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Data Science Tutorials

Learn data science and AI with step-by-step tutorials on the DataCamp blog. Master Python, SQL, machine learning, and build your own AI agents.
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AWS DataSync: How to Set Up Automated Data Transfers

Learn how to set up, configure, and optimize AWS DataSync. This step-by-step guide covers automation, security, and best practices.
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Rahul Sharma

March 25, 2025

OpenAI's Audio API: A Guide With Demo Project

Learn how to build a voice-to-voice assistant using OpenAI's latest audio models and streamline your workflow using the Agents API.
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François Aubry

March 25, 2025

Collaborative Filtering: Your Guide to Smarter Recommendations

Discover how collaborative filtering powers recommendation systems in e-commerce, streaming, and more. Learn its types, benefits, challenges, and Python implementation.
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Arun Prem Sanker

March 24, 2025

How to Alphabetize in Excel: Sorting Columns, Rows, and More

Master alphabetizing in Excel with built-in tools and formulas. Learn to sort columns, rows, and entire datasets.
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Allan Ouko

March 21, 2025

Fine-Tune Gemma 3: A Step-by-Step Guide With Financial Q&A Dataset

Fine-tune the new Gemma model using the finance reasoning dataset to improve its accuracy and adopt the style of the dataset.
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Abid Ali Awan

March 21, 2025

The Determinant: How It Works and What It Tells Us

Explore the determinant’s role in matrix operations, geometry, and computational methods, with step-by-step calculations in Python and R.
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Vahab Khademi

March 20, 2025

Feature Engineering in Machine Learning: A Practical Guide

Learn feature engineering with this hands-on guide. Explore techniques like encoding, scaling, and handling missing values in Python.
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Srujana Maddula

March 19, 2025

NPER() Excel: Understanding Payment Period Calculations

Learn how the NPER() function in Excel calculates the number of periods required to pay off a loan or reach an investment goal. Discover its syntax, use cases, and practical examples.
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Vinod Chugani

March 19, 2025

Git Rebase: A Beginner’s Guide to Streamlined Version Control

Learn how to use Git rebase to keep your commit history clean and improve collaboration. This guide covers step-by-step instructions, best practices, and common pitfalls to avoid when rebasing branches in Git.
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Derrick Mwiti

March 19, 2025