{"product_id":"hands-on-aiops-best-practices-guide-to-implementing-aiops-9781484282663","title":"Hands-On Aiops: Best Practices Guide to Implementing Aiops","description":"\u003cp\u003eWelcome 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.\u003c\/p\u003e\u003cp\u003eThe book begins with an overview of AIOps, covering its relevance and benefits in the current IT operations landscape. The authors discuss the evolution of AIOps, its architecture, technologies, AIOps challenges, and various practical use cases to efficiently implement AIOps and continuously improve it. The book provides detailed guidance on the role of AIOps in site reliability engineering (SRE) and DevOps models and explains how AIOps enables key SRE principles. \u003c\/p\u003e \u003cp\u003eThe book provides ready-to-use best practices for implementing AIOps in an enterprise. Each component of AIOps and ML using Python code and templates is explained and shows how ML can be used to deliver AIOps use cases for IT operations.\u003cbr\u003e\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cp\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eKnow what AIOps is and the technologies involved\u003c\/li\u003e \u003cli\u003eUnderstand AIOps relevance through use cases\u003c\/li\u003e \u003cli\u003eUnderstand AIOps enablement in SRE and DevOps\u003c\/li\u003e \u003cli\u003eUnderstand AI and ML technologies and algorithms\u003c\/li\u003e\n\u003cli\u003eUse algorithms to implement AIOps use cases\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse best practices and processes to set up AIOps practices in an enterprise\u003c\/li\u003e \u003cli\u003eKnow the fundamentals of ML and deep learning\u003c\/li\u003e \u003cli\u003eStudy a hands-on use case on de-duplication in AIOps\u003c\/li\u003e \u003cli\u003eUse regression techniques for automated baselining\u003c\/li\u003e\n\u003cli\u003eUse anomaly detection techniques in AIOps\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cb\u003eWho This Book is For\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eAIOps enthusiasts, monitoring and management consultants, observability engineers, site reliability engineers, infrastructure architects, cloud monitoring consultants, service management experts, DevOps architects, DevOps engineers, and DevSecOps experts\u003c\/p\u003e\u003cbr\u003e \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/21\/2022\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484282663\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 243\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.84lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.56d","brand":"Navin Sabharwal, Gaurav Bhardwaj","offers":[{"title":"Default Title","offer_id":42487234101429,"sku":"9781484282663","price":38.24,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_385d4584-5df9-463f-9213-b25ec7b81ba8.jpg?v=1667314423","url":"https:\/\/pastforward.org\/products\/hands-on-aiops-best-practices-guide-to-implementing-aiops-9781484282663","provider":"Past Forward","version":"1.0","type":"link"}