Analytics
Explore recommended reads, summarized by AI
AI and Analytics
How artificial intelligence is transforming analytics tools, workflows, and capabilities.
AI-Powered Analytics Platforms
ChatGPT for Analytics Work
Analytics Practice
Principles, challenges, and frameworks for doing analytics work effectively.
Analytics Fundamentals
Analytics Implementation Challenges
Data-Driven Strategy
Careers in Analytics
Advice and reflections on building a career as a data analyst.
Data Analyst Career Paths
Data Infrastructure
The platforms, tools, and architectures that power modern data analytics.
Data Architecture and Warehousing
Data Transformation and Orchestration
SQL Platforms and Optimization
Product and Customer Analytics
Measuring and understanding user behavior, product performance, and customer value.
Customer Lifetime Value
Product Analytics Fundamentals
UX and Growth Metrics
Programming and Tools
Practical coding skills and libraries for data analysis and modeling.
Python for Data Analysis
Sports Analytics
Data-driven analysis of athletes, teams, and competitive outcomes across sports.
Player and Team Performance
Sports Prediction and Simulation
Statistical Methods
Techniques for experimentation, inference, and modeling uncertainty in analytics.
A/B Testing and Causal Inference
Modeling Techniques
Visualization and Reporting
Designing dashboards, charts, and visual interfaces that communicate data effectively.
