Download 674-page PDF >> Introduction to Machine Learning (textbook on foundations, algorithms, and techniques): http://
arxiv.org/abs/2409.02668
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#ML #AI #Mathematics #DataScience
@kirkdborne
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Free Textbook Introduces Machine Learning Foundations, Algorithms and Techniques
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Azure Machine Learning Guide Covers Deployment and Fine-Tuning
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Microsoft Azure books… (1) Machine Learning Engineering — Deploy, fine-tune, & optimize ML models: http://
amzn.to/3StMF4E (2) Cloud Computing & Development Fundamentals: http://
amzn.to/4dS3jn2
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#AI #DataScience #DataScientist #MLOps #DataEngineering #DataEngineer -
A Python Guide Uses Data-Centric Methods to Improve ML Models
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Data-Centric Machine Learning with Python: The ultimate guide to engineering & deploying high-quality models based on good data http://
amzn.to/3UC1R0Q (with Foreword by me)
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A Guide Covers Serving and Monitoring Production ML Models
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Machine Learning Model-Serving Patterns & Best Practices — Definitive guide to deploying, monitoring, & providing accessibility to ML models in production: http://
amzn.to/3vNwKoT
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#DataScience #DataScientist #MLOps #CDO #DataEngineering -
A Design Guide Covers Data Engineering for LLM Platforms
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Designing Modern Data Systems: Decision-Focused Software Architecture for Data Engineering, System Design, and Large Language Model Platforms Available at http://
amzn.to/4dNcZRV -
LlamaIndex Guide Covers RAG Pipelines and Agent Workflows
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Build Data-Driven Applications with LlamaIndex — Practical guide to RAG pipelines, agentic workflows, and production AI deployment [2nd Edition]: https://
amzn.to/4zhNsZR via @PacktDataML @PacktPublishing -
Python Automation Recipes Cover MCP Integration and AI Workflows
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Python Automation Cookbook — 100+ new and updated recipes for scalable workflows, MCP integrations, and AI-powered automation: https://
amzn.to/4zc2WOL via @PacktDataML @PacktPublishing -
An Angular Guide Integrates Gemini Multimodal Models Into Apps
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Build AI-Powered Apps with Angular — Hands-on guide to creating agentic Angular apps with Google AI and Gemini models: https://
amzn.to/4xvSK1Q via @PacktDataML What you will learn:
• Integrate LLMs and Gemini multimodal AI into Angular
• Build dynamic text generation and -
A Guide Explains Production Architecture for LLM Applications
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System Design for the LLM Era — Patterns and principles for production-grade AI architecture: https://
amzn.to/4fQXFEU -
A DevOps Guide Uses Agents for CI/CD and Infrastructure Workflows
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New Release from @PacktPublishing @PacktDataML Agentic AI for DevOps Engineers — Build autonomous CI/CD, infrastructure, and operations workflows Get the expert insight at https://
amzn.to/4wnK4d9