My books are focused on the sensible concern of utilized machine learning. Specifically, how algorithms function and the way to use them correctly with modern-day open source equipment.
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The fundamentals of convolutional neural networks needed to utilize them in apply which include their framework and Finding out process.
The application of convolutional neural networks to textual content facts and how to make use of them to predict the sentiment of Film testimonials in the textual content alone.
When you've got misplaced your .zip download, you can contact me and I'm able to send an current purchase receipt electronic mail with a url to down load your offer.
My e-commerce technique is just not quite innovative. It cannot aid advertisement-hoc bundles of guides or perhaps the a la carte ordering of publications.
Apparent descriptions to help you have an understanding of imbalanced classification algorithms for utilized device Finding out.
They've no deep explanations of concept, just Functioning examples that are laser-focused on the data that you have to know to convey device Studying towards your project.
When you buy a book from my Web-site and later on overview your lender statement, it can be done that you may see an additional smaller demand of a few dollars.
I stand driving my textbooks. They comprise my best information on a selected equipment Studying topic, and each guide as been go through, analyzed and utilized by tens of Many audience.
Aspect two: Model Evaluation. Uncover the failure of classification accuracy for skewed class distributions and alternate functionality metrics such as precision-remember, area below click reference ROC curves and likelihood scoring procedures.
The textbooks give a a lot more effortless packaging of the material, like resource code, datasets and PDF structure. They also contain updates For brand new APIs, new chapters, bug and typo correcting, and direct use of me for many of the assistance and help I can provide.
I want you To place the material into observe. I have found that textual content-based mostly tutorials are one of the simplest ways of acquiring this. With textual content-primarily based tutorials it's essential to examine, put into action and operate the code.
A classification challenge could be a little skewed, including if there is a slight imbalance. Alternatively, the classification difficulty could possibly have a critical imbalance where by there may be hundreds or A huge number of illustrations in a single course and tens of illustrations in One more course this link for your supplied teaching dataset.