Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.4+
• 3.1K

Learn to use best practices to write maintainable, reusable, complex functions with good documentation.

• IntermediateSkill Level
• 4.6+
• 3K

Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.

• IntermediateSkill Level
• 4.4+
• 3K

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests in Python.

• BasicSkill Level
• 4.7+
• 3K

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

• BasicSkill Level
• 4.5+
• 3K

Learn about modularity, documentation, and automated testing to help you solve data science problems more quickly and reliably.

• IntermediateSkill Level
• 4.7+
• 3K

Discover the fundamental concepts of object-oriented programming (OOP), building custom classes and objects!

• IntermediateSkill Level
• 4.6+
• 3K

In this course, you will learn the fundamentals of Kubernetes and deploy and orchestrate containers using Manifests and kubectl instructions.

• BasicSkill Level
• 4.5+
• 2.9K

Master your skills in NumPy by learning how to create, sort, filter, and update arrays using NYC’s tree census.

• IntermediateSkill Level
• 4.5+
• 2.9K

Leverage the OpenAI API to get your AI applications ready for production.

• BasicSkill Level
• 4.6+
• 2.9K

Bring your Google Sheets to life by mastering fundamental skills such as formulas, operations, and cell references.

• IntermediateSkill Level
• 4.6+
• 2.8K

Consolidate and extend your knowledge of Python data types such as lists, dictionaries, and tuples, leveraging them to solve Data Science problems.

• BasicSkill Level
• 4.6+
• 2.8K

Improve data literacy skills by analyzing remote working policies.

• IntermediateSkill Level
• 4.5+
• 2.8K

Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.

• BasicSkill Level
• 4.6+
• 2.8K

Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.

• IntermediateSkill Level
• 4.6+
• 2.7K

Learn the essentials of VMs, containers, Docker, and Kubernetes. Understand the differences to get started!

• IntermediateSkill Level
• 4.5+
• 2.7K

Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.

• BasicSkill Level
• 4.7+
• 2.6K

Take your Tableau skills up a notch with advanced analytics and visualizations.

• IntermediateSkill Level
• 4.5+
• 2.6K

Learn how to work with dates and times in Python.

• IntermediateSkill Level
• 4.6+
• 2.6K

Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAIs embedding model!

• IntermediateSkill Level
• 4.7+
• 2.6K

Learn about Excel financial modeling, including cash flow, scenario analysis, time value, and capital budgeting.

• BasicSkill Level
• 4.6+
• 2.5K

Master AWS cloud technology with hands-on learning and practical applications in the AWS ecosystem.

• IntermediateSkill Level
• 4.6+
• 2.5K

Boost your Excel skills with advanced referencing, lookup, and database functions using practical exercises.

• IntermediateSkill Level
• 4.6+
• 2.5K

Learn how to clean and prepare your data for machine learning!

• BasicSkill Level
• 4.4+
• 2.5K

Use generative AI to tackle data cleaning, fixing duplicates, nulls, and formatting for consistent, accurate datasets.

• IntermediateSkill Level
• 4.6+
• 2.4K

Build robust, production-grade APIs with FastAPI, mastering HTTP operations, validation, and async execution to create efficient data and ML pipelines.

• IntermediateSkill Level
• 4.7+
• 2.4K

Step right into the dynamic world of data modeling with Snowflake!

• BasicSkill Level
• 4.6+
• 2.3K

Gain an introduction to data governance, exploring its meaning, purpose, and how to implement a data governance framework.

• BasicSkill Level
• 4.5+
• 2.3K

Master strategic data management for business excellence.

• BasicSkill Level
• 4.5+
• 2.2K

Explore data ethics with this comprehensive introductory course, covering principles, AI ethics, and practical skills to ensure responsible data use.

• IntermediateSkill Level
• 4.6+
• 2.2K

Get to grips with the foundational components of LangChain agents and build custom chat agents.