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Mlops Books
Showing 1-50 of 61
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps (Paperback)
by (shelved 10 times as mlops)
avg rating 4.16 — 289 ratings — published
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 8 times as mlops)
avg rating 4.45 — 1,079 ratings — published 2022
Introducing MLOps: How to Scale Machine Learning in the Enterprise (Paperback)
by (shelved 7 times as mlops)
avg rating 3.46 — 136 ratings — published
Practical MLOps: Operationalizing Machine Learning Models (Paperback)
by (shelved 6 times as mlops)
avg rating 3.25 — 56 ratings — published
Building Machine Learning Powered Applications: Going from Idea to Product (Paperback)
by (shelved 5 times as mlops)
avg rating 4.22 — 149 ratings — published
AI Engineering: Building Applications with Foundation Models (Paperback)
by (shelved 4 times as mlops)
avg rating 4.41 — 1,007 ratings — published
Reliable Machine Learning: Applying SRE Principles to ML in Production (Paperback)
by (shelved 3 times as mlops)
avg rating 3.64 — 33 ratings — published
Effective Data Science Infrastructure: How to make data scientists productive (Paperback)
by (shelved 3 times as mlops)
avg rating 4.36 — 36 ratings — published
Machine Learning Engineering in Action (Kindle Edition)
by (shelved 3 times as mlops)
avg rating 4.39 — 18 ratings — published
Building Machine Learning Pipelines: Automating Model Life Cycles with TensorFlow (Paperback)
by (shelved 3 times as mlops)
avg rating 3.50 — 36 ratings — published
Kubeflow for Machine Learning: From Lab to Production (Paperback)
by (shelved 3 times as mlops)
avg rating 3.38 — 21 ratings — published
Designing Data-Intensive Applications (ebook)
by (shelved 3 times as mlops)
avg rating 4.70 — 10,773 ratings — published 2015
Shipping Machine Learning Systems: A Practical Guide to Building, Deploying, and Scaling in Production (Paperback)
by (shelved 2 times as mlops)
avg rating 4.67 — 3 ratings — published
Machine Learning System Design: With end-to-end examples (Hardcover)
by (shelved 2 times as mlops)
avg rating 4.42 — 24 ratings — published
Implementing MLOps in the Enterprise: A Production-First Approach (Paperback)
by (shelved 2 times as mlops)
avg rating 4.00 — 9 ratings — published
Machine Learning Engineering with Python: Manage the lifecycle of machine learning models using MLOps with practical examples (Kindle Edition)
by (shelved 2 times as mlops)
avg rating 4.15 — 13 ratings — published
Distributed Machine Learning Patterns (Paperback)
by (shelved 2 times as mlops)
avg rating 4.07 — 14 ratings — published
MLOps Engineering at Scale (Kindle Edition)
by (shelved 2 times as mlops)
avg rating 3.17 — 6 ratings — published
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples (Paperback)
by (shelved 2 times as mlops)
avg rating 3.71 — 7 ratings — published
Data Science in Production: Building Scalable Model Pipelines with Python (Kindle Edition)
by (shelved 2 times as mlops)
avg rating 4.18 — 17 ratings — published
Beginning MLOps with MLFlow: Deploy Models in AWS SageMaker, Google Cloud, and Microsoft Azure (Paperback)
by (shelved 2 times as mlops)
avg rating 3.43 — 7 ratings — published
Docker Deep Dive: Zero to Docker in a single book (Kindle Edition)
by (shelved 1 time as mlops)
avg rating 4.24 — 830 ratings — published 2017
PRODUCTION READY DATA SCIENCE: From Prototyping to Production with Python (Kindle Edition)
by (shelved 1 time as mlops)
avg rating 5.00 — 1 rating — published
LLM Engineer's Handbook: Master the art of engineering large language models from concept to production (Kindle Edition)
by (shelved 1 time as mlops)
avg rating 3.89 — 61 ratings — published
Optimizing Generative AI Workloads for Sustainability: Balancing Performance and Environmental Impact in Generative AI (Kindle Edition)
by (shelved 1 time as mlops)
avg rating 1.00 — 1 rating — published
Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit (Paperback)
by (shelved 1 time as mlops)
avg rating 4.10 — 570 ratings — published 2009
Pragmatic AI: An Introduction to Cloud-Based Machine Learning (Addison Wesley Data & Analytics)
by (shelved 1 time as mlops)
avg rating 3.90 — 29 ratings — published
RAG-Driven Generative AI: Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone (Paperback)
by (shelved 1 time as mlops)
avg rating 3.65 — 23 ratings — published
The KCNA Book: Kubernetes and Cloud Native Associate (Mastering Kubernetes Book 3)
by (shelved 1 time as mlops)
avg rating 4.50 — 22 ratings — published
The AI Playbook: Mastering the Rare Art of Machine Learning Deployment (Hardcover)
by (shelved 1 time as mlops)
avg rating 4.00 — 123 ratings — published
Quick Start Kubernetes (Kindle Edition)
by (shelved 1 time as mlops)
avg rating 4.51 — 99 ratings — published
Practical Machine Learning on Databricks: Seamlessly transition ML models and MLOps on Databricks (Kindle Edition)
by (shelved 1 time as mlops)
avg rating 4.00 — 5 ratings — published
Mining of Massive Datasets (Hardcover)
by (shelved 1 time as mlops)
avg rating 4.34 — 252 ratings — published 2011
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning (Paperback)
by (shelved 1 time as mlops)
avg rating 4.44 — 9 ratings — published
Cost-Effective Data Pipelines: Balancing Trade-Offs When Developing Pipelines in the Cloud (Paperback)
by (shelved 1 time as mlops)
avg rating 4.00 — 8 ratings — published
Scaling Machine Learning with Spark: Distributed ML with MLlib, TensorFlow, and PyTorch (Paperback)
by (shelved 1 time as mlops)
avg rating 4.50 — 10 ratings — published
Not with a Bug, But with a Sticker: Attacks on Machine Learning Systems and What To Do About Them (Hardcover)
by (shelved 1 time as mlops)
avg rating 4.33 — 70 ratings — published
Foundations for Architecting Data Solutions: Managing Successful Data Projects (Paperback)
by (shelved 1 time as mlops)
avg rating 2.95 — 63 ratings — published
The Kubernetes Book (Paperback)
by (shelved 1 time as mlops)
avg rating 4.18 — 66 ratings — published
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark (Paperback)
by (shelved 1 time as mlops)
avg rating 3.54 — 52 ratings — published
Data Quality Fundamentals (Unknown Binding)
by (shelved 1 time as mlops)
avg rating 3.70 — 61 ratings — published 2022
Deep Learning in Production (Paperback)
by (shelved 1 time as mlops)
avg rating 4.44 — 16 ratings — published
Data Pipelines Pocket Reference: Moving and Processing Data for Analytics (Paperback)
by (shelved 1 time as mlops)
avg rating 3.78 — 241 ratings — published
Practical Dataops: Delivering Agile Data Science at Scale (Paperback)
by (shelved 1 time as mlops)
avg rating 3.63 — 27 ratings — published
Tutorial of a Deployment of a Web app by Python and Streamlit for a Data Scientist (Kindle Edition)
by (shelved 1 time as mlops)
avg rating 1.00 — 1 rating — published
Fundamentals of Data Engineering: Plan and Build Robust Data Systems (Paperback)
by (shelved 1 time as mlops)
avg rating 4.16 — 945 ratings — published 2022
Kubeflow in Action: End-to-End Machine Learning (Paperback)
by (shelved 1 time as mlops)
avg rating 0.0 — 0 ratings — published
