Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.7+
• 456

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

• AdvancedSkill Level
• 4.6+
• 456

Learn how to manipulate data and create machine learning feature sets in Spark using SQL in Python.

• IntermediateSkill Level
• 4.2+
• 456

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

• AdvancedSkill Level
• 4.6+
• 454

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

• IntermediateSkill Level
• 4.5+
• 454

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
• 4.6+
• 452

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

• IntermediateSkill Level
• 4.6+
• 443

Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

• IntermediateSkill Level
• 4.7+
• 437

Build AI teams that work together, automate workflows, and generate content with CrewAI.

• BasicSkill Level
• 4.5+
• 435

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

• BasicSkill Level
• 4.6+
• 433

Solidify your decision science skills by designing data-informed frameworks and implementing efficient solutions.

• AdvancedSkill Level
• 4.5+
• 431

Master Databricks with Python: learn to authenticate, manage clusters, automate jobs, and query AI models programmatically.

• BasicSkill Level
• 4.7+
• 424

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

• IntermediateSkill Level
• 4.7+
• 424

Learn to build recommendation engines in Python using machine learning techniques.

• AdvancedSkill Level
• 4.4+
• 423

Learn to build pipelines that stand the test of time.

• IntermediateSkill Level
• 4.7+
• 422

Learn the most important functions for manipulating, processing, and transforming data in SQL Server.

• AdvancedSkill Level
• 4.5+
• 421

Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

• IntermediateSkill Level
• 4.5+
• 414

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

• IntermediateSkill Level
• 4.4+
• 412

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

• BasicSkill Level
• 4.3+
• 410

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

• IntermediateSkill Level
• 4.7+
• 408

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

• AdvancedSkill Level
• 4.6+
• 408

Learn how to write recursive queries and query hierarchical data structures.

• IntermediateSkill Level
• 4.7+
• 407

Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.

• IntermediateSkill Level
• 4.5+
• 407

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

• IntermediateSkill Level
• 4.5+
• 405

Learn survey design using common design structures followed by visualizing and analyzing survey results.

• BasicSkill Level
• 4.5+
• 405

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

• BasicSkill Level
• 4.2+
• 389

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

• IntermediateSkill Level
• 4.6+
• 387

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

• BasicSkill Level
• 4.5+
• 387

Interact with a customized GPT and use your prompting skills to plan and open your restaurant.

• IntermediateSkill Level
• 4.5+
• 382

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!

• BasicSkill Level
• 4.7+
• 380

Learn key financial concepts such as capital investment, WACC, and shareholder value.