Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 373

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

• BasicSkill Level
• 4.7+
• 371

Julia is a new programming language designed to be the ideal language for scientific computing, machine learning, and data mining.

• AdvancedSkill Level
• 4.6+
• 370

This course covers everything you need to know to build a basic machine learning monitoring system in Python

• BasicSkill Level
• 4.8+
• 368

Explore Alteryx Designer in a retail data case study to boost sales analysis and strategic decision-making.

• IntermediateSkill Level
• 4.6+
• 368

Learn how to design and implement triggers in SQL Server using real-world examples.

• IntermediateSkill Level
• 4.5+
• 368

Learn how to develop deep learning models with Keras.

• IntermediateSkill Level
• 4.4+
• 365

Learn to create, secure, and manage APIs with Azure API Management through hands-on practice.

• IntermediateSkill Level
• 4.5+
• 363

Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

• AdvancedSkill Level
• 4.6+
• 362

Build real-world applications with Python—practice using OOP and software engineering principles to write clean and maintainable code.

• IntermediateSkill Level
• 4.6+
• 362

Build production-ready code with Cursor. Learn AI prompts, refactoring, testing, and advanced workflows.

• BasicSkill Level
• 4.8+
• 361

Apply AI in finance to analyze data, prompt effectively, and automate workflows for better decisions.

• IntermediateSkill Level
• 4.2+
• 361

In this course, you’ll learn to classify, treat and analyze time series; an absolute must, if you’re serious about stepping up as an analytics professional.

• IntermediateSkill Level
• 4.5+
• 357

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

• IntermediateSkill Level
• 4.7+
• 356

In ecommerce, increasing sales and reducing costs are key. Analyze data from an online pet supply company using Power BI.

• AdvancedSkill Level
• 4.7+
• 356

Build AI agentic workflows that can plan, search, remember, and collaborate, using LlamaIndex.

• IntermediateSkill Level
• 4.5+
• 352

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

• IntermediateSkill Level
• 4.7+
• 350

Learn to write scripts that will catch and handle errors and control for multiple operations happening at once.

• BasicSkill Level
• 4.4+
• 350

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

• BasicSkill Level
• 4.4+
• 350

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

• IntermediateSkill Level
• 4.6+
• 349

Learn how to use Power BI for supply chain analytics in this case study. Create a make vs. buy analysis tool, calculate costs, and analyze production volumes.

• BasicSkill Level
• 4.7+
• 343

Learn how computers work, design efficient algorithms, and explore computational theory to solve real-world problems.

• BasicSkill Level
• 4.6+
• 341

Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

• IntermediateSkill Level
• 4.5+
• 335

Master Amazon Redshifts SQL, data management, optimization, and security.

• IntermediateSkill Level
• 4.4+
• 328

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

• AdvancedSkill Level
• 4.5+
• 326

Learn how to load, transform, and transcribe speech from raw audio files in Python.

• IntermediateSkill Level
• 4.6+
• 322

This Power BI case study follows a real-world business use case on tackling inventory analysis using DAX and visualizations.

• IntermediateSkill Level
• 4.6+
• 316

Explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.

• IntermediateSkill Level
• 4.3+
• 314

Learn how to use Python to create, run, and analyze A/B tests to make proactive business decisions.

• BasicSkill Level
• 4.7+
• 310

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

• IntermediateSkill Level
• 4.5+
• 310

Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!