Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 269

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!

• IntermediateSkill Level
• 4.2+
• 269

Learn how to efficiently collect and download data from any website using R.

• AdvancedSkill Level
• 4.5+
• 268

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

• BasicSkill Level
• 4.7+
• 267

Apply your finance and R skills to backtest, analyze, and optimize financial portfolios.

• IntermediateSkill Level
• 4.5+
• 266

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

• IntermediateSkill Level
• 4.3+
• 265

Learn how to use Python to create, run, and analyze A/B tests to make proactive business decisions.

• IntermediateSkill Level
• 4.5+
• 264

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

• IntermediateSkill Level
• 4.3+
• 264

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

• AdvancedSkill Level
• 4.7+
• 263

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

• AdvancedSkill Level
• 4.4+
• 261

Sharpen your knowledge and prepare for your next interview by practicing Python machine learning interview questions.

• BasicSkill Level
• 4.9+
• 257

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

• IntermediateSkill Level
• 4.6+
• 257

Learn how to use Python to analyze customer churn and build a model to predict it.

• IntermediateSkill Level
• 4.3+
• 255

Learn to create, secure, and manage APIs with Azure API Management through hands-on practice.

• AdvancedSkill Level
• 4.6+
• 254

Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

• IntermediateSkill Level
• 4.5+
• 254

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

• IntermediateSkill Level
• 4.6+
• 252

Learn how to develop deep learning models with Keras.

• IntermediateSkill Level
• 4.5+
• 252

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

• IntermediateSkill Level
• 4.5+
• 248

Learn how to visualize time series in R, then practice with a stock-picking case study.

• BasicSkill Level
• 4.3+
• 248

Learn to create interactive dashboards with R using the powerful shinydashboard package. Create dynamic and engaging visualizations for your audience.

• BasicSkill Level
• 4.5+
• 247

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.

• BasicSkill Level
• 4.4+
• 247

Discover what all of the DeepSeek hype was really about! Build applications using DeepSeeks R1 and V3 models.

• BasicSkill Level
• 4.6+
• 244

Learn how to use plotly in R to create interactive data visualizations to enhance your data storytelling.

• AdvancedSkill Level
• 4.7+
• 242

Learn tools and techniques to leverage your own big data to facilitate positive experiences for your users.

• AdvancedSkill Level
• 4.3+
• 242

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

• IntermediateSkill Level
• 4.7+
• 239

Learn to distinguish real differences from random noise, and explore psychological crutches we use that interfere with our rational decision making.

• IntermediateSkill Level
• 4.5+
• 232

Learn efficient techniques in pandas to optimize your Python code.

• IntermediateSkill Level
• 4.6+
• 229

Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

• IntermediateSkill Level
• 4.7+
• 228

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

• IntermediateSkill Level
• 4.7+
• 228

Begin your journey with Scala, a popular language for scalable applications and data engineering infrastructure.

• IntermediateSkill Level
• 4.5+
• 228

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