Data, AI, and Cloud Courses

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

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

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

Learn to build pipelines that stand the test of time.

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!

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

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

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

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.

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

Discover how to analyze and visualize baseball data using Power BI. Create scatter plots, tornado charts, and gauges to bring baseball insights alive.

Master marketing analytics using Tableau. Analyze performance, benchmark metrics, and optimize strategies across channels.

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

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

This course is for R users who want to get up to speed with Python!

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

Learn the fundamentals of using DataLab, an AI-powered data notebook for data analysis and exploration.

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

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

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

Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.

Unlock your datas potential by learning to detect and mitigate bias for precise analysis and reliable models.

Learn how to use Python to analyze customer churn and build a model to predict it.

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

Develop the skills you need to clean raw data and transform it into accurate insights.

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.

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

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

Learn to work with Microsoft Copilot. Master prompting, navigate Microsoft 365 apps, and build custom agents.