UNDERSTANDING MACHINE LEARNING

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Understanding Machine Learning

Author : Shai Shalev-Shwartz
ISBN : 9781107057135
Genre : Computers
File Size : 55.62 MB
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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.
Category: Computers

Maschinelles Lernen

Author : Ethem Alpaydın
ISBN : 3486581147
Genre :
File Size : 20.42 MB
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Unter maschinellem Lernen versteht man die kunstliche Generierung von Wissen aus Erfahrung. Das vorliegende Buch diskutiert Methoden aus den Bereichen Statistik, Mustererkennung etc. und versucht, die unterschiedlichen Ansatze zu kombinieren, um moglichst effiziente Losungen zu finden."
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Statistik Workshop F R Programmierer

Author : Allen B. Downey
ISBN : 9783868993431
Genre : Computers
File Size : 62.6 MB
Format : PDF, ePub, Docs
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Wenn Sie programmieren können, beherrschen Sie bereits Techniken, um aus Daten Wissen zu extrahieren. Diese kompakte Einführung in die Statistik zeigt Ihnen, wie Sie rechnergestützt, anstatt auf mathematischem Weg Datenanalysen mit Python durchführen können. Praktischer Programmier-Workshop statt grauer Theorie: Das Buch führt Sie anhand eines durchgängigen Fallbeispiels durch eine vollständige Datenanalyse -- von der Datensammlung über die Berechnung statistischer Kennwerte und Identifikation von Mustern bis hin zum Testen statistischer Hypothesen. Gleichzeitig werden Sie mit statistischen Verteilungen, den Regeln der Wahrscheinlichkeitsrechnung, Visualisierungsmöglichkeiten und vielen anderen Arbeitstechniken und Konzepten vertraut gemacht. Statistik-Konzepte zum Ausprobieren: Entwickeln Sie über das Schreiben und Testen von Code ein Verständnis für die Grundlagen von Wahrscheinlichkeitsrechnung und Statistik: Überprüfen Sie das Verhalten statistischer Merkmale durch Zufallsexperimente, zum Beispiel indem Sie Stichproben aus unterschiedlichen Verteilungen ziehen. Nutzen Sie Simulationen, um Konzepte zu verstehen, die auf mathematischem Weg nur schwer zugänglich sind. Lernen Sie etwas über Themen, die in Einführungen üblicherweise nicht vermittelt werden, beispielsweise über die Bayessche Schätzung. Nutzen Sie Python zur Bereinigung und Aufbereitung von Rohdaten aus nahezu beliebigen Quellen. Beantworten Sie mit den Mitteln der Inferenzstatistik Fragestellungen zu realen Daten.
Category: Computers

Machine Learning

Author : Sebastian Dark
ISBN : 172382125X
Genre : Computers
File Size : 64.41 MB
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Curious to learn about the revolutionary technology that is shaping our future and changing the world? Machine learning is a part of the field of computer science that involves computer systems being able to "learn" with data despite not being programmed explicitly. In 2017, AlphaGo, which is AI developed by Google DeepMind and started off by only knowing the rules of the game, was eventually able to train itself and beat Ke Jie, the world No.1 ranked player at the time. Although this may not seem that impressive at first, it is important to understand that Go is a very complex game that many programmers were not able to trump with AI in the past. Although Go is an interesting example, the possibilities of using machine learning are limitless. From retail to medicine to finance, machine learning has the ability to change each industry it comes into contact with. In fact, this revolution has already begun and will only continue to get bigger. Without a doubt it is the future. However, it is as complex as it is revolutionary. If you do not have a background or any experience in the field, it is easy to get bogged down by all the complicated concepts and term. Furthermore, finding information that is easy to understand can prove to be a challenge because it most likely will not be thorough even if you do find it. Some of the things you will learn include... What Machine Learning Really is and How It Can Change the World The Fields of Study and Subjects Involved Various Applications of Machine Learning Supervised vs Unsupervised Learning Neural Networks Deep Learning And much more! In this book, you will find the perfect balance between the information being very thorough and being able to understand it. Although tailored for beginners, it won't contain simple and easily accessible information. You will dive deep into machine learning but you will be carefully led through it in a way that will make everything easy to understand even if you do not have a technical background in computer programming. Whether you are looking to gain knowledge for a potential career in machine learning, want to learn how this will impact our future, or simply want to satisfy your curiosity about potentially the greatest technological advancement of our time, this book will help tremendously in understanding machine learning. If you are finally prepared to understand this revolutionary yet complex technology at a high level despite what your technical background may be, Purchase Now! **Get the Kindle eBook version for FREE when you buy the Paperback version of this book!**
Category: Computers

