Einf Hrung In Machine Learning Mit Python

Einf  hrung in Machine Learning mit Python PDF Book Details:
Author: Andreas C. Müller
Publisher: O'Reilly
ISBN: 3960101120
Size: 75.82 MB
Format: PDF, ePub
Category : Computers
Languages : de
Pages : 378
View: 1273

Get Book


Einf Hrung In Machine Learning Mit Python PDF

by Andreas C. Müller, Einf Hrung In Machine Learning Mit Python Books available in PDF, EPUB, Mobi Format. Download Einf Hrung In Machine Learning Mit Python books, Machine Learning ist zu einem wichtigen Bestandteil vieler kommerzieller Anwendungen und Forschungsprojekte geworden, von der medizinischen Diagnostik bis hin zur Suche nach Freunden in sozialen Netzwerken. Um Machine-Learning-Anwendungen zu entwickeln, braucht es keine großen Expertenteams: Wenn Sie Python-Grundkenntnisse mitbringen, zeigt Ihnen dieses Praxisbuch, wie Sie Ihre eigenen Machine-Learning-Lösungen erstellen. Mit Python und der scikit-learn-Bibliothek erarbeiten Sie sich alle Schritte, die für eine erfolgreiche Machine-Learning-Anwendung notwendig sind. Die Autoren Andreas Müller und Sarah Guido konzentrieren sich bei der Verwendung von Machine-Learning-Algorithmen auf die praktischen Aspekte statt auf die Mathematik dahinter. Wenn Sie zusätzlich mit den Bibliotheken NumPy und matplotlib vertraut sind, hilft Ihnen dies, noch mehr aus diesem Tutorial herauszuholen. Das Buch zeigt Ihnen: - grundlegende Konzepte und Anwendungen von Machine Learning - Vor- und Nachteile weit verbreiteter maschineller Lernalgorithmen - wie sich die von Machine Learning verarbeiteten Daten repräsentieren lassen und auf welche Aspekte der Daten Sie sich konzentrieren sollten - fortgeschrittene Methoden zur Auswertung von Modellen und zum Optimieren von Parametern - das Konzept von Pipelines, mit denen Modelle verkettet und Arbeitsabläufe gekapselt werden - Arbeitsmethoden für Textdaten, insbesondere textspezifische Verarbeitungstechniken - Möglichkeiten zur Verbesserung Ihrer Fähigkeiten in den Bereichen Machine Learning und Data Science Dieses Buch ist eine fantastische, super praktische Informationsquelle für jeden, der mit Machine Learning in Python starten möchte – ich wünschte nur, es hätte schon existiert, als ich mit scikit-learn anfing! Hanna Wallach, Senior Researcher, Microsoft Research


Artificial Intelligence With Python

Artificial Intelligence with Python PDF Book Details:
Author: Alberto Artasanchez
Publisher: Packt Publishing Ltd
ISBN: 1839216077
Size: 78.44 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 618
View: 1747

Get Book


Artificial Intelligence With Python PDF

by Alberto Artasanchez, Artificial Intelligence With Python Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence With Python books, New edition of the bestselling guide to artificial intelligence with Python, updated to Python 3.x, with seven new chapters that cover RNNs, AI and Big Data, fundamental use cases, chatbots, and more. Key Features Completely updated and revised to Python 3.x New chapters for AI on the cloud, recurrent neural networks, deep learning models, and feature selection and engineering Learn more about deep learning algorithms, machine learning data pipelines, and chatbots Book Description Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications. This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data. Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques. What you will learn Understand what artificial intelligence, machine learning, and data science are Explore the most common artificial intelligence use cases Learn how to build a machine learning pipeline Assimilate the basics of feature selection and feature engineering Identify the differences between supervised and unsupervised learning Discover the most recent advances and tools offered for AI development in the cloud Develop automatic speech recognition systems and chatbots Apply AI algorithms to time series data Who this book is for The intended audience for this book is Python developers who want to build real-world Artificial Intelligence applications. Basic Python programming experience and awareness of machine learning concepts and techniques is mandatory.


Artificial Intelligence With Python

Artificial Intelligence with Python PDF Book Details:
Author: Prateek Joshi
Publisher: Packt Publishing Ltd
ISBN: 1786469677
Size: 17.78 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 446
View: 1542

