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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Quantization for Large Language Models (LLMs): Reduce AI Model Sizes Efficiently
A Comprehensive Guide to Reducing Model Sizes
Andrea Valenzuela
June 26, 2024
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.
Dr Ana Rojo-Echeburúa
June 26, 2024
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.
Ryan Ong
June 26, 2024
How to Save a Pandas DataFrame to CSV
In Pandas, you can save a DataFrame to a CSV file using the df.to_csv('your_file_name.csv', index=False) method, where df is your DataFrame and index=False prevents an index column from being added.
Tudor Mărginean
June 26, 2024
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.
Ryan Ong
June 26, 2024
How to Get the Current Directory in Python
To get the current working directory in Python, you can use either os.getcwd() from the os module or pathlib.Path.cwd() from the pathlib module.
Stephen Gruppetta
June 24, 2024
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.
Joleen Bothma
June 23, 2024
How to Clone a Specific Branch In Git
Learn how to clone only a single branch from a Git repository to save disk space and reduce cloning time.
Bex Tuychiev
June 23, 2024
Data Types in Excel and Their Uses: A Complete Guide
Learn to identify and format all types of data in Excel, then explore valuable tips on converting between data types to make your spreadsheet more functional.
Laiba Siddiqui
June 21, 2024
Introduction to Memory Profiling in Python
Learn how memory profiling in Python can optimize performance with tools like memory_profiler, tracemalloc, and objgraph.
Oluseye Jeremiah
June 21, 2024
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.
Abid Ali Awan
June 21, 2024
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.
Allan Ouko
June 21, 2024