan Cormac

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  Creating Games: The Ultimate Guide to Building Your Own Games, Learn the Different Creation Techniques and Tools You Need To Build Your Own GamesDo you have an idea for a video game but don't know what or how to make a game out of it? Do you think it's difficult and you're not confident enough to try? Don't be! When you already have an idea for a game, you've won half the battle already because the most difficult thing in creating games is coming up with ideas. Creativity should never be underestimated and you can learn how to create a video game.There is a huge market for video games so if you love playing video games and you have a creative mind, you can certainly make use of it creating video games. This audiobook will teach you all the basics about how to create a video games. You will learn different softwares you can use in building games.This audiobook will discuss the following:- Game Creation Basics- What Tools Are Needed- 2D Game Creation Software- 3D Game Creation Software- Game Modification- Building a Game on Social SiteIf you have a creative mind and you love playing video games, you should seriously consider learning how to build your own games as this would present you an opportunity to earn money doing something you love.If you want to learn the basics of creating a game so that you can have pointers on how the whole process goes through, scroll up and click "add to cart" now.

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  Expand - Stretching the Future...

  Christian Bason, Jens Martin...

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  With Expand: Stretching the Future By Design, authors Jens Martin Skibsted, a multiple-award-winning designer, entrepreneur, and design philosopher, and Christian Bason, political scientist and CEO of the Danish Design Centre, take listeners beyond "design thinking" to challenge current habits and carve out new space for more sustainable innovation. 
   
   
   
  From transforming the ways we do business and reimagining health care, to creating planet-restoring housing and humanizing our digital lives in an age of AI, Expand explores how expansive thinking across six key areas—time, proximity, value, life, dimensions, and sectors—can provide radical, useful solutions to a whole host of current problems around the globe. 
   
    
   
  With powerful real-world examples, the book challenges our freewheeling belief in technological determinism and its insensitivity toward ethics, humanity, and the environment. 
   
   
   
  Expand is the first book to not just critique design thinking, but welcome it as a starting point for an ambitious, wide-ranging tale of how to expand and think beyond it. 
   
   
   
  The best way to predict the future is to design it. Expand is the book that shows us how.

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  Cryptocurrency Investing -...

  Owen Harrington

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  Welcome to "Cryptocurrency Investing: Unlocking the Potential of Digital Wealth - A Roadmap to Successful Cryptocurrency Investing." In this e-book, we will explore the opportunities and challenges that cryptocurrencies bring for investors like you as we travel through the intriguing world of cryptocurrencies. 
  Cryptocurrencies have developed as a revolutionary class of digital assets that utilize blockchain technology. In recent years, they have attracted a lot of attention and popularity, capturing the interest of investors, businesspeople, and technology enthusiasts everywhere. Since then, countless more cryptocurrencies have appeared, each with its own distinctive qualities and possibilities. Bitcoin, the first decentralized cryptocurrency, paved the way for a new era of financial innovation.  
  Cryptocurrency investing can be a thrilling and fruitful endeavor, but it is not without its challenges. It demands information, a plan, and careful thought, just like any investment. With the help of this e-book, you should be able to navigate the world of cryptocurrency investing successfully. 
  We will examine a variety of facets of cryptocurrency investing throughout this e-book. We'll begin with comprehending the basics of cryptocurrencies, including their definition, characteristics, and a brief development history. We'll look at the advantages they provide and any associated risks, giving you the knowledge you need to make wise financial choices. 

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