Blog | AI and Data Science Articles

Learn about the steps involved in a standard machine learning project as we explore the ins and outs of the machine learning lifecycle using CRISP-ML(Q).

Discover five ways you can use data science in marketing. Get ahead of the game, improve your data skills, and work on a data science marketing project.

We explain what business analytics is, why it's important, the different aspects of business analytics, and the tools most commonly used.

Learn how to spot bad data, exploring why data quality matters, the cost of poor data, and the 10 signs of bad data.

With the rising need for data skills, organizations are building internal data academies to accelerate their data transformation. Here are 5 best practices learned from DataCamp for Business customers.

Understand YOLO object detection, its benefits, how it has evolved over the years, and some real-life applications.

Dashboards are one of the most useful tools when communicating data stories. Here is a handy checklist to keep in mind when designing your next dashboard.

Learn about classification in machine learning, looking at what it is, how it's used, and some examples of classification algorithms.

Discover the data engineering skills you need to thrive in the industry. Find out about the roles and responsibilities of a data engineer, and how you can develop your own skills.

DataCamp welcomes the members of our first Certification Advisory Panel. The advisors will join us in ensuring our data certifications are reflective of current industry standards.

Find out everything you need to know about the types of machine learning models, including what they're used for and examples of how to implement them.

Discover what a data analyst is, what they do, and what you need to break into one of the most in-demand careers in data science.