Causal inference in python

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through ca...

Data engineering design patterns

Data projects are an intrinsic part of an organization's technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including...

Data science from scratch

Data visualization with microsoft power bi

The first book that delivers data viz best practices precisely for Power BI This practical guide shows how to quickly create visualizations and build savvy dashboards, with 25 chapters that explore different chart types plus 40 visuals from the AppSource gallery, from default to advanced, all ove...

Database internals

Databricks certified data engineer associate study guide

Designing data-intensive applications

Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data war...

Fundamentals of data engineering

Hands-on machine learning with scikit-learn, keras, and tensorflow

Head first algorithms and data structures

What will you learn from this book? Successful software engineers all have this in common: They're fluent in the language of algorithms and data structures. Head First Algorithms and Data Structures is your gateway to becoming a part of this dynamic world. Guided by the expert insights of Eric Fr...

Head first sql

What will you learn from this book? Do you have an abundance of data but don't know how to make sense of it? Do you want to gain useful insights from your data, but you're not sure where to begin? Mining data is a vital, well-paying skill, and SQL provides the most fundamental way to query and m...

High performance spark

Apache Spark is amazing when everything clicks. But if you haven't seen the performance improvements you expected or still don't feel confident enough to use Spark in production, this practical book is for you. Authors Holden Karau, Adi Polak, and Rachel Warren walk you through the secrets of the...

Microsoft fabric analytics engineer associate study guide

Data drives modern business. The Microsoft Fabric Analytics Engineer Associate (DP-600) certification proves you understand the tools and technologies needed to turn that data into value. This comprehensive guide covers everything you need to know to design and implement enterprise-grade analyti...

Microsoft power bi data analyst associate study guide

Passing the PL-300 exam with 2025 revisions isn't just about memorization—you need to thoroughly know the basic features of Power BI. However, data professionals must also apply best practices that make Power BI solutions scalable and future-proof. The first half of this go-to companion by Paul T...

Natural language processing with transformers, revised edition

Practical statistics for data scientists

Python for data analysis

R for data science

Statistical tableau

Tableau certified data analyst study guide