Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.3+
• 523

Learn how to design Power BI visualizations and reports with users in mind.

• IntermediateSkill Level
• 4.4+
• 520

Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

• AdvancedSkill Level
• 4.4+
• 519

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

• IntermediateSkill Level
• 4.6+
• 514

Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine learning models to their fullest potential.

• IntermediateSkill Level
• 4.6+
• 512

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

• AdvancedSkill Level
• 4.6+
• 507

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

• IntermediateSkill Level
• 4.7+
• 506

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

• BasicSkill Level
• 4.7+
• 505

Learn how to efficiently transform, clean, and analyze data using Polars, a Python library for fast data manipulation.

• BasicSkill Level
• 4.5+
• 503

In this case study, you’ll use visualization techniques to find out what skills are most in-demand for data scientists, data analysts, and data engineers.

• IntermediateSkill Level
• 4.7+
• 500

Parse data in any format. Whether its flat files, statistical software, databases, or data right from the web.

• BasicSkill Level
• 4.5+
• 496

Learn to bring data into Microsoft Fabric, covering Pipelines, Dataflows, Shortcuts, Semantic Models, security, and model refresh.

• IntermediateSkill Level
• 4.4+
• 494

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

• IntermediateSkill Level
• 4.7+
• 492

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

• IntermediateSkill Level
• 4.2+
• 489

Learn how to ensure clean data entry and build dynamic dashboards to display your marketing data.

• IntermediateSkill Level
• 4.6+
• 488

Learn how to detect fraud using Python.

• BasicSkill Level
• 4.6+
• 484

Using Python and NumPy, learn the most fundamental financial concepts.

• IntermediateSkill Level
• 4.6+
• 483

Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

• BasicSkill Level
• 4.5+
• 482

Help a fictional company in this interactive Power BI case study. You’ll use Power Query, DAX, and dashboards to identify the most in-demand data jobs!

• IntermediateSkill Level
• 4.7+
• 480

Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.

• BasicSkill Level
• 4.6+
• 477

Orchestrate data using unions, joins, parsing, and performance optimization in Alteryx.

• BasicSkill Level
• 4.4+
• 476

Create a go-to-market strategy with generative AI: target industries, generate leads, and optimize website keywords.

• BasicSkill Level
• 4.6+
• 475

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

• IntermediateSkill Level
• 4.5+
• 473

Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.

• IntermediateSkill Level
• 4.5+
• 470

Advance your Java skills by learning to handle files, process data, and build clean, reusable code using real-world techniques.

• BasicSkill Level
• 4.6+
• 469

Master AI for marketing to plan smarter campaigns, create quality content, and build custom AI agents.

• BasicSkill Level
• 4.7+
• 468

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

• AdvancedSkill Level
• 4.7+
• 464

Learn about risk management, value at risk and more applied to the 2008 financial crisis using Python.

• IntermediateSkill Level
• 4.6+
• 464

Learn to tame your raw, messy data stored in a PostgreSQL database to extract accurate insights.

• IntermediateSkill Level
• 4.7+
• 459

Take your reporting skills to the next level with Tableau’s built-in statistical functions.

• IntermediateSkill Level
• 4.6+
• 456

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!