Items related to Python Machine Learning for Beginners: Data Science...

Python Machine Learning for Beginners: Data Science and Machine Learning with Python.Technology, Principles, and Applications.: 1 (Programming) - Hardcover

 
9781801449816: Python Machine Learning for Beginners: Data Science and Machine Learning with Python.Technology, Principles, and Applications.: 1 (Programming)

Synopsis

Do you Want to learn more about Python Machine Learning ?.... then read on.


Machine learning stems from this question: Can a computer go beyond anything we can order to do and learn by itself to do a specific task? Can a laptop surprise us? Instead of having programmers carefully and manually writing a set of data processing rules, can a computer automatically learn these rules by merely looking at the data?


This question paves the way for a new programming paradigm. In classical programming, on which symbolic artificial intelligence is based, human beings insert rules (the program) and the data to be processed according to these rules and obtain answers. Humans enter data and expected responses based on that data with machine learning, and the computer identifies the practices. These rules can then be applied to other data to produce different, original answers.


A machine learning system is trained and not programmed. He is presented with numerous examples relevant to a given task. In these examples, he finds a statistical structure that ultimately allows him to produce the rules for the task's automation. For example, to automate tagging vacation photographs, many examples of images already tagged by humans could be presented to a machine learning system. The system would be tasked with learning the statistical rules based on associating individual images with specific tags.

Machine learning is closely related to statistics, but it differs from them in many important ways. Unlike statistics, machine learning tends to operate with large and complex datasets (such as a dataset of millions of images, each consisting of tens of thousands of pixels) for which classical statistical analysis such as Bayesian analysis would not be usable. . As a result, machine learning, and especially deep learning, exhibits somewhat limited mathematical theory - sometimes too much - and is more technical than mathematical. It is a practical discipline in which ideas often prove more empirically than theoretical.


In this Book you will learning:


  • What is Data Science and Deep Learning?
  • Data Science and Applications
  • Probability - Fundamental - Statistics
  • Understanding the Fundamentals of iMachine Learning
  • Types of MachineiLearning
  • What is iPython? SettingiUp the Environment in Python
  • K - Nearest Neighbor Algorithms
  • Means Clustering
  • Neural Networks - Linear Classifiers


While most books focus on advanced predictive models, this book begins to explain the basic concepts and how to correctly implement Data Science and Machine Learning, with practical examples and simple coding scripts.


This guide provides the necessary knowledge in a practical way. You will learn the steps of Machine Learning, how to implement them in Python, and the most important applications in the real world.


Would you like to know more?

Download the Book, Python Machine Learning.

Scroll to the top of the page and click the "Buy now" button to get your copy now.


"synopsis" may belong to another edition of this title.

Buy Used

Condition: Fine
Zustand: Sehr gut | Seiten: 138...
View this item

£ 7.78 shipping from Germany to United Kingdom

Destination, rates & speeds

Other Popular Editions of the Same Title

9781801204392: Python Machine Learning for Beginners: Data Science and Machine Learning with Python.Technology, Principles, and Applications.: 1 (Programming)

Featured Edition

ISBN 10:  180120439X ISBN 13:  9781801204392
Publisher: Tony Tor, 2020
Softcover

Search results for Python Machine Learning for Beginners: Data Science...

Stock Image

Peter Treu
Published by LIGHTNING SOURCE INC, 2020
ISBN 10: 1801449813 ISBN 13: 9781801449816
Used Hardcover

Seller: Buchpark, Trebbin, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Sehr gut. Zustand: Sehr gut | Seiten: 138 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 37057926/2

Contact seller

Buy Used

£ 18.18
Convert currency
Shipping: £ 7.78
From Germany to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket