Machine Learning For Dummies

Machine Learning For Dummies PDF
Author: John Paul Mueller
Publisher: John Wiley & Sons
ISBN: 1119245516
Size: 47.12 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 432
View: 4339

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Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks. Covering the entry-level topics needed to get you familiar with the basic concepts of machine learning, this guide quickly helps you make sense of the programming languages and tools you need to turn machine learning-based tasks into a reality. Whether you're maddened by the math behind machine learning, apprehensive about AI, perplexed by preprocessing data—or anything in between—this guide makes it easier to understand and implement machine learning seamlessly. Grasp how day-to-day activities are powered by machine learning Learn to 'speak' certain languages, such as Python and R, to teach machines to perform pattern-oriented tasks and data analysis Learn to code in R using R Studio Find out how to code in Python using Anaconda Dive into this complete beginner's guide so you are armed with all you need to know about machine learning!

Deep Learning For Dummies

Deep Learning For Dummies PDF
Author: John Paul Mueller
Publisher: John Wiley & Sons
ISBN: 1119543045
Size: 70.73 MB
Format: PDF
Category : Computers
Languages : en
Pages : 368
View: 5111

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Take a deep dive into deep learning Deep learning provides the means for discerning patterns in the data that drive online business and social media outlets. Deep Learning for Dummies gives you the information you need to take the mystery out of the topic—and all of the underlying technologies associated with it. In no time, you’ll make sense of those increasingly confusing algorithms, and find a simple and safe environment to experiment with deep learning. The book develops a sense of precisely what deep learning can do at a high level and then provides examples of the major deep learning application types. Includes sample code Provides real-world examples within the approachable text Offers hands-on activities to make learning easier Shows you how to use Deep Learning more effectively with the right tools This book is perfect for those who want to better understand the basis of the underlying technologies that we use each and every day.

Machine Learning For Dummies

Machine Learning For Dummies PDF
Author: John Paul Mueller
Publisher: For Dummies
ISBN: 9781119724018
Size: 39.22 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 432
View: 7089

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Machine learning is an exciting new way to use computers to perform tasks that require the ability to learn from experience. In order to make machine learning a reality, programmers rely on special languages, such as Python and R, and new types of tools. Machine Learning For Dummies helps the reader understand what machine learning is, when it can help perform a new class of computer tasks, and how to implement machine learning using Python, along with the required tools. Unlike most machine learning books, Machine Learning For Dummies does not assume that the reader has years of experience using programming languages. This book provides the much-needed entry point for people who really could use machine learning to accomplish practical tasks, but don't necessarily have the skills required to use on more advanced books. This book will cover the entry level materials required to get readers up and running faster, how to perform practical tasks, how to perform useful work without getting overly involved in the underlying math principles, fun ways to play with new tools and learn as a result, and how to separate facts from myth to see how machine learning is useful in today's world. Updates include: • Remove all of the R code from the book and provide a dual treatment of R and Python • Correct all coding errors that readers have noticed • Update all graphics • Implement more diagrams to better indicate how things work • Make the text friendlier with more real-world examples

Pragmatic Deep Learning For Dummies

Pragmatic Deep Learning for Dummies PDF
Author: Benjamin Young
Publisher:
ISBN: 9781796530865
Size: 61.70 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 404
View: 4715

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Summary This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples. It could also be used as a quick guide on how to use and understand deep learning in the real life. Description AI especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries. Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years." Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology. This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras. The books could also be used as a quick guide on how to use and understand deep learning in the real life. Readers should have basic knowledge of python, scripting etc. Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this. Table of Contents Introduction What is deep learning Deep neural network basic conectps Python and NumPy basic Deep learning development environments MNIST CNN example: A deep dive of how to handle image data Pre-trained model, transfer learning and fine-tuning Recurrent neural network - how to handle sequences data Natural Langauge Processing Optical character recogniztion Audio processing, speech processing Autoencoder network Deep reinforcement learning Learning from scratch (self-play) AlphaZero How to deploy deep learning model.

