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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 2024
Discover how to learn machine learning in 2024, 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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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 2024: 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
19 Computer Vision Projects From Beginner to Advanced
Explore our list of the top portfolio-worthy computer vision projects from beginner to advanced. Showcase your skills today!
Bex Tuychiev
July 24, 2024
Top 20 Databricks Interview Questions for All Levels
Approach your Databricks technical interview with confidence in 2024. Leverage expert tips and access practical Databricks interview questions and answers.
Gus Frazer
July 24, 2024
Top 4 Apache Spark Certifications in 2024
Explore the best Apache Spark certifications to boost your data career. Learn about top programs, exam details, and tips for success.
Srujana Maddula
July 7, 2024
Sports Analytics: How I Predicted the EURO 2024 Final
This article explores the application of sports analytics and machine learning to predict EURO 2024 match outcomes, delving into the challenges and methodologies.
Tom Farnschläder
June 23, 2024
Top 5 Machine Learning Bootcamps For 2024: Options, Costs, and Alternatives
Discover if machine learning bootcamps are right for you. Explore their benefits, drawbacks, and alternatives to find the best path for your machine learning career.
Rayan Yassminh
June 20, 2024