Data, AI, and Cloud Courses

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

Get started with Sigma! Learn how to build and customize simple, interactive dashboards for real-time analytics.

Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

Create more accurate and reliable RAG systems with Graph RAG and hybrid RAG.

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

Learn to build AI applications using Snowflake Cortexs built-in LLM functions for text analysis, generation, and multi-step workflows.

Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

Learn how to transform raw data into clean, reliable models with dbt through hands-on, real-world exercises.

Use a chatbot to create a study guide tailored to your goals and schedule. Build skills with simple, effective prompts.

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

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

Learn how to identify, analyze, remove and impute missing data in Python.

Learn to work with Plain Old Java Objects, master the Collections Framework, and handle exceptions like a pro, with logging to back it all up!

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

In this course, youll learn the basics of relational databases and how to interact with them.

Learn how to use GPT tools responsibly and confidently. Discover how these tools work and techniques for writing prompts and evaluating outputs.

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

Learn Snowflake data types and functions to manipulate text, numbers, and dates while building custom functions and pivot tables.

Learn to implement distributed data management and machine learning in Spark using the PySpark package.

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

Discover Snowflake window functions to solve complex data problems with rankings, partitions, and rolling calculations.

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

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

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

Learn essential finance math skills with practical Excel exercises and real-world examples.

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

Create visualizations and dynamic dashboards with Databricks, turning raw data into clear and actionable insights.

Learn how to build intelligent agents that reason, act, and solve real-world tasks using Python.

Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.