Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Google Cloud Digital Leader Certification Guide
  • Table Of Contents Toc
  • Feedback & Rating feedback
Google Cloud Digital Leader Certification Guide

Google Cloud Digital Leader Certification Guide

By : Bruno Beraldo Rodrigues
5 (4)
close
close
Google Cloud Digital Leader Certification Guide

Google Cloud Digital Leader Certification Guide

5 (4)
By: Bruno Beraldo Rodrigues

Overview of this book

To thrive in today's world, leaders and technologists must understand how technology shapes businesses. As organizations shift from self-hosted to cloud-native solutions, embracing serverless systems, strategizing data use, and defining monetization becomes imperative. The Google Cloud Digital Leader Certification Guide lays a solid foundation of industry knowledge, focused on the Google Cloud platform and the innovative ways in which customers leverage its technologies. The book starts by helping you grasp the essence of digital transformation within the Google Cloud context. You’ll then cover core components of the platform, such as infrastructure and application modernization, data innovation, and best practices for environment management and security. With a series of practice exam questions included, this book ensures that you build comprehensive knowledge and prepare to certify as a Google Cloud Digital Leader. Going beyond the exam essentials, you’ll also explore how companies are modernizing infrastructure, data ecosystems, and teams in order to capitalize on new market opportunities through platform expertise, best practices, and real-world scenarios. By the end of this book, you'll have learned everything you need to pass the Google Cloud Digital Leader certification exam and have a reference guide for future requirements.
Table of Contents (21 chapters)
close
close
1
Part 1:Introduction to Digital Transformation with Google Cloud
5
Part 2:Innovating with Data and Google Cloud
9
Part 3:Infrastructure and Platform Modernization
13
Part 4:Understanding Google Cloud Security and Operations
17
Part 5:Practice Exam Questions

Considerations when building AI models

One of the most important adages of the ML space is garbage in, garbage out. This refers to the fact that if you feed a model data that is not representative of production data, the model will likely not be very accurate or useful. This is important to keep in mind as the instinct may be to feed a model as much data as possible to train the best model. However, when you have trained a massive model, it’s not very cost-effective to serve in production. As you can imagine, the more data you feed a model, the more it’ll cost to train and the larger the model will be when it needs to be served in production. Therefore, in the world of ML, although the first iteration of a model may be based on a larger dataset, future iterations will try to strip away data that doesn’t improve the quality of the model to condense the model into its most cost-effective version. This technique is known as feature engineering. Ideally, this model...

Visually different images
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Google Cloud Digital Leader Certification Guide
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon