Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 520

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

• IntermediateSkill Level
• 4.6+
• 511

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

• IntermediateSkill Level
• 4.5+
• 511

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

• AdvancedSkill Level
• 4.5+
• 509

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

• BasicSkill Level
• 4.6+
• 508

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

• BasicSkill Level
• 4.7+
• 501

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

• IntermediateSkill Level
• 4.3+
• 501

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
• 4.7+
• 500

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

• IntermediateSkill Level
• 4.4+
• 492

Explore Data Version Control for ML data management. Master setup, automate pipelines, and evaluate models seamlessly.

• IntermediateSkill Level
• 4.4+
• 490

Learn how to use Python scripts in Power BI for data prep, visualizations, and calculating correlation coefficients.

• AdvancedSkill Level
• 4.7+
• 488

Learn the gritty details that data scientists are spending 70-80% of their time on; data wrangling and feature engineering.

• IntermediateSkill Level
• 4.5+
• 488

Learn to design and run your own Monte Carlo simulations using Python!

• IntermediateSkill Level
• 4.2+
• 487

Analyze text data in R using the tidy framework.

• BasicSkill Level
• 4.3+
• 486

Create a go-to-market strategy with generative AI: target industries, generate leads, and optimize website keywords.

• IntermediateSkill Level
• 4.6+
• 483

Visualize seasonality, trends and other patterns in your time series data.

• AdvancedSkill Level
• 4.5+
• 483

Master Databricks with Python: learn to authenticate, manage clusters, automate jobs, and query AI models programmatically.

• IntermediateSkill Level
• 4.6+
• 477

Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.

• AdvancedSkill Level
• 4.4+
• 477

In this course youll learn how to perform inference using linear models.

• BasicSkill Level
• 4.4+
• 473

Master travel planning with WanderBot: craft prompts, build confidence, and streamline your next adventure.

• IntermediateSkill Level
• 4.6+
• 465

Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!

• IntermediateSkill Level
• 4.4+
• 465

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.

• IntermediateSkill Level
• 4.6+
• 462

Discover how to use the income statement and balance sheet in Power BI

• IntermediateSkill Level
• 4.3+
• 461

Leverage the power of Python and PuLP to optimize supply chains.

• IntermediateSkill Level
• 4.5+
• 459

Build production-ready code with Cursor. Learn AI prompts, refactoring, testing, and advanced workflows.

• AdvancedSkill Level
• 4.6+
• 455

Learn how to manipulate data and create machine learning feature sets in Spark using SQL in Python.

• BasicSkill Level
• 4.5+
• 454

Learn about the difference between batching and streaming, scaling streaming systems, and real-world applications.

• IntermediateSkill Level
• 4.7+
• 452

Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.

• IntermediateSkill Level
• 4.6+
• 449

Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

• IntermediateSkill Level
• 4.5+
• 448

Ensure high data quality in data science and data engineering workflows with Pythons Great Expectations library.

• BasicSkill Level
• 4.7+
• 446

Use your knowledge of common spreadsheet functions and techniques to explore Python!