Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.4+
• 615

Prepare for your next coding interviews in Python.

• IntermediateSkill Level
• 4.4+
• 614

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

• AdvancedSkill Level
• 4.7+
• 612

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

• IntermediateSkill Level
• 4.5+
• 606

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+
• 605

Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

• IntermediateSkill Level
• 4.5+
• 595

Learn how to detect fraud using Python.

• IntermediateSkill Level
• 4.7+
• 591

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

• BasicSkill Level
• 4.7+
• 591

Unlock Alteryx for data transformation, mastering Crosstab, Transpose, and workflow optimization in this interactive course.

• IntermediateSkill Level
• 4.6+
• 589

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

• BasicSkill Level
• 4.6+
• 581

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

• IntermediateSkill Level
• 4.7+
• 569

Learn the core techniques necessary to extract meaningful insights from time series data.

• IntermediateSkill Level
• 4.4+
• 567

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

• AdvancedSkill Level
• 4.7+
• 560

Learn how to work with streaming data using serverless technologies on AWS.

• IntermediateSkill Level
• 4.2+
• 556

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

• IntermediateSkill Level
• 4.7+
• 553

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

• IntermediateSkill Level
• 4.6+
• 549

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

• IntermediateSkill Level
• 4.6+
• 549

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

• BasicSkill Level
• 4.6+
• 542

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

• IntermediateSkill Level
• 4.6+
• 536

Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.

• BasicSkill Level
• 4.5+
• 536

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

• IntermediateSkill Level
• 4.5+
• 534

Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.

• BasicSkill Level
• 4.5+
• 533

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!

• AdvancedSkill Level
• 4.5+
• 532

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

• IntermediateSkill Level
• 4.6+
• 531

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

• IntermediateSkill Level
• 4.6+
• 530

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

• IntermediateSkill Level
• 4.6+
• 525

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

• BasicSkill Level
• 4.5+
• 525

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

• BasicSkill Level
• 4.4+
• 525

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

• AdvancedSkill Level
• 4.6+
• 523

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

• IntermediateSkill Level
• 4.4+
• 520

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.