Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.4+
• 1K

Master sampling to get more accurate statistics with less data.

• BasicSkill Level
• 4.7+
• 1K

Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.

• IntermediateSkill Level
• 4.6+
• 988

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

• BasicSkill Level
• 4.8+
• 979

Master data preparation, cleaning, and analysis in Alteryx Designer, whether you are a new or seasoned analyst.

• AdvancedSkill Level
• 4.7+
• 972

In this course, you’ll explore the modern MLOps framework, exploring the lifecycle and deployment of machine learning models.

• IntermediateSkill Level
• 4.2+
• 955

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

• BasicSkill Level
• 4.6+
• 936

Master the key concepts of data management, from life cycle stages to security and governance.

• AdvancedSkill Level
• 4.7+
• 909

Build your OOP skills with descriptors, multilevel inheritance, and abstract base classes!

• BasicSkill Level
• 4.6+
• 904

Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.

• BasicSkill Level
• 4.6+
• 901

Master Azure Management and Governance with our comprehensive course, ideal for data professionals seeking cloud expertise.

• BasicSkill Level
• 4.6+
• 898

Discover how Marketing Analysts use data to understand customers and drive business growth.

• IntermediateSkill Level
• 4.5+
• 896

Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

• BasicSkill Level
• 4.4+
• 894

Learn to use the KNIME Analytics Platform for data access, cleaning, and analysis with a no-code/low-code approach.

• IntermediateSkill Level
• 4.6+
• 891

Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

• IntermediateSkill Level
• 4.7+
• 889

Dive into the world of machine learning and discover how to design, train, and deploy end-to-end models.

• IntermediateSkill Level
• 4.5+
• 874

Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.

• IntermediateSkill Level
• 4.5+
• 871

Transform almost any dataset into a tidy format to make analysis easier.

• BasicSkill Level
• 4.6+
• 870

You will investigate a dataset from a fictitious company called Databel in Tableau, and need to figure out why customers are churning.

• BasicSkill Level
• 4.6+
• 861

Sharpen your skills in Oracle SQL including SQL basics, aggregating, combining, and customizing data.

• AdvancedSkill Level
• 4.5+
• 856

Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.

• IntermediateSkill Level
• 4.4+
• 848

Learn to create your own Python packages to make your code easier to use and share with others.

• IntermediateSkill Level
• 4.7+
• 845

Learn how to build your own SQL reports and dashboards, plus hone your data exploration, cleaning, and validation skills.

• AdvancedSkill Level
• 4.5+
• 842

What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.

• AdvancedSkill Level
• 4.7+
• 837

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

• BasicSkill Level
• 4.5+
• 836

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

• BasicSkill Level
• 4.7+
• 835

Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.

• BasicSkill Level
• 4.7+
• 826

Get your AI Act together! Understand the obligations, risks, and requirements of the EU AI Act.

• BasicSkill Level
• 4.5+
• 819

Expand your Google Sheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.

• BasicSkill Level
• 4.3+
• 818

Learn the fundamentals of data visualization using Google Sheets.

• IntermediateSkill Level
• 4.7+
• 813

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