Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.7+
• 394

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

• IntermediateSkill Level
• 4.3+
• 394

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

• BasicSkill Level
• 4.6+
• 384

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

• BasicSkill Level
• 4.4+
• 383

Master data fluency! Learn skills for individuals and organizations, understand behaviors, and build a data-fluent culture.

• BasicSkill Level
• 4.5+
• 373

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

• IntermediateSkill Level
• 4.3+
• 362

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

• BasicSkill Level
• 4.3+
• 361

Learn how to transform and analyze data within your Microsoft Fabric account

• IntermediateSkill Level
• 4.6+
• 358

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

• BasicSkill Level
• 4.5+
• 355

Test a chatbot that matches customers with ideal skincare products using your prompting skills for personalized results.

• IntermediateSkill Level
• 4.6+
• 349

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

• IntermediateSkill Level
• 4.5+
• 338

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

• IntermediateSkill Level
• 4.5+
• 335

Learn survey design using common design structures followed by visualizing and analyzing survey results.

• IntermediateSkill Level
• 4.6+
• 328

Explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.

• IntermediateSkill Level
• 4.4+
• 327

Learn to analyze data over time with this practical course on Time Series Analysis in Power BI. Work with real datasets & practice common techniques.

• BasicSkill Level
• 4.8+
• 321

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

• IntermediateSkill Level
• 4.7+
• 319

Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.

• BasicSkill Level
• 4.8+
• 316

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

• AdvancedSkill Level
• 4.6+
• 315

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

• IntermediateSkill Level
• 4.5+
• 300

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

• AdvancedSkill Level
• 4.6+
• 298

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

• IntermediateSkill Level
• 4.6+
• 294

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

• IntermediateSkill Level
• 4.5+
• 294

Learn how to design and implement triggers in SQL Server using real-world examples.

• BasicSkill Level
• 4.7+
• 287

Learn the fundamentals of using DataLab, an AI-powered data notebook for data analysis and exploration.

• IntermediateSkill Level
• 4.5+
• 284

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

• IntermediateSkill Level
• 4.7+
• 269

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

• IntermediateSkill Level
• 4.6+
• 268

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

• IntermediateSkill Level
• 4.7+
• 266

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

• AdvancedSkill Level
• 4.7+
• 263

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

• IntermediateSkill Level
• 4.3+
• 263

Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.

• IntermediateSkill Level
• 4.6+
• 261

Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!