Machine Learning For Dummies

Machine Learning For Dummies PDF
Author: John Paul Mueller
Publisher: John Wiley & Sons
ISBN: 1119245753
Size: 52.91 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 432
View: 4650

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Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks. Covering the entry-level topics needed to get you familiar with the basic concepts of machine learning, this guide quickly helps you make sense of the programming languages and tools you need to turn machine learning-based tasks into a reality. Whether you're maddened by the math behind machine learning, apprehensive about AI, perplexed by preprocessing data—or anything in between—this guide makes it easier to understand and implement machine learning seamlessly. Grasp how day-to-day activities are powered by machine learning Learn to 'speak' certain languages, such as Python and R, to teach machines to perform pattern-oriented tasks and data analysis Learn to code in R using R Studio Find out how to code in Python using Anaconda Dive into this complete beginner's guide so you are armed with all you need to know about machine learning!

Data Science Programming All In One For Dummies

Data Science Programming All In One For Dummies PDF
Author: John Paul Mueller
Publisher: John Wiley & Sons
ISBN: 1119626110
Size: 11.82 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 768
View: 6530

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Your logical, linear guide to the fundamentals of data science programming Data science is exploding—in a good way—with a forecast of 1.7 megabytes of new information created every second for each human being on the planet by 2020 and 11.5 million job openings by 2026. It clearly pays dividends to be in the know. This friendly guide charts a path through the fundamentals of data science and then delves into the actual work: linear regression, logical regression, machine learning, neural networks, recommender engines, and cross-validation of models. Data Science Programming All-In-One For Dummies is a compilation of the key data science, machine learning, and deep learning programming languages: Python and R. It helps you decide which programming languages are best for specific data science needs. It also gives you the guidelines to build your own projects to solve problems in real time. Get grounded: the ideal start for new data professionals What lies ahead: learn about specific areas that data is transforming Be meaningful: find out how to tell your data story See clearly: pick up the art of visualization Whether you’re a beginning student or already mid-career, get your copy now and add even more meaning to your life—and everyone else’s!

Artificial Intelligence For Dummies

Artificial Intelligence For Dummies PDF
Author: John Paul Mueller
Publisher: John Wiley & Sons
ISBN: 1119467659
Size: 15.36 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 336
View: 646

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Step into the future with AI The term "Artificial Intelligence" has been around since the 1950s, but a lot has changed since then. Today, AI is referenced in the news, books, movies, and TV shows, and the exact definition is often misinterpreted. Artificial Intelligence For Dummies provides a clear introduction to AI and how it’s being used today. Inside, you’ll get a clear overview of the technology, the common misconceptions surrounding it, and a fascinating look at its applications in everything from self-driving cars and drones to its contributions in the medical field. Learn about what AI has contributed to society Explore uses for AI in computer applications Discover the limits of what AI can do Find out about the history of AI The world of AI is fascinating—and this hands-on guide makes it more accessible than ever!

Machine Learning For Dummies

Machine learning for dummies PDF
Author: Luca Massaron
Publisher: HOEPLI EDITORE
ISBN: 8820392259
Size: 56.14 MB
Format: PDF, ePub
Category : Business & Economics
Languages : it
Pages :
View: 686

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l machine learning facile! Il machine learning, per quanto possa sembrare un argomento complesso, è un nuovo modo per insegnare al computer a svolgere tutta una serie di compiti utili e importanti. Il rilevamento di frodi, gli annunci in tempo reale su pagine web, l’automazione e il filtraggio dello spam via e-mail e l’utilizzo delle reti neurali per l’elaborazione di immagini, suoni e testi sono solo alcuni esempi. Questa guida aggiornata a Python 3 spiega come iniziare, quali sono e come funzionano gli algoritmi di machine learning, come si utilizzano linguaggi di programmazione quali Python e R, come svolgere compiti pratici utilizzando gli algoritmi più efficaci e molto altro ancora!

Python For Data Science For Dummies

Python for Data Science For Dummies PDF
Author: John Paul Mueller
Publisher: John Wiley & Sons
ISBN: 1119547628
Size: 64.42 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 496
View: 2519

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The fast and easy way to learn Python programming and statistics Python is a general-purpose programming language created in the late 1980s—and named after Monty Python—that's used by thousands of people to do things from testing microchips at Intel, to powering Instagram, to building video games with the PyGame library. Python For Data Science For Dummies is written for people who are new to data analysis, and discusses the basics of Python data analysis programming and statistics. The book also discusses Google Colab, which makes it possible to write Python code in the cloud. Get started with data science and Python Visualize information Wrangle data Learn from data The book provides the statistical background needed to get started in data science programming, including probability, random distributions, hypothesis testing, confidence intervals, and building regression models for prediction.

