Data, AI, and Cloud Courses

Learn to use the Census API to work with demographic and socioeconomic data.

Learn about MLOps, including the tools and practices needed for automating and scaling machine learning applications.

Learn dimensionality reduction techniques in R and master feature selection and extraction for your own data and models.

Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.

Explore HR data analysis in Tableau with this case study.

Learn the fundamentals of using DataLab, an AI-powered data notebook for data analysis and exploration.

In ecommerce, increasing sales and reducing expenses are top priorities. In this case study, youll investigate data from an online pet supply company.

Learn to develop R packages and boost your coding skills. Discover package creation benefits, practice with dev tools, and create a unit conversion package.

In this course youll learn how to leverage statistical techniques for working with categorical data.

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

Test a chatbot that matches customers with ideal skincare products using your prompting skills for personalized results.

Learn how to use Python parallel programming with Dask to upscale your workflows and efficiently handle big data.

Learn all about how DataCamp builds the best platform to learn and teach data skills.

Learn to create compelling data visualizations with KNIME, covering charts, components, and dashboards.

Learn to analyze, plot, and model multivariate data.

Practice Tableau with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

Automate data manipulation with KNIME, mastering merging, aggregation, database workflows, and advanced file handling.

Advance you R finance skills to backtest, analyze, and optimize financial portfolios.

Create multi-modal systems using OpenAIs text and audio models, including an end-to-end customer support chatbot!

Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.

Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!

Learn how to tune your models hyperparameters to get the best predictive results.

Elevate decision-making skills with Decision Models, analysis methods, risk management, and optimization techniques.

Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

Learn the fundamentals of valuing stocks.

Learn how to translate your SAS knowledge into R and analyze data using this free and powerful software language.

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.