Data Science Tutorials
Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
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Evaluate LLMs Effectively Using DeepEval: A Practical Guide
Learn to use DeepEval to create Pytest-like relevance tests, evaluate LLM outputs with the G-eval metric, and benchmark Qwen 2.5 using MMLU.
Abid Ali Awan
January 14, 2025
Azure Data Factory: A Complete Guide for Beginners
Learn the basics of Azure Data Factory and build your first data pipeline with this step-by-step guide!
Moez Ali
January 14, 2025
Understanding Propensity Scores: A Guide to Reducing Bias in Observational Studies
Discover how propensity scores help minimize confounding in observational research, with detailed applications in real-world studies.
Vidhi Chugh
May 13, 2025
Understanding SQL Transactions: A Comprehensive Guide
Discover SQL transactions, their importance, and how to implement them for reliable database management.
Oluseye Jeremiah
January 14, 2025
DeepSeek V3: A Guide With Demo Project
Learn how to build an AI-powered code reviewer assistant using DeepSeek-V3 and Gradio.
Aashi Dutt
January 14, 2025
Cartesian Product in SQL: A Comprehensive Guide
Discover the fundamentals of Cartesian products in SQL. Learn when and how to use them effectively, and explore best practices to optimize performance.
Allan Ouko
January 13, 2025
Understanding Cardinality: Challenges and Solutions for Data-Heavy Workflows
Discover what cardinality means and how it impacts data processing, analysis, and machine learning. Learn about practical strategies and techniques for managing high cardinality, from data preprocessing to advanced optimization tools.
Marie Fayard
January 13, 2025
Databricks SQL: A Full Guide to Scalable SQL Workloads
Discover how to leverage Databricks SQL for efficient data analytics, querying, and business intelligence with practical examples and best practices.
Allan Ouko
February 24, 2025
AWS Lake Formation and Glue Integration: A Step-by-Step Guide
Learn to integrate AWS Lake Formation and AWS Glue to create secure data pipelines, configure access controls, and automate ETL workflows.
Rahul Sharma
January 12, 2025
SQL Materialized View: Enhancing Query Performance
Understand how materialized views improve query performance in SQL databases. Learn the limitations and best practices of materialized views in different databases.
Allan Ouko
January 9, 2025
Eigendecomposition: A Beginner's Guide to Matrix Factorization
Explore the fundamentals of eigendecomposition and its applications in data science and machine learning.
Vahab Khademi
January 9, 2025
vLLM: Setting Up vLLM Locally and on Google Cloud for CPU
Learn how to set up and run vLLM (Virtual Large Language Model) locally using Docker and in the cloud using Google Cloud.
François Aubry
January 9, 2025