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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.
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25 Machine Learning Projects for All Levels
Machine learning projects for beginners, final year students, and professionals. The list consists of guided projects, tutorials, and example source code.
Abid Ali Awan
November 17, 2024
A Guide to The Top Machine Learning Certifications For 2025
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 2025
Discover how to learn machine learning in 2025, 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
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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
What Is Fraud Analytics? Techniques, Workflows, and Tools
Learn about fraud analytics techniques, workflows, and tools that help businesses detect and prevent fraudulent activities in real time across industries.
Arun Nanda
October 12, 2024
How to Learn NLP From Scratch in 2025: An Expert Guide
In this guide, you’ll discover how to learn Natural Language Processing (NLP) from scratch. With a clear, week-by-week learning plan, you'll explore essential NLP concepts, practical applications, and hands-on projects to build your skills.
Laiba Siddiqui
September 3, 2024
Generative vs Discriminative Models: Differences & Use Cases
This article explains the core differences between generative and discriminative models, covering their principles, use cases, and practical examples to help you choose the right approach for your machine learning tasks.
Arun Nanda
September 2, 2024
AI in Cybersecurity: A Researcher's Perspective
AI in cybersecurity uses AI algorithms to combat threats like ransomware and misinformation, providing advanced capabilities in protection, detection, and response.
Natasha Al-Khatib
September 1, 2024
Natural Language Understanding (NLU) Explained
Natural language understanding (NLU) is a subfield of natural language processing (NLP) focused on enabling machines to understand the meaning, context, and intent of human language.
Dimitri Didmanidze
September 1, 2024