Category
Topics
Machine Learning Articles
Get insights & best practices into AI & machine learning to drive data transformation, upskill, and build data cultures. Discover how you can use ML in your work.
Other topics:
Training 2 or more people?Try DataCamp for Business
Featured
33 Machine Learning Projects for All Levels in 2026
Machine learning projects for beginners, final year students, and professionals. The list consists of guided projects, tutorials, and example source code.
Abid Ali Awan
October 29, 2025
A Guide to The Top Machine Learning Certifications For 2026
Explore some of the top machine learning certifications, the requirements for each, and how you can improve your machine learning skills with DataCamp.
Matt Crabtree
November 15, 2024
How to Learn Machine Learning in 2026
Discover how to learn machine learning in 2026, including the key skills and technologies you’ll need to master, as well as resources to help you get started.
Adel Nehme
Matt Crabtree
February 22, 2024
All posts
Flash Attention Explained: A Comprehensive Guide
Learn what Flash Attention is, how it works in transformer models, and why it optimizes LLM performance. Discover tiling and recomputation in FA1, FA2, and FA3.
Srujana Maddula
February 3, 2026
10 Best AutoML Frameworks for Python and No-Code Users
From open source libraries to enterprise platforms, this guide breaks down the AutoML tools teams actually use.
Abid Ali Awan
February 2, 2026
What is Double Descent in Machine Learning?
Discover how double descent reshapes the bias-variance tradeoff and explains why overparameterized models like deep networks can generalize better.
Vikash Singh
October 9, 2025
Data Annotation Explained: How AI Learns from Labeled Data
This blog post breaks down what data annotation is, why it’s essential for AI, and how to do it right, covering methods, tools, and real-world use cases.
Kurtis Pykes
July 15, 2025
What is GRPO? Group Relative Policy Optimization Explained
Explore what GRPO is, how it works, the essential components needed for its implementation, and when it is most appropriate to use.
Andrea Valenzuela
July 1, 2025
Zero-Shot Learning: A Guide With Examples
Learn what zero-shot learning is, how it works, its applications, and its challenges in artificial intelligence.
Dr Ana Rojo-Echeburúa
March 19, 2025
NVIDIA Announces GPU Acceleration in scikit-learn, UMAP, and HDBSCAN
Discover how NVIDIA's latest cuML update brings GPU acceleration to scikit-learn, UMAP, and HDBSCAN, boosting performance by up to 50x for sklearn—with zero code changes.
Josef Waples
March 19, 2025
A Beginner’s Guide to the Rectified Linear Unit (ReLU)
Discover the basics of one of the most popular activation functions for neural networks
Javier Canales Luna
January 28, 2025
What is Computer Vision? A Beginner Guide to Image Analysis
Discover how computers see images and videos and how artificial intelligence and machine learning are rapidly revolutionizing computer vision.
Javier Canales Luna
January 23, 2025
Data Preprocessing: A Complete Guide with Python Examples
Learn the techniques for preparing raw data for analysis or machine learning with Python examples!
Kurtis Pykes
January 15, 2025
Top 11 Data Mining Projects to Build Your Portfolio
Explore top data mining project ideas in different industries to build your skills - from beginner to advanced. Datasets and resources to get started are included!
Kurtis Pykes
November 14, 2024
What is a Data Lakehouse? Architecture, Technology & Use Cases
Discover how data lakehouses unify the strengths of data lakes and warehouses, offering a powerful solution for data management and analytics!
Moez Ali
November 6, 2024