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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Artificial Immune System (AIS): A Guide With Python Examples
Learn about Artificial Immune Systems (AIS) and how they can be implemented in Python for tasks like anomaly detection and optimization.
Amberle McKee
16 января 2025 г.
Fuzzy Logic in AI: Principles, Applications, and Python Implementation Guide
From binary to nuance: explore how fuzzy logic powers intelligent AI systems and mimics human decision-making behavior.
Josep Ferrer
16 января 2025 г.
CASE Statement in SQL Explained
Understand how to exploit SQL’s CASE statement to create categorical columns.
Eugenia Anello
16 января 2025 г.
Python Slice: Useful Methods for Everyday Coding
Discover how slicing can effortlessly extract, rearrange, and analyze your data. Harness negative indices, multi-dimensional slices, and advanced step values for full precision.
Oluseye Jeremiah
15 января 2025 г.
Llama 3.2 90B Tutorial: Image Captioning App With Groq & Streamlit
Learn how to build an image captioning app using Streamlit for the front end, Llama 3.2 90B for generating captions, and Groq as the API.
Bhavishya Pandit
15 января 2025 г.
SQL String Functions: A Beginner's Guide
Understand how to use SQL String Functions to clean and process text data efficiently.
Eugenia Anello
15 января 2025 г.
Fine-Tuning Llama 3.2 Vision
Learn how to fine-tune a multimodal model by Meta AI on the Amazon product dataset using the Unsloth framework.
Abid Ali Awan
15 января 2025 г.
Azure Data Factory: A Complete Guide for Beginners
Learn the basics of Azure Data Factory and build your first data pipeline with this step-by-step guide!
Moez Ali
16 января 2026 г.
Evaluate LLMs Effectively Using DeepEval: A Practical Guide
Learn to use DeepEval to create Pytest-like relevance tests, evaluate LLM outputs with the G-eval metric, and benchmark Qwen 2.5 using MMLU.
Abid Ali Awan
14 января 2025 г.
Understanding Propensity Scores: A Guide to Reducing Bias in Observational Studies
Discover how propensity scores help minimize confounding in observational research, with detailed applications in real-world studies.
Vidhi Chugh
13 мая 2025 г.
Understanding SQL Transactions: A Comprehensive Guide
Discover SQL transactions, their importance, and how to implement them for reliable database management.
Oluseye Jeremiah
14 января 2025 г.
DeepSeek V3: A Guide With Demo Project
Learn how to build an AI-powered code reviewer assistant using DeepSeek-V3 and Gradio.
Aashi Dutt
14 января 2025 г.