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Sinopsis
NOTICE: To buy the newest edition of this book (2021), please search "Machine Learning Absolute Beginners Third Edition" on Amazon. The product page you are currently viewing is for the First Edition (2017) of the book.
Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add 'Machine Learning' to your LinkedIn profile?
Well, hold on there...
Before you embark on your epic journey into the world of machine learning, there is some basic theory to march through first.
But rather than spend $30-$50 USD on a dense long textbook, you may want to read this book first. As a clear and concise alternative to a textbook, this book offers a practical and high-level introduction to machine learning.
Machine Learning for Absolute Beginners has been written and designed for absolute beginners. This means plain English explanations and no coding experience required. Where core algorithms are introduced, clear explanations and visual examples are added to make it easy and engaging to follow along at home.
This title opens with a general introduction to machine learning from a macro level. The second half of the book is more practical and dives into introducing specific algorithms applied in machine learning, including their pros and cons. At the end of the book, I share insights and advice on further learning and careers in this space.
Disclaimer: If you have passed the 'beginner' stage in your study of machine learning and are ready to tackle deep learning and Scikit-learn, you would be well served with a long-format textbook. If, however, you are yet to reach that Lion King moment - as a fully grown Simba looking over the Pride Lands of Africa - then this is the book to gently hoist you up and offer you a clear lay of the land.
In this step-by-step guide you will learn:
• The very basics of Machine Learning that all beginners need to master• Decision Trees for visually mapping and classifying decision processes
• Regression Analysis to create trend lines and predict trends
• Data Reduction to cut through the noise
• k-means and k-nearest Neighbor (k-nn) Clustering to discover new data • Bias/Variance to optimize your machine learning model
• How to build your first machine learning model to predict video game sales using Python
• Careers in the field
Add the Kindle version of this book (valued at $3.99 USD) to your Amazon Kindle library free at no extra cost.
"Sinopsis" puede pertenecer a otra edición de este libro.
Reseña del editor
Please note the second edition of this title with updated content is now available on Amazon.
Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add 'Machine Learning' to your LinkedIn profile?
Well, hold on there...
Before you embark on your epic journey into the world of machine learning, there is basic theory to march through first.
But rather than spend $30-$50 USD on a dense long textbook, you may want to read this book first. As a clear and concise alternative to a textbook, this book offers a practical and high-level introduction to machine learning.
Machine Learning for Absolute Beginners has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required. Where core algorithms are introduced, clear explanations and visual examples are added to make it easy and engaging to follow along at home.
This title opens with a general introduction to machine learning from a macro level. The second half of the book is more practical and dives into introducing specific algorithms applied in machine learning, including their pros and cons. At the end of the book, I share insights and advice on further learning and careers in this space.
Disclaimer: If you have passed the 'beginner' stage in your study of machine learning and are ready to tackle deep learning and Scikit-learn, you would be well served with a long-format textbook. If, however, you are yet to reach that Lion King moment - as a fully grown Simba looking over the Pride Lands of Africa - then this is the book to gently hoist you up and offer you a clear lay of the land.
In this step-by-step guide you will learn:
- The very basics of Machine Learning that all beginners need to master- Association Analysis used in the retail and E-commerce space
- Recommender Systems as you've seen online, including Amazon
- Decision Trees for visually mapping and classifying decision processes
- Regression Analysis to create trend lines and predict trends
- Data Reduction and Principle Component Analysis to cut through the noise
- k-means and k-nearest Neighbor (k-nn) Clustering to discover new data groupings
- Introduction to Deep Learning/Neural Networks
- Bias/Variance to optimize your machine learning model
- How to build your first machine learning model to predict video game sales using Python
- Careers in the field
Please also note that under Amazon’s Matchbook program, the purchaser of this book can add the Kindle version of this title (valued at $3.99 USD) to their Amazon Kindle library at no cost.
"Sobre este título" puede pertenecer a otra edición de este libro.
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Machine Learning for Absolute Beginners: A Plain English Introduction
Publicado por
Independently Published, 2017
ISBN 10: 152095140X
ISBN 13: 9781520951409
Antiguo o usado
Paperback
Librería: ThriftBooks-Reno, Reno, NV, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 0.15. Nº de ref. del artículo: G152095140XI4N00
Cantidad disponible: 1 disponibles
Imagen de archivo
Machine Learning for Absolute Beginners: A Plain English Introduction
Publicado por
Independently Published, 2017
ISBN 10: 152095140X
ISBN 13: 9781520951409
Antiguo o usado
Paperback
Librería: ThriftBooks-Atlanta, AUSTELL, GA, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 0.15. Nº de ref. del artículo: G152095140XI4N00
Cantidad disponible: 1 disponibles
Imagen de archivo
Machine Learning for Absolute Beginners: A Plain English Introduction
Publicado por
Independently Published, 2017
ISBN 10: 152095140X
ISBN 13: 9781520951409
Antiguo o usado
Paperback
Librería: ThriftBooks-Dallas, Dallas, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 0.15. Nº de ref. del artículo: G152095140XI4N00
Cantidad disponible: 1 disponibles
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Machine Learning for Absolute
Publicado por
Independently published, 2017
ISBN 10: 152095140X
ISBN 13: 9781520951409
Antiguo o usado
Tapa blanda
Librería: SecondSale, Montgomery, IL, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Nº de ref. del artículo: 00088677009
Cantidad disponible: 1 disponibles
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Machine Learning for Absolute Beginners
Publicado por
Independently Published, 2017
ISBN 10: 152095140X
ISBN 13: 9781520951409
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Tapa blanda
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 596202275
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Imagen de archivo
Machine Learning for Absolute Beginners: A Plain English Introduction
Publicado por
Independently published, 2017
ISBN 10: 152095140X
ISBN 13: 9781520951409
Antiguo o usado
Paperback
Librería: HPB-Ruby, Dallas, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! Nº de ref. del artículo: S_437256927
Cantidad disponible: 1 disponibles