Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.5+
• 383

Learn how to work with streaming data using serverless technologies on AWS.

• AdvancedSkill Level
• 4.4+
• 377

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

• IntermediateSkill Level
• 4.7+
• 375

This Power BI case study follows a real-world business use case on tackling inventory analysis using DAX and visualizations.

• IntermediateSkill Level
• 4.5+
• 370

Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.

• AdvancedSkill Level
• 4.4+
• 364

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

• BasicSkill Level
• 4.7+
• 363

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

• IntermediateSkill Level
• 4.1+
• 363

Learn to analyze financial statements using Python. Compute ratios, assess financial health, handle missing values, and present your analysis.

• IntermediateSkill Level
• 4.5+
• 362

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

• BasicSkill Level
• 4.8+
• 357

Explore Alteryx Designer in a retail data case study to boost sales analysis and strategic decision-making.

• IntermediateSkill Level
• 4.6+
• 357

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

• BasicSkill Level
• 4.6+
• 353

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

• IntermediateSkill Level
• 4.7+
• 352

Learn about GARCH Models, how to implement them and calibrate them on financial data from stocks to foreign exchange.

• IntermediateSkill Level
• 4.5+
• 351

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

• IntermediateSkill Level
• 4.3+
• 343

Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.

• AdvancedSkill Level
• 4.6+
• 333

This course covers everything you need to know to build a basic machine learning monitoring system in Python

• IntermediateSkill Level
• 4.7+
• 324

Learn to write scripts that will catch and handle errors and control for multiple operations happening at once.

• IntermediateSkill Level
• 4.7+
• 322

In this Power BI case study you’ll play the role of a junior trader, analyzing mortgage trading and enhancing your data modeling and financial analysis skills.

• BasicSkill Level
• 4.6+
• 321

Elevate decision-making skills with Decision Models, analysis methods, risk management, and optimization techniques.

• AdvancedSkill Level
• 4.2+
• 321

Learn to analyze Airbnb data using SQL in Databricks, create dashboards, and derive actionable insights.

• IntermediateSkill Level
• 4.2+
• 321

In this course youll learn about basic experimental design, a crucial part of any data analysis.

• IntermediateSkill Level
• 4.5+
• 320

Learn how to identify, analyze, remove and impute missing data in Python.

• IntermediateSkill Level
• 4.5+
• 319

Learn to use Amazon Bedrock to access foundation AI models and build with AI - without managing complex infrastructure.

• IntermediateSkill Level
• 4.6+
• 309

Master Amazon Redshifts SQL, data management, optimization, and security.

• IntermediateSkill Level
• 4.7+
• 308

This Power BI case study follows a real-world business use case where you will apply the concepts of ETL and visualization.

• IntermediateSkill Level
• 4.6+
• 306

Learn how to develop deep learning models with Keras.

• IntermediateSkill Level
• 4.8+
• 305

Learn to solve increasingly complex problems using simulations to generate and analyze data.

• AdvancedSkill Level
• 4.4+
• 304

Build AI agentic workflows that can plan, search, remember, and collaborate, using LlamaIndex.

• AdvancedSkill Level
• 4.7+
• 298

Learn how to write recursive queries and query hierarchical data structures.

• AdvancedSkill Level
• 4.8+
• 294

Learn key techniques to optimize Java performance, from algorithm efficiency to JVM tuning and multithreading.

• IntermediateSkill Level
• 4.6+
• 286

Develop the skills you need to clean raw data and transform it into accurate insights.