Data, AI, and Cloud Courses

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

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

You will use Net Revenue Management techniques in Excel for a Fast Moving Consumer Goods company.

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

Detect anomalies in your data analysis and expand your Python statistical toolkit in this four-hour course.

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

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

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

Learn to tame your raw, messy data stored in a PostgreSQL database to extract accurate insights.

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

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

Parse data in any format. Whether its flat files, statistical software, databases, or data right from the web.

Learn how to detect fraud using Python.

Master SQL Server programming by learning to create, update, and execute functions and stored procedures.

Learn how to structure your PostgreSQL queries to run in a fraction of the time.

Learn the core techniques necessary to extract meaningful insights from time series data.

Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

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

Advance your Java skills by learning to handle files, process data, and build clean, reusable code using real-world techniques.

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

Explore Data Version Control for ML data management. Master setup, automate pipelines, and evaluate models seamlessly.

Master GitHub Copilot to understand, write, and refine code with context, customization, and smart features.

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

In this course, youll learn how to import and manage financial data in Python using various tools and sources.

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

Learn to manipulate and analyze flexibly structured data with MongoDB.

Analyze text data in R using the tidy framework.

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

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