Get Book


Artificial Intelligence With Python PDF

by Prateek Joshi, Artificial Intelligence With Python Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence With Python books, Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you About This Book Step into the amazing world of intelligent apps using this comprehensive guide Enter the world of Artificial Intelligence, explore it, and create your own applications Work through simple yet insightful examples that will get you up and running with Artificial Intelligence in no time Who This Book Is For This book is for Python developers who want to build real-world Artificial Intelligence applications. This book is friendly to Python beginners, but being familiar with Python would be useful to play around with the code. It will also be useful for experienced Python programmers who are looking to use Artificial Intelligence techniques in their existing technology stacks. What You Will Learn Realize different classification and regression techniques Understand the concept of clustering and how to use it to automatically segment data See how to build an intelligent recommender system Understand logic programming and how to use it Build automatic speech recognition systems Understand the basics of heuristic search and genetic programming Develop games using Artificial Intelligence Learn how reinforcement learning works Discover how to build intelligent applications centered on images, text, and time series data See how to use deep learning algorithms and build applications based on it In Detail Artificial Intelligence is becoming increasingly relevant in the modern world where everything is driven by technology and data. It is used extensively across many fields such as search engines, image recognition, robotics, finance, and so on. We will explore various real-world scenarios in this book and you'll learn about various algorithms that can be used to build Artificial Intelligence applications. During the course of this book, you will find out how to make informed decisions about what algorithms to use in a given context. Starting from the basics of Artificial Intelligence, you will learn how to develop various building blocks using different data mining techniques. You will see how to implement different algorithms to get the best possible results, and will understand how to apply them to real-world scenarios. If you want to add an intelligence layer to any application that's based on images, text, stock market, or some other form of data, this exciting book on Artificial Intelligence will definitely be your guide! Style and approach This highly practical book will show you how to implement Artificial Intelligence. The book provides multiple examples enabling you to create smart applications to meet the needs of your organization. In every chapter, we explain an algorithm, implement it, and then build a smart application.


Artificial Intelligence With Python Cookbook

Artificial Intelligence with Python Cookbook PDF Book Details:
Author: Ben Auffarth
Publisher: Packt Publishing Ltd
ISBN: 1789137969
Size: 42.72 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 468
View: 6615

Get Book


Artificial Intelligence With Python Cookbook PDF

by Ben Auffarth, Artificial Intelligence With Python Cookbook Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence With Python Cookbook books, If you are looking to build next-generation AI solutions for work or even for your pet projects, you’ll find this cookbook useful. With the help of easy-to-follow recipes, this book will take you through the advanced AI and machine learning approaches and algorithms that are required to build smart models for problem-solving.


Artificial Intelligence With Python Heuristic Search

Artificial Intelligence with Python  heuristic Search PDF Book Details:
Author: Prateek Joshi
Publisher:
ISBN:
Size: 37.79 MB
Format: PDF, Mobi
Category :
Languages : en
Pages :
View: 2849

Get Book


Artificial Intelligence With Python Heuristic Search PDF

by Prateek Joshi, Artificial Intelligence With Python Heuristic Search Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence With Python Heuristic Search books, "This course is a go-to guide for the four topics, logic programming, heuristic search, genetic algorithms and building games with AI. It will help you learn to programme with AI. The course will start with the basic puzzles, parsing trees and expression matching. This will be followed by building solutions for region coloring and maze solving. The course also has fun-filled videos on building bots to play Tic-tac-toe, Connect Four and Hexapawn."--Resource description page.


Machine Learning Mit Python Das Praxis Handbuch Fur Data Science Predictive Analytics Und Deep Learning

MACHINE LEARNING MIT PYTHON DAS PRAXIS HANDBUCH FUR DATA SCIENCE  PREDICTIVE ANALYTICS UND DEEP LEARNING  PDF Book Details:
Author: SEBASTIAN RASCHKA.
Publisher:
ISBN: 9783958454231
Size: 68.34 MB
Format: PDF, ePub, Docs
Category :
Languages : de
Pages :
View: 5842

Get Book


Machine Learning Mit Python Das Praxis Handbuch Fur Data Science Predictive Analytics Und Deep Learning PDF

by SEBASTIAN RASCHKA., Machine Learning Mit Python Das Praxis Handbuch Fur Data Science Predictive Analytics Und Deep Learning Books available in PDF, EPUB, Mobi Format. Download Machine Learning Mit Python Das Praxis Handbuch Fur Data Science Predictive Analytics Und Deep Learning books,


Artificial Intelligence With Python Second Edition

Artificial Intelligence with Python   Second Edition PDF Book Details:
Author: Alberto Artasanchez
Publisher:
ISBN:
Size: 25.65 MB
Format: PDF, ePub, Mobi
Category :
Languages : en
Pages : 618
View: 342

Get Book


Artificial Intelligence With Python Second Edition PDF

by Alberto Artasanchez, Artificial Intelligence With Python Second Edition Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence With Python Second Edition books, New edition of the bestselling guide to artificial intelligence with Python, updated to Python 3.x and TensorFlow 2, with seven new chapters that cover RNNs, AI & Big Data, fundamental use cases, chatbots, and more. Key Features Completely updated and revised to Python 3.x and TensorFlow 2 New chapters for AI on the cloud, recurrent neural networks, deep learning models, and feature selection and engineering Learn more about deep learning algorithms, machine learning data pipelines, and chatbots Book Description Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x and TensorFlow 2. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications. This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data. Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques. What you will learn Understand what artificial intelligence, machine learning, and data science are Explore the most common artificial intelligence use cases Learn how to build a machine learning pipeline Assimilate the basics of feature selection and feature engineering Identify the differences between supervised and unsupervised learning Discover the most recent advances and tools offered for AI development in the cloud Develop automatic speech recognition systems and chatbots Apply AI algorithms to time series data Who this book is for The intended audience for this book is Python developers who want to build real-world Artificial Intelligence applications. Basic Python programming experience and awareness of machine learning concepts and techniques is mandatory.


