Welcome to your hands-on guide to artificial intelligence for IT operations (AIOps). This book provides in-depth coverage, including operations and technical aspects. The fundamentals of machine learning (ML) and artificial intelligence (AI) that form the core of AIOps are explained as well as the implementation of multiple AIOps uses cases using ML algorithms.
The book begins with an overview of AIOps, covering its relevance and benefits in the current IT operations la...
Design and deploy an operator for personal use and public distribution and get to grips with writing, packaging, and distributing a basic operator for a Kubernetes cluster
Key Features
Develop a holistic understanding of operators and the Operator Framework
Learn to design and develop your own operators as per industry standards
Find out how to implement best practices and troubleshoot Kubernetes operators
Book Description
From incomplete collections of kno...
What will you learn from this book?
Many people who use Git rely on “recipes”–basic copy-paste commands–without understanding how this version control system actually works. But what do you do if you find yourself in a tight spot? You can’t simply wing it. With this unique hands-on guide, you’ll learn valuable ways to use Git in many different situations. Raju Gandhi peels back the layers to reveal the simple yet powerful engine that powers Git, with activities that hel...
Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.
This book is designed so that you can focus on the parts you are interested in. You will explore topics as regularization, optimizers, optimization, metric analysis, and hyper-parameter tuning. In addi...
Automated Machine Learning in Action teaches you to automate selecting the best machine learning models or data preparation methods for your own machine learning tasks, so your pipelines tune themselves without needing constant input.
Optimize every stage of your machine learning pipelines with powerful automation components and cutting-edge tools like AutoKeras and Keras Tuner. Automated Machine Learning in Action, filled with hands-on examples and written in an access...
With so much artificial intelligence (AI) in the headlines, it is no surprise that businesses are scrambling to exploit this exciting and transformative technology. Clearly, those who are the first to deliver business-relevant AI will gain significant advantage.
However, there is a problem! Our perception of AI success in society is primarily based on our experiences with consumer applications from the big web companies. The adoption of AI in the enterprise has been slo...
This book bridges the gap between the theory of mathematical finance and the practical applications of these concepts for derivative pricing and portfolio management. The book provides students with a very hands-on, rigorous introduction to foundational topics in quant finance.
Author: Chris Kelliher
Length: 664 pages
Edition: 1
Language: English
Publisher: Chapman & Hall
Publication Date: 2022-05-20
ISBN-10: 1032014431
ISBN-13: 9781032014432
[downlo...
For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That’s where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don’t have the time (or expertise) to resolve MySQL problems from scratch.
In this updated fourth edition, author...
Whether you are brand new to the world of digital experiences on the Salesforce platform or you are looking to take your Experience Cloud (previously “Community Cloud”) knowledge to the next level, this detailed guide will help you build and manage a Salesforce site by leveraging the declarative power of the platform with clicks, not code.
Each Salesforce site/community is a part of a widespread ecosystem, with thousands of sites and millions of users active today on Ex...
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