Artificial Intelligence Networking Learning Ai Explained For Dummies

Artificial Intelligence Networking  Learning AI Explained for Dummies PDF
Author: Laureano Gallardo
Publisher:
ISBN: 9781074028008
Size: 43.43 MB
Format: PDF, ePub
Category :
Languages : en
Pages : 43
View: 3870

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The term Artificial Intelligence represents a set of software, logic, computer and philosophy disciplines that are intended to make PCs perform functions that were thought to be exclusively human, such as perceiving meaning in written language. or spoken, learn, recognize facial expressions, etc. The field of artificial intelligence has a long history behind it, with many previous advances, such as the recognition of optical characters, which are currently considered as something everyday.Artificial intelligence is an attractive concept for many stakeholders in the business, scientific and governmental world. From the economic point of view, it is very attractive that machines can perform tasks for which human intervention was usually required. An effective artificial intelligence solution can "think" faster and process more information than any human brain. Artificial intelligence also has the potential to extend human capabilities to places where people have difficulty reaching, for example, outer space or remote locations on Earth where human skills such as medical knowledge might prove useful.We could define AI as a technological discipline that aims to design and build machines and programs capable of performing complex tasks with expertise equal to or greater than that of a human being. Bearing in mind that those tasks that seem simpler, for example, speaking, seeing, listening, are precisely the most complex tasks to perform.The computer is a powerful tool because of its ability to represent any discrete system of physical symbols. But the ultimate goal is not for this "science" the computer or its programs, but the study of intelligent behavior and, in particular, human behavior.This is the reason why the AI links with so many other sciences. Thus, in the study of human behavior, natural sciences such as neurophysiology and human sciences such as psychology intervene; in the study of learning processes, pedagogy; in other important aspects, such as the recognition of natural language, linguistics; and in the practical realization of the models, the computer science and in all its surroundings.CONTENTS:INTRODUCTION TO AIHISTORICAL EVOLUTION Prehistory of the AI The birth of the AI The difficult years Current developmentPREMISES 1. Just think about big projects 2. Artificial intelligence is only for technological empires 3. Believe that it is a purposeWHAT IS MACHINE LEARNING?WHAT IS DEEP LEARNING?WHO IS DEVELOPING THIS TECHNOLOGY WORLDWIDE?WHY IS IT IMPORTANT FOR GLOBAL DEVELOPMENT?HOW COULD AI AFFECT THE ECONOMY?WHICH SECTORS WORLDWIDE ARE LEADERS IN THE IMPLEMENTATION OF THIS TYPE OF TECHNOLOGY?ADVANTAGES OF ARTIFICIAL INTELLIGENCEDISADVANTAGES OF ARTIFICIAL INTELLIGENCEWHICH COMPANIES ARE LEADERS IN AI?AI AND BIG DATAIS AI DANGEROUS?AI AND MEDICINESUMMARY AI

Tensorflow For Dummies

TensorFlow For Dummies PDF
Author: Matthew Scarpino
Publisher: John Wiley & Sons
ISBN: 1119466210
Size: 79.89 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 360
View: 1710

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Become a machine learning pro! Google TensorFlow has become the darling of financial firms and research organizations, but the technology can be intimidating and the learning curve is steep. Luckily, TensorFlow For Dummies is here to offer you a friendly, easy-to-follow book on the subject. Inside, you’ll find out how to write applications with TensorFlow, while also grasping the concepts underlying machine learning—all without ever losing your cool! Machine learning has become ubiquitous in modern society, and its applications include language translation, robotics, handwriting analysis, financial prediction, and image recognition. TensorFlow is Google's preeminent toolset for machine learning, and this hands-on guide makes it easy to understand, even for those without a background in artificial intelligence. Install TensorFlow on your computer Learn the fundamentals of statistical regression and neural networks Visualize the machine learning process with TensorBoard Perform image recognition with convolutional neural networks (CNNs) Analyze sequential data with recurrent neural networks (RNNs) Execute TensorFlow on mobile devices and the Google Cloud Platform (GCP) If you’re a manager or software developer looking to use TensorFlow for machine learning, this is the book you’ll want to have close by.

