Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.4+
• 4.5K

Explore data structures such as linked lists, stacks, queues, hash tables, and graphs; and search and sort algorithms!

• AdvancedSkill Level
• 4.6+
• 3.8K

Learn how to implement and schedule data engineering workflows.

• AdvancedSkill Level
• 4.4+
• 2.2K

Dive in and learn how to create classes and leverage inheritance and polymorphism to reuse and optimize code.

• AdvancedSkill Level
• 4.5+
• 2.1K

Learn the fundamentals of working with big data with PySpark.

• AdvancedSkill Level
• 4.5+
• 1.7K

Start your reinforcement learning journey! Learn how agents can learn to solve environments through interactions.

• AdvancedSkill Level
• 4.7+
• 1.7K

Build powerful multi-agent systems by applying emerging agentic design patterns in the LangGraph framework.

• AdvancedSkill Level
• 4.5+
• 1.6K

Master Git’s advanced features to streamline data science and engineering workflows, from complex merging to large-scale project optimization.

• AdvancedSkill Level
• 4.5+
• 1.6K

Master Python testing: Learn methods, create checks, and ensure error-free code with pytest and unittest.

• AdvancedSkill Level
• 4.6+
• 1.4K

Learn how to use MLflow to simplify the complexities of building machine learning applications. Explore MLflow tracking, projects, models, and model registry.

• AdvancedSkill Level
• 4.6+
• 1.4K

Learn how to use FastAPI to develop APIs that support AI models, built to meet real-world demands.

• AdvancedSkill Level
• 4.6+
• 1.4K

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

• AdvancedSkill Level
• 4.5+
• 1.3K

This course focuses on feature engineering and machine learning for time series data.

• AdvancedSkill Level
• 4.6+
• 1.3K

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

• AdvancedSkill Level
• 4.5+
• 1.3K

Take your dbt skills to the next level with this hands-on course designed for data engineers and analytics professionals.

• AdvancedSkill Level
• 4.5+
• 1.1K

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

• AdvancedSkill Level
• 4.7+
• 1.1K

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

• AdvancedSkill Level
• 4.6+
• 1.1K

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

• AdvancedSkill Level
• 4.7+
• 1.1K

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

• AdvancedSkill Level
• 4.6+
• 1.1K

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

• AdvancedSkill Level
• 4.5+
• 1K

Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control

• AdvancedSkill Level
• 4.5+
• 991

Learn how to clean data with Apache Spark in Python.

• AdvancedSkill Level
• 4.5+
• 858

Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

• AdvancedSkill Level
• 4.5+
• 779

In this interactive course, you’ll learn how to use functions for your Tableau calculations and when you should use them!

• AdvancedSkill Level
• 4.8+
• 756

Learn about ARIMA models in Python and become an expert in time series analysis.

• AdvancedSkill Level
• 4.6+
• 734

Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

• AdvancedSkill Level
• 4.7+
• 712

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

• AdvancedSkill Level
• 4.4+
• 690

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

• AdvancedSkill Level
• 4.6+
• 674

Learn how to transform raw data into clean, reliable models with dbt through hands-on, real-world exercises.

• AdvancedSkill Level
• 4.6+
• 670

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

• AdvancedSkill Level
• 4.6+
• 670

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