Machine Learning for Absolute Beginners: A Plain English Introduction
Langue : anglais
Edité par Independently Published, 2017
- Livre broché
- Occasion
Vendeur : World of Books (was SecondSale), Montgomery, IL, Etats-UnisWorld of Books (was SecondSale)
Vendeur AbeBooks depuis 20 décembre 2007
Etat: Occasion - Assez bon
EUR 6,36
Quantité disponible : 1 disponible
Ajouter au panierA propos de cet article
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 fieldAdd the Kindle version of this book (valued at $3.99 USD) to your Amazon Kindle library free at no extra cost.…
N° de réf. du vendeur 00107063436
- Titre
- Machine Learning for Absolute Beginners: A Plain English Introduction
- Auteur
- Oliver Theobald
- Éditeur
- Independently Published
- Année de publication
- 2017
- État de l'article
- Very Good
- Reliure
- Paperback
- Langue
- anglais
- ISBN à 10 chiffres
- 152095140X
- ISBN à 13 chiffres
- 9781520951409
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.
« Synopsis » peut appartenir à une autre édition de cet ouvrage.
Présentation de l'éditeur
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.
« A propos de ce titre » peut appartenir à une autre édition de cet ouvrage.
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