Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.7+
• 413

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

• BasicSkill Level
• 4.6+
• 411

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

• IntermediateSkill Level
• 4.5+
• 408

Visualize seasonality, trends and other patterns in your time series data.

• IntermediateSkill Level
• 4.6+
• 406

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

• AdvancedSkill Level
• 4.6+
• 402

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

• AdvancedSkill Level
• 4.7+
• 401

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.

• AdvancedSkill Level
• 4.3+
• 401

Learn to build pipelines that stand the test of time.

• BasicSkill Level
• 4.4+
• 399

Learn how to transform and analyze data within your Microsoft Fabric account

• BasicSkill Level
• 4.4+
• 394

Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

• IntermediateSkill Level
• 4.6+
• 393

Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

• IntermediateSkill Level
• 4.9+
• 390

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

• BasicSkill Level
• 4.5+
• 386

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

• BasicSkill Level
• 4.4+
• 386

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

• BasicSkill Level
• 4.7+
• 385

Build PowerPoint presentations with Microsoft Copilot. Turn documents into slides, generate visuals, and speaker notes.

• IntermediateSkill Level
• 4.5+
• 383

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

• BasicSkill Level
• 4.4+
• 382

Explore Power BI Service, master the interface, make informed decisions, and maximize the power of your reports.

• IntermediateSkill Level
• 4.7+
• 381

Discover how to use the income statement and balance sheet in Power BI

• BasicSkill Level
• 4.5+
• 379

Master data fluency! Learn skills for individuals and organizations, understand behaviors, and build a data-fluent culture.

• IntermediateSkill Level
• 4.4+
• 374

Learn to analyze data over time with this practical course on Time Series Analysis in Power BI. Work with real datasets & practice common techniques.

• IntermediateSkill Level
• 4.7+
• 372

Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.

• IntermediateSkill Level
• 4.5+
• 372

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

• IntermediateSkill Level
• 4.6+
• 371

Leverage the power of Python and PuLP to optimize supply chains.

• AdvancedSkill Level
• 4.6+
• 370

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

• IntermediateSkill Level
• 4.9+
• 369

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• IntermediateSkill Level
• 4.4+
• 369

Learn to design and run your own Monte Carlo simulations using Python!

• IntermediateSkill Level
• 4.1+
• 363

Learn to analyze financial statements using Python. Compute ratios, assess financial health, handle missing values, and present your analysis.

• IntermediateSkill Level
• 4.5+
• 359

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

• BasicSkill Level
• 4.4+
• 359

Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

• BasicSkill Level
• 4.5+
• 357

Analyze market dynamics and craft a strategic entry plan for an EV manufacturer using generative AI.

• IntermediateSkill Level
• 4.6+
• 356

Learn about MLOps architecture, CI/CD/CM/CT techniques, and automation patterns to deploy ML systems that can deliver value over time.