A Primer to the 42 Most commonly used Machine Learning Algorithms (With Code Samples)
$7.99
Minimum price
$9.99
Suggested price

A Primer to the 42 Most commonly used Machine Learning Algorithms (With Code Samples)

About the Book

This book introduces you to the 42 most commonly used machine learning algorithms in an understandable way. Each algorithm is also demonstrated with a simple code example in Python.

The paperback is available on Amazon: A Primer to the 42 Most commonly used Machine Learning Algorithms (With Code Samples)

Table of Contents

The following algorithms are covered in this book: •    ADABOOST •    ADAM OPTIMIZATION •    AGGLOMERATIVE CLUSTERING •    ARMA/ARIMA MODEL •    BERT •    CONVOLUTIONAL NEURAL NETWORK •    DBSCAN •    DECISION TREE •    DEEP Q-LEARNING •    EFFICIENTNET •    FACTOR ANALYSIS OF CORRESPONDENCES •    GAN •    GMM •    GPT-3 •    GRADIENT BOOSTING MACHINE •    GRADIENT DESCENT •    GRAPH NEURAL NETWORKS •    HIERARCHICAL CLUSTERING •    HIDDEN MARKOV MODEL (HMM) •    INDEPENDENT COMPONENT ANALYSIS •    ISOLATION FOREST •    K-MEANS •    K-NEAREST NEIGHBOUR •    LINEAR REGRESSION •    LOGISTIC REGRESSION •    LSTM •    MEAN SHIFT •    MOBILENET •    MONTE CARLO ALGORITHM •    MULTIMODAL PARALLEL NETWORK •    NAIVE BAYES CLASSIFIERS •    PROXIMAL POLICY OPTIMIZATION •    PRINCIPAL COMPONENT ANALYSIS •    Q-LEARNING •    RANDOM FORESTS •    RECURRENT NEURAL NETWORK •    RESNET •    SPATIAL TEMPORAL GRAPH CONVOLUTIONAL NETWORKS •    STOCHASTIC GRADIENT DESCENT •    SUPPORT VECTOR MACHINE •    WAVENET •    XGBOOST

The Leanpub 60 Day 100% Happiness Guarantee

Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.

Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.

You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!

So, there's no reason not to click the Add to Cart button, is there?

See full terms...

Earn $8 on a $10 Purchase, and $16 on a $20 Purchase

We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.

(Yes, some authors have already earned much more than that on Leanpub.)

In fact, authors have earnedover $13 millionwriting, publishing and selling on Leanpub.

Learn more about writing on Leanpub

Free Updates. DRM Free.

If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).

Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.

Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.

Learn more about Leanpub's ebook formats and where to read them

Write and Publish on Leanpub

You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!

Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.

Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.

Learn more about writing on Leanpub