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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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Artificial Intelligence

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.
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Ryan Ong

November 13, 2024

Artificial Intelligence

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.
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Abid Ali Awan

November 13, 2024

Python

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.
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Allan Ouko

November 9, 2024

Artificial Intelligence

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.
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Aashi Dutt

November 8, 2024

SQL

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.
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Allan Ouko

November 8, 2024

Artificial Intelligence

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.
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Dimitri Didmanidze

November 8, 2024

Snowflake

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.
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Austin Chia

November 8, 2024

Python

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.
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Amberle McKee

November 7, 2024

Machine Learning

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