Data, AI, and Cloud Courses

• BasicSkill Level
• 4.7+
• 557

Using Python and NumPy, learn the most fundamental financial concepts.

• IntermediateSkill Level
• 4.6+
• 554

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

• BasicSkill Level
• 4.3+
• 544

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

• BasicSkill Level
• 4.7+
• 543

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

• BasicSkill Level
• 4.6+
• 543

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

• IntermediateSkill Level
• 4.5+
• 542

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+
• 539

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

• IntermediateSkill Level
• 4.6+
• 534

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
• 4.7+
• 532

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

• BasicSkill Level
• 4.6+
• 530

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

• AdvancedSkill Level
• 4.7+
• 526

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

• AdvancedSkill Level
• 4.6+
• 526

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

• IntermediateSkill Level
• 4.6+
• 525

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

• IntermediateSkill Level
• 4.5+
• 524

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

• IntermediateSkill Level
• 4.6+
• 523

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

• BasicSkill Level
• 4.4+
• 522

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

• IntermediateSkill Level
• 4.4+
• 521

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.

• IntermediateSkill Level
• 4.3+
• 521

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

• IntermediateSkill Level
• 4.7+
• 520

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

• IntermediateSkill Level
• 4.7+
• 520

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

• IntermediateSkill Level
• 4.5+
• 517

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

• IntermediateSkill Level
• 4.7+
• 507

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

• IntermediateSkill Level
• 4.6+
• 505

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

• IntermediateSkill Level
• 4.8+
• 500

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

• IntermediateSkill Level
• 4.6+
• 500

Learn how to detect fraud using Python.

• IntermediateSkill Level
• 4.6+
• 499

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

• AdvancedSkill Level
• 4.6+
• 493

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

• BasicSkill Level
• 4.7+
• 484

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

• BasicSkill Level
• 4.6+
• 483

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