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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Recursive Retrieval for RAG: Implementation With LlamaIndex
Learn how to implement recursive retrieval in RAG systems using LlamaIndex to improve the accuracy and relevance of retrieved information, especially for large document collections.
Ryan Ong
November 13, 2024
HumanEval: A Benchmark for Evaluating LLM Code Generation Capabilities
Learn how to evaluate your LLM on code generation capabilities with the Hugging Face Evaluate library.
Abid Ali Awan
November 13, 2024
Getting Started with Microsoft Fabric: A Practical Guide
This tutorial walks you through Microsoft Fabric, showing you how to set up, connect data, build pipelines, and collaborate—all in one practical guide!
Kurtis Pykes
November 11, 2024
VLOOKUP() from Another Sheet: A How-to in Excel
See how to use VLOOKUP() to pull data from another sheet in your Excel workbook. Build confidence with practical examples and troubleshooting techniques.
Laiba Siddiqui
November 11, 2024
Matplotlib Colormaps: Customizing Your Color Schemes
Enhance your visualizations with Matplotlib colormaps. Learn to pick the right colormap, adjust color classes, and troubleshoot common visualization issues.
Allan Ouko
November 9, 2024
ChatGPT for Legal: A Guide for Lawyers to Use AI Effectively
A practical guide to leveraging AI in your legal practice while maintaining professional standards and ethical compliance.
Vinod Chugani
November 8, 2024
Speculative Decoding: A Guide With Implementation Examples
Learn what speculative decoding is, how it works, when to use it, and how to implement it using Gemma2 models.
Aashi Dutt
November 8, 2024
How to Update Multiple Columns in SQL
Learn how to update multiple columns in SQL using a single query for improved efficiency. Explore practical advanced techniques and examples, including single row updates and multiple row updates.
Allan Ouko
November 8, 2024
Kolmogorov-Arnold Networks (KANs): A Guide With Implementation
Learn about Kolmogorov-Arnold Networks (KANs), a new type of neural network with enhanced interpretability and accuracy compared to traditional models.
Dimitri Didmanidze
November 8, 2024
Machine Learning with Python & Snowflake Cortex AI: A Guide
Learn about Snowflake Cortex AI and how it can be used for LLMs and machine learning.
Austin Chia
November 8, 2024
Linear Search in Python: A Beginner's Guide with Examples
Explore how linear search works and why it’s ideal for small, unsorted datasets. Discover simple Python implementations, including iterative and recursive methods, and learn when to choose linear search over other algorithms.
Amberle McKee
November 7, 2024
The A* Algorithm: A Complete Guide
A guide to understanding and implementing the A* search algorithm in Python. See how to create efficient solutions for complex search problems with practical code examples. Learn optimization strategies used in production environments.
Rajesh Kumar
November 7, 2024