Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 559

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

• IntermediateSkill Level
• 4.6+
• 559

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

• BasicSkill Level
• 4.6+
• 555

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

• BasicSkill Level
• 4.7+
• 550

Learn how to efficiently transform, clean, and analyze data using Polars, a Python library for fast data manipulation.

• BasicSkill Level
• 4.3+
• 548

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

• IntermediateSkill Level
• 4.5+
• 546

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

• IntermediateSkill Level
• 4.6+
• 540

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

• IntermediateSkill Level
• 4.6+
• 537

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

• IntermediateSkill Level
• 4.6+
• 536

Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine learning models to their fullest potential.

• AdvancedSkill Level
• 4.7+
• 533

Learn how to approach and win competitions on Kaggle.

• IntermediateSkill Level
• 4.6+
• 526

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

• IntermediateSkill Level
• 4.3+
• 526

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

• BasicSkill Level
• 4.4+
• 525

Learn to bring data into Microsoft Fabric, covering Pipelines, Dataflows, Shortcuts, Semantic Models, security, and model refresh.

• IntermediateSkill Level
• 4.4+
• 525

Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

• BasicSkill Level
• 4.6+
• 524

Orchestrate data using unions, joins, parsing, and performance optimization in Alteryx.

• IntermediateSkill Level
• 4.7+
• 520

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

• IntermediateSkill Level
• 4.7+
• 520

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

• AdvancedSkill Level
• 4.7+
• 519

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

• IntermediateSkill Level
• 4.5+
• 517

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

• AdvancedSkill Level
• 4.6+
• 516

In this course you will learn to fit hierarchical models with random effects.

• IntermediateSkill Level
• 4.6+
• 512

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

• IntermediateSkill Level
• 4.6+
• 512

In this course, students will learn to write queries that are both efficient and easy to read and understand.

• IntermediateSkill Level
• 4.7+
• 510

Learn to perform linear and logistic regression with multiple explanatory variables.

• IntermediateSkill Level
• 4.7+
• 506

This course will show you how to integrate spatial data into your Python Data Science workflow.

• AdvancedSkill Level
• 4.6+
• 502

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

• IntermediateSkill Level
• 4.6+
• 502

Explore ways to work with date and time data in SQL Server for time series analysis

• IntermediateSkill Level
• 4.6+
• 494

Learn how to detect fraud using Python.

• BasicSkill Level
• 4.6+
• 492

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

• IntermediateSkill Level
• 4.5+
• 489

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
• 4.7+
• 486

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