Machine Learning For Absolute Beginners

Author : Ryan Hill
ISBN : PKEY:6610000130078
Genre : Computers
File Size : 56.42 MB
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★★★ MACHINE LEARNING FOR ABSOLUTE BEGINNERS ★★★ Do you want to know about Machine Learning even as a beginner? You have come to the right place Machine learning is one of the hottest topics in this century - for good reasons. A neural network is often mentioned but covers only a small part of machine learning. There is much more to explore. There are a lot of interested people out there but many do not know where to start. The difficult question basically is how to start actually learning it? Especially beginners might get discouraged because of statistics and math which is an integral part of machine learning. None the less you do not need to be a math expert to apply machine learning. This machine learning course is here to show you why. Instead of telling you all the statistics and math behind the Algorithms, I prefer to give you a much more hands on approach. At the end of the day there's only one thing that really counts - THE RESULT. What you will learn Introduction to Machine Learning What is Machine Learning… And why should we care? The 6 Steps of Machine Learning What neural networks have to do with machine learning What neural networks have to do with deep learning? What machine learning algorithms can do The different machine learning applications and their disadvantages and advantages What machine learning have in store for us? How Machine Learning is Fighting Cancer Who is the target audience? Beginners in machine learning People who like a hands-on approach and not only watching People who prefer practice instead of theory All people who want to dive into one of the hottest topics out there but do not know where to start You want to take advantage of the data driven opportunity ahead ★★★ Don’t wait any longer! Scroll up and click the BUY NOW button to begin the journey of learning machine learning even as an absolute ML beginner! ★★★
Category: Computers

Die Bullet Journal Methode

Author : Ryder Carroll
ISBN : 9783644403222
Genre : Self-Help
File Size : 25.91 MB
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Der Erfinder der bahnbrechenden Bullet-Journal-Methode Ryder Carroll zeigt in diesem Buch, wie Sie endlich zum Pilot Ihres Lebens werden und nicht länger Passagier bleiben. Seine Methode hilft mit einer strukturierteren Lebensweise achtsamer und konzentrierter zu werden. Inzwischen lassen sich Millionen Menschen von ihm inspirieren. In diesem Buch erklärt er seine Philosophie und zeigt, wie Sie Klarheit ins Gedankenchaos bringen, wie Sie Ihre täglichen Routinen entwickeln und vage Vorhaben in erreichbare Ziele verwandeln. Mit nur einem Stift und einem Notizblock und Carrolls revolutionärer Technik werden Sie produktiver, fokussierter und lernen, was wirklich zählt - bei der Arbeit und im Privaten.
Category: Self-Help

Machine Learning

Author : Richard Dumont
ISBN : 1976579554
Genre :
File Size : 57.29 MB
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Get an In-Depth Understanding of Machine Learning In Only 60 Minutes. Imagine that you just need a 60 min read to learn about all the basic techniques involved in Machine Learning. No extremely hard formulated grammatical texts, just plain and simple English. What if you had a guide that would take you through the essential elements of Machine Learning? With over a decade of experience programming expert, Richard Dumont decided to share his knowledge with his audience. He created the perfect outline for a complete newbie to Machine Learning. If you are new to the world of computer science than this is for you! In this book, you'll learn: -How IoT can advantage from Machine Learning -How can you find the best machine learning for you? -What the Difference is between Machine Learning Techniques -How Machine Learning personalization adds to your bottom line -How Machine Learning Influences Your Productivity -How Machine Learning Is Improving Companies Work Processes And lots more... Buy this book NOW and Get an In-Depth Understanding of Machine Learning In Only 60 Minutes. Pick up your copy right now by clicking the BUY NOW button at the top of this page!
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Menschheit 2 0

Author : Ray Kurzweil
ISBN : 9783944203133
Genre : Technology & Engineering
File Size : 34.12 MB
Format : PDF
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Das Jahr 2045 markiert einen historischen Meilenstein: Es ist das Jahr, in dem der Mensch seine biologischen Begrenzungen mithilfe der Technik überwinden wird. Diese als technologische Singularität bekannt gewordene Revolution wird die Menschheit für immer verändern. Googles Chefingenieur Ray Kurzweil, dessen wahnwitzigen Visionen in den vergangenen Jahrzehnten immer wieder genau ins Schwarze trafen, zeichnet in diesem Klassiker des Transhumanismus mit beispielloser Detailwut eine bunt schillernde Momentaufnahme der technischen Evolution und legt dar, weshalb diese so bald kein Ende finden, sondern im Gegenteil immer weiter an Dynamik gewinnen wird. Daraus ergibt sich eine ebenso faszinierende wie schockierende Vision für die Zukunft der Menschheit.
Category: Technology & Engineering