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Books
Database design theory

Database design theory Books

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Designing Data-Intensive Applications: Big Ideas Behind Reliable, Scalable, and Maintainable Systems

Designing Data-Intensive...

Martin Kleppmann
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Unlocking Data with Generative AI and RAG: Enhance Generative AI systems by integrating internal data with Large Language Models using RAG

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Keith Bourne, Shahul Es (Foreword by)
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Data Engineering with Databricks Cookbook: Build effective data and AI solutions using Apache Spark, Databricks, and Delta Lake

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Pulkit Chadha
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Data Governance Handbook: A practical approach to building trust in data

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Wendy S. Batchelder
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Managing Data as a Product: Design and build data-product-centered socio-technical architectures

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Andrea Gioia, Giulio Scotti (Foreword by)
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Learn Microsoft Fabric: A practical guide to performing data analytics in the era of artificial intelligence

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Arshad Ali, Bradley Schacht
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Cleaning Data for Effective Data Science: Doing the other 80% of the work with Python, R, and command-line tools

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David Mertz
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Responsible AI in the Enterprise: Practical AI risk management for explainable, auditable, and safe models with hyperscalers and Azure OpenAI

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Adnan Masood, Ph.D., Heather Dawe
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Python Data Cleaning Cookbook: Prepare your data for analysis with pandas, NumPy, Matplotlib, scikit-learn, and OpenAI

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Michael Walker
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Vector Search for Practitioners with Elastic: A toolkit for building NLP solutions for search, observability, and security using vector search

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Bahaaldine Azarmi, Jeff Vestal
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Cracking the Data Engineering Interview: Land your dream job with the help of resume-building tips, over 100 mock questions, and a unique portfolio

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Kedeisha Bryan, Taamir Ransome
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Data Modeling with Microsoft Excel: Model and analyze data using Power Pivot, DAX, and Cube functions

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Bernard Obeng Boateng, Michael Olafusi (Foreword by)
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MongoDB: The Definitive Guide 3e: Powerful and Scalable Data Storage

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Shannon Bradshaw, Eoin Brazil
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Time Series Analysis with Python Cookbook: Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation

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Tarek A. Atwan
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Data Modeling with Microsoft Power BI: Self-Service and Enterprise Data Warehouse with Power BI

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Markus Enhrenmueller-Jensen
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Data Engineering with AWS: Acquire the skills to design and build AWS-based data transformation pipelines like a pro

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Gareth Eagar
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Data Engineering Best Practices: Architect robust and cost-effective data solutions in the cloud era

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Richard J. Schiller, David Larochelle
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Engineering MLOps: Rapidly build, test, and manage production-ready machine learning life cycles at scale on Azure

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Emmanuel Raj
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Geospatial Data Science Quick Start Guide: Effective techniques for performing smarter geospatial analysis using location intelligence

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Abdishakur Hassan, Jayakrishnan Vijayaraghavan
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Python Feature Engineering Cookbook: A complete guide to crafting powerful features for your machine learning models

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Soledad Galli, Christoph Molnar (Foreword by)
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Agile Data Warehouse Design: Collaborative Dimensional Modeling, from Whiteboard to Star Schema

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Lawrence Corr, Jim Stagnitto
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The Ultimate Guide to Snowpark: Design and deploy Snowflake Snowpark with Python for efficient data workloads

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Shankar Narayanan SGS, Vivekanandan SS
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Database Design and Modeling with PostgreSQL and MySQL: Build efficient and scalable databases for modern applications using open source databases

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Alkin Tezuysal, Ibrar Ahmed
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Google Machine Learning and Generative AI for Solutions Architects: Build efficient and scalable AI/ML solutions on Google Cloud

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Kieran Kavanagh, Priyanka Vergadia (Foreword by)
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