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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

Quantization for Large Language Models (LLMs): Reduce AI Model Sizes Efficiently

A Comprehensive Guide to Reducing Model Sizes

Andrea Valenzuela

June 26, 2024

Artificial Intelligence

What Is One Hot Encoding and How to Implement It in Python

One-hot encoding is a technique used to convert categorical data into a binary format where each category is represented by a separate column with a 1 indicating its presence and 0s for all other categories.
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Dr Ana Rojo-Echeburúa

June 26, 2024

Artificial Intelligence

LangGraph Tutorial: What Is LangGraph and How to Use It?

LangGraph is a library within the LangChain ecosystem that provides a framework for defining, coordinating, and executing multiple LLM agents (or chains) in a structured and efficient manner.
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Ryan Ong

June 26, 2024

Artificial Intelligence

Claude Sonnet 3.5 API Tutorial: Getting Started With Anthropic's API

To connect through the Claude 3.5 Sonnet API, obtain your API key from Anthropic, install the anthropic Python library, and use it to send requests and receive responses from Claude 3.5 Sonnet.
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Ryan Ong

June 26, 2024

Power BI

Power BI Merge Tables: A Complete Guide with Examples

Explore the essentials of merging tables in Power BI. This tutorial covers everything from basic merges to advanced fuzzy matching techniques.
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Joleen Bothma

June 23, 2024

Python

Introduction to Memory Profiling in Python

Learn how memory profiling in Python can optimize performance with tools like memory_profiler, tracemalloc, and objgraph.
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Oluseye Jeremiah

June 21, 2024

Artificial Intelligence

Groq LPU Inference Engine Tutorial

Learn about the Groq API and its features with code examples. Additionally, learn how to build context-aware AI applications using the Groq API and LlamaIndex.
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Abid Ali Awan

June 21, 2024

Python

How to Split Lists in Python: Basic Examples and Advanced Methods

Learn how to split Python lists with techniques like slicing, list comprehensions, and itertools. Discover when to use each method for optimal data handling.
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Allan Ouko

June 21, 2024