menu
Daily Bits Email

The email you entered is already receiving Daily Bits Emails!

Evaluating Machine Learning ModelsDiscount

Evaluating Machine Learning Models

A beginner’s guide to key concepts and pitfalls.

$0.00

Data science today is a lot like the Wild West: there’s endless opportunity and excitement, but also a lot of chaos and confusion. If you’re new to data science and applied machine learning, evaluating a machine-learning model can seem pretty overwhelming. Now you have help. With this O’Reilly report, machine-learning expert Alice Zheng takes you through the model evaluation basics.

In this overview, Zheng first introduces the machine-learning workflow, and then dives into evaluation metrics and model selection. The latter half of the report focuses on hyperparameter tuning and A/B testing, which may benefit more seasoned machine-learning practitioners.

    With this report, you will:
  • Learn the stages involved when developing a machine-learning model for use in a software application
  • Understand the metrics used for supervised learning models, including classification, regression, and ranking
  • Walk through evaluation mechanisms, such as hold out validation, cross-validation, and bootstrapping
  • Explore hyperparameter tuning in detail, and discover why it’s so difficult
  • Learn the pitfalls of A/B testing, and examine a promising alternative: multi-armed bandits
  • Get suggestions for further reading, as well as useful software packages

Review Written by Constantin Florea

Frequently Bought Together

If you love this, you might also like...

Intro to eCommerce - The Fundamentals (Mac & PC) Discount
Mac & PC
Intro to eCommerce - The Fundamentals
If you’re thinking about starting an online business, don’t wait- Just start.
Kali 101 - FREE Video Training Course (a $19 value!) (Mac & PC) Discount
Mac & PC
Kali 101 - FREE Video Training Course (a $19 value!)
By the end of this course you will be able to have a fully functioning distribution Kali running on your machine.
100
The Conversation
The Fine Print
  • Your discount coupon code will be applied to your purchase when you click the 'Buy Now' button.
  • BitsDuJour downloads use a discount coupon code that comes direct from the software vendor, so you'll always get the latest version of the software app sold under the same terms as a regular sale, just at a great promotional price.
  • Prices do not necessarily include taxes, which will vary by country.

On BitsDuJour Today

ABBYY FineReader PDF Standard & ABBYY FineReader PDF for Mac (Mac & PC) Discount
Mac & PC
ABBYY FineReader PDF Standard & ABBYY FineReader PDF for Mac
Amazing OCR and PDF Management in One App
50
UPDF PDF Editor (Mac & PC) Discount
Mac & PC
UPDF PDF Editor
Easily View, Edit, Annotate, and Convert PDF Documents
47
Aurora 3D Text & Logo Maker (Mac & PC) Discount
Mac & PC
Aurora 3D Text & Logo Maker
Quickly Create Three-Dimensional Images
40
Sticky Password Premium (Mac & PC) Discount
Mac & PC
Sticky Password Premium
Never forget a password again.
100

eBook Deals

How to Master the Art of LinkedIn InMail Prospecting (Mac & PC) Discount
Mac & PC
How to Master the Art of LinkedIn InMail Prospecting
Learn how to improve your LinkedIn Inmail prospecting skills with this practical guide, complete with real-life examples.
What is Data Science? (Mac & PC) Discount
Mac & PC
What is Data Science?
This report examines the many sides of data science -- the technologies, the companies, and the unique skill sets.
How to Beat the Big Dogs at the Software Game (PC) Discount
for PC
How to Beat the Big Dogs at the Software Game
How to Compete and Succeed in the Software Industry!
Workshop in a Box: Communication Skills for IT Professionals (Valued at $19.99) (Mac & PC) Discount
Mac & PC
Workshop in a Box: Communication Skills for IT Professionals (Valued at $19.99)
Unlock the secrets of effective communication to transform the way you interact and solve problems with your team, and maximize the value of your IT skills.
Instagram - From a Button to a Community (Mac & PC) Discount
Mac & PC
Instagram - From a Button to a Community
Take a look at Instagram and why you should be using it.
Like BitsDuJour on Facebook
BitsDuJour is for People who Love Software
Every day we review great Mac & PC apps, and get you discounts up to 100%
© Copyright 2022 BitsDuJour LLC. Code & Design. All Rights Reserved. Privacy Policy