Artificial Intelligence With Python For Dummies

Artificial Intelligence with Python for Dummies PDF Book Details:
Author: Hong M Lei
Publisher:
ISBN:
Size: 27.78 MB
Format: PDF, ePub, Mobi
Category :
Languages : en
Pages : 244
View: 1581

Get Book


Artificial Intelligence With Python For Dummies PDF

by Hong M Lei, Artificial Intelligence With Python For Dummies Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence With Python For Dummies books, Artificial intelligence is the intelligence demonstrated by machines, in contrast to the intelligence displayed by humans.This bookl covers the basic concepts of various fields of artificial intelligence like Artificial Neural Networks, Natural Language Processing, Machine Learning, Deep Learning, Genetic algorithms etc., and its implementation in Python.AudienceThis book will be useful for graduates, post graduates, and research students who either have an interest in this subject or have this subject as a part of their curriculum. The reader can be a beginner or an advanced learner.


Machine Learning With Python

Machine Learning with Python PDF Book Details:
Author: Dan Phillips
Publisher: Double M International Limited
ISBN: 9781914089862
Size: 20.23 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 418
View: 7091

Get Book


Machine Learning With Python PDF

by Dan Phillips, Machine Learning With Python Books available in PDF, EPUB, Mobi Format. Download Machine Learning With Python books, Are you completely new to Python Programming or do you want to expand your knowledge in the incredible world of Machine Learning? If you would like to start Programming or learn about Machine Learning and its algorithms but may seem to be a struggle, don't worry! Thanks to this complete guide with practical projects and examples you will finally solve your problems! These 2 Books in 1 will teach you fundamental and advance information to master the easiest Programming language, Artificial Intelligence, Data Science and Machine Learning. Avoid the main mistakes everybody makes and stop waste your precious time and money in expensive online courses. This is what you will find in this step-by-step guide: Why Python and Machine Learning are a successful combo The secrets of the Machine Learning's Success The Best Trick and practice for Python Programming ... and that's not all! The Importance of Artificial Intelligence nowadays Solutions for Small Businesses Using Data Science The best Algorithms to use ...and much more!!! Take advantage of this Guide and discover this fantastic world! What are you waiting for? Press the Buy-Now button and get started!


Machine Learning With Python

Machine Learning with Python PDF Book Details:
Author: Mark Coding
Publisher: Charlie Creative Lab
ISBN: 9781801153461
Size: 73.19 MB
Format: PDF
Category :
Languages : en
Pages : 134
View: 449

Get Book


Machine Learning With Python PDF

by Mark Coding, Machine Learning With Python Books available in PDF, EPUB, Mobi Format. Download Machine Learning With Python books, Are you tired of taking risks, hoping things will pay off big but you are always worried about the risks? Have you been hearing about some of the buzzwords in the world of business like data science, data analysis, and machine learning, but worry they will be too hard for you to catch onto and learn more about? Are you looking for ways to know more about your industry, what products to release, and how to gain a competitive edge overall, without all of the risks? If this sounds like something you have dealt with, then machine learning for Python is the best option for you! This guidebook is going to dive into all of the parts of this that you need to know right now! Inside, we will explore what machine learning is all about, how to add it into Python, and so many of the algorithms and steps you need to really make all of this a reality for your needs. Inside this guidebook, be prepared to take some of the basics of Python and machine learning, and turn yourself into an expert, someone who knows with certainty that all of your decisions are the right ones, and who has data and information to back them all up. Some of the different topics we will discuss in this guidebook to help make this a reality, and to ensure we can learn and make good predictions, includes: -The basics of machine learning and artificial intelligence. -How to work with Python and machine learning to get started with all the options that work with this topic. -How to work with some of the different Python machine learning algorithms out there for you to choose from. -How to work with a model of machine learning and go through the process of having your computer learn on its own. -More examples of how to work with Python and machine learning together. -The importance of working with neural networks and what all of this can mean to your code. -A look at deep learning and data science that can take your machine learning to the next level. -The steps you need to know to get started with data Preprocessing. -A look at where machine learning and more will be able to help lead us to the future. Working with machine learning for Python is an important topic a lot of businesses are diving into now more than ever. They see the value of working with data science, and what this process can do for them in terms of their success and their sound business decisions. When you are ready to learn how to use machine learning for Python for some of your business and data science needs, make sure to take a look at this guidebook to get started.