Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.8+
• 348

Learn the most important functions for manipulating, processing, and transforming data in SQL Server.

• AdvancedSkill Level
• 4.6+
• 346

Build real-world applications with Python—practice using OOP and software engineering principles to write clean and maintainable code.

• BasicSkill Level
• 4.4+
• 346

Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

• AdvancedSkill Level
• 4.6+
• 345

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

• IntermediateSkill Level
• 4.4+
• 344

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

• IntermediateSkill Level
• 4.0+
• 343

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

• IntermediateSkill Level
• 4.6+
• 342

Learn how to pull character strings apart, put them back together and use the stringr package.

• BasicSkill Level
• 4.8+
• 339

Julia is a new programming language designed to be the ideal language for scientific computing, machine learning, and data mining.

• BasicSkill Level
• 4.6+
• 339

Learn how to prepare and organize your data for predictive analytics.

• IntermediateSkill Level
• 4.5+
• 338

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

• BasicSkill Level
• 4.4+
• 338

Get inspired by AI tools to automate prospecting, draft personalized emails, and streamline CRM tasks using Microsoft Copilot for sales.

• IntermediateSkill Level
• 5.0+
• 336

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• IntermediateSkill Level
• 4.5+
• 325

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

• BasicSkill Level
• 4.5+
• 324

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

• BasicSkill Level
• 4.8+
• 323

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

• IntermediateSkill Level
• 4.7+
• 323

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

• BasicSkill Level
• 4.6+
• 323

Unlock your datas potential by learning to detect and mitigate bias for precise analysis and reliable models.

• IntermediateSkill Level
• 4.7+
• 321

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

• IntermediateSkill Level
• 4.8+
• 317

Build smart, interactive, and reliable AI applications easier than ever before with the OpenAI Responses API and GPT-5.

• IntermediateSkill Level
• 4.7+
• 317

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

• IntermediateSkill Level
• 4.6+
• 314

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

• IntermediateSkill Level
• 4.6+
• 313

Ensure data consistency by learning how to use transactions and handle errors in concurrent environments.

• BasicSkill Level
• 4.5+
• 311

Master Microsoft Copilot in Word to write faster, understand documents instantly, and collaborate more effectively.

• AdvancedSkill Level
• 4.5+
• 307

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

• IntermediateSkill Level
• 4.7+
• 305

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

• IntermediateSkill Level
• 4.5+
• 304

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

• AdvancedSkill Level
• 4.7+
• 303

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

• AdvancedSkill Level
• 4.7+
• 302

Connect Java to PostgreSQL with JDBC. Write secure queries, manage transactions, and handle large datasets efficiently.

• IntermediateSkill Level
• 4.6+
• 302

Learn how to develop deep learning models with Keras.

• IntermediateSkill Level
• 4.6+
• 300

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