Machine Learning

Machine Learning PDF
Author: Alexa Philips
Publisher: Createspace Independent Publishing Platform
ISBN: 9781979620192
Size: 56.86 MB
Format: PDF
Category : Artificial intelligence
Languages : en
Pages : 98
View: 5624

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Machine Learning for Absolute Beginners Sale price. You will save 66% with this offer. Please hurry up! The Ultimate Beginners Guide for Algorithms, Neural Networks, Random Forests and Decision Trees If you are searching for a book on Machine Learning that is easy to understand and put in a relatively simple manner for easy flow and understanding for professionals and beginners. And you're the type that has a second thought about machine learning mathematics, then you need to read this book. It is well explanatory and contains essential information about Machine Learning without any complex mathematics but with great understanding. Here is a preview of what you'll learn: The introduction to Machine learning - An Informative write up on Artificial Intelligence Algorithms in Machine Learning A simple way to understand Decision trees Random Forest and how it works Neural Network Download your copy of "Machine Learning for Absolute Beginners" by scrolling up and clicking "Buy Now With 1-Click" button. Tags: Machine Learning, Machine Learning Algorithms, Algorithms, Neural Networks, Random Forests, Decision Trees Machine, Machine Learning Course, Big Data Machine Learning, Machine Learning For Dummies, Machine Learning Big Data, Machine Learning Tools, Machine Learning Basics, Machine Learning Online Course, Learn Machine Learning, Machine Learning As A Service, Cloud Machine Learning, Big Data And Machine Learning, Machine Learning And Big Data, Machine Learning Algorithms For Beginners, Machine Learning Platform, Data Science, Machine Learning Big Data Analytics, Machine Learning Companies, Ai Machine Learning, Machine Learning Cloud, Machine Learning Services

Python All In One For Dummies

Python All in One For Dummies PDF
Author: John Shovic
Publisher: John Wiley & Sons
ISBN: 1119557593
Size: 66.68 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 704
View: 4714

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Your one-stop resource on all things Python Thanks to its flexibility, Python has grown to become one of the most popular programming languages in the world. Developers use Python in app development, web development, data science, machine learning, and even in coding education classes. There's almost no type of project that Python can't make better. From creating apps to building complex websites to sorting big data, Python provides a way to get the work done. Python All-in-One For Dummies offers a starting point for those new to coding by explaining the basics of Python and demonstrating how it’s used in a variety of applications. Covers the basics of the language Explains its syntax through application in high-profile industries Shows how Python can be applied to projects in enterprise Delves into major undertakings including artificial intelligence, physical computing, machine learning, robotics and data analysis This book is perfect for anyone new to coding as well as experienced coders interested in adding Python to their toolbox.

Data Science For Dummies

Data Science For Dummies PDF
Author: Lillian Pierson
Publisher: John Wiley & Sons
ISBN: 1119327636
Size: 32.65 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 384
View: 5079

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Discover how data science can help you gain in-depth insight into your business - the easy way! Jobs in data science abound, but few people have the data science skills needed to fill these increasingly important roles. Data Science For Dummies is the perfect starting point for IT professionals and students who want a quick primer on all areas of the expansive data science space. With a focus on business cases, the book explores topics in big data, data science, and data engineering, and how these three areas are combined to produce tremendous value. If you want to pick-up the skills you need to begin a new career or initiate a new project, reading this book will help you understand what technologies, programming languages, and mathematical methods on which to focus. While this book serves as a wildly fantastic guide through the broad, sometimes intimidating field of big data and data science, it is not an instruction manual for hands-on implementation. Here’s what to expect: Provides a background in big data and data engineering before moving on to data science and how it's applied to generate value Includes coverage of big data frameworks like Hadoop, MapReduce, Spark, MPP platforms, and NoSQL Explains machine learning and many of its algorithms as well as artificial intelligence and the evolution of the Internet of Things Details data visualization techniques that can be used to showcase, summarize, and communicate the data insights you generate It's a big, big data world out there—let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.