Data, AI, and Cloud Courses

• BasicSkill Level
• 4.6+
• 551

In this course, youll learn about the concepts of random variables, distributions, and conditioning.

• IntermediateSkill Level
• 4.5+
• 550

Build and deploy scalable web apps and serverless functions in Azure while mastering security, monitoring, and automation.

• AdvancedSkill Level
• 4.4+
• 546

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

• AdvancedSkill Level
• 4.7+
• 540

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

• IntermediateSkill Level
• 4.5+
• 539

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

• IntermediateSkill Level
• 4.6+
• 535

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

• IntermediateSkill Level
• 4.5+
• 535

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

• BasicSkill Level
• 4.7+
• 528

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

• IntermediateSkill Level
• 4.7+
• 527

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

• BasicSkill Level
• 4.6+
• 525

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.

• BasicSkill Level
• 4.5+
• 525

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

• IntermediateSkill Level
• 4.7+
• 520

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

• BasicSkill Level
• 4.7+
• 511

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

• BasicSkill Level
• 4.5+
• 511

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

• IntermediateSkill Level
• 4.7+
• 509

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

• IntermediateSkill Level
• 4.6+
• 509

Learn how to detect fraud using Python.

• IntermediateSkill Level
• 4.2+
• 506

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

• BasicSkill Level
• 4.5+
• 498

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
• 4.5+
• 496

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

• BasicSkill Level
• 4.6+
• 492

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

• IntermediateSkill Level
• 4.6+
• 492

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

• AdvancedSkill Level
• 4.6+
• 491

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

• BasicSkill Level
• 4.3+
• 490

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

• IntermediateSkill Level
• 4.7+
• 488

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

• IntermediateSkill Level
• 4.6+
• 488

Explore ways to work with date and time data in SQL Server for time series analysis

• IntermediateSkill Level
• 4.6+
• 487

Learn what Bayesian data analysis is, how it works, and why it is a useful tool to have in your data science toolbox.

• IntermediateSkill Level
• 4.6+
• 487

In this course, students will learn to write queries that are both efficient and easy to read and understand.

• IntermediateSkill Level
• 4.7+
• 485

Detect anomalies in your data analysis and expand your Python statistical toolkit in this four-hour course.

• BasicSkill Level
• 4.5+
• 483

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

• AdvancedSkill Level
• 4.5+
• 483

Create more accurate and reliable RAG systems with Graph RAG and hybrid RAG.