Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.5+
• 191

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

• BasicSkill Level
• 4.3+
• 189

Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

• BasicSkill Level
• 4.7+
• 184

Build marketing workflows in n8n using AI agents. Automate campaign strategy, conversion optimization, and lead generation from scratch.

• IntermediateSkill Level
• 4.8+
• 182

Leverage tidyr and purrr packages in the tidyverse to generate, explore, and evaluate machine learning models.

• IntermediateSkill Level
• 4.2+
• 182

In this course youll learn how to create static and interactive dashboards using flexdashboard and shiny.

• IntermediateSkill Level
• 4.7+
• 180

Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

• AdvancedSkill Level
• 4.6+
• 180

Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training

• IntermediateSkill Level
• 4.6+
• 178

Learn how to use PostgreSQL to handle time series analysis effectively and apply these techniques to real-world data.

• BasicSkill Level
• 4.7+
• 176

Claude Code brings AI assistance to your terminal. Learn the workflows that turn it into a reliable tool for real software development.

• IntermediateSkill Level
• 4.4+
• 176

Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.

• BasicSkill Level
• 4.8+
• 175

This course introduces Google’s gen AI applications, such as Google Workspace with Gemini and NotebookLM.

• IntermediateSkill Level
• 4.5+
• 175

Learn to use the Census API to work with demographic and socioeconomic data.

• IntermediateSkill Level
• 4.4+
• 174

Learn to develop R packages and boost your coding skills. Discover package creation benefits, practice with dev tools, and create a unit conversion package.

• BasicSkill Level
• 4.5+
• 173

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

• IntermediateSkill Level
• 4.7+
• 170

Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

• BasicSkill Level
• 4.6+
• 168

Explore a range of programming paradigms, including imperative and declarative, procedural, functional, and object-oriented programming.

• IntermediateSkill Level
• 4.6+
• 168

Learn to import, manipulate, and transform data in Java using the Tablesaw library. Work with CSV files, tabular structures, and complex JSON formats.

• IntermediateSkill Level
• 4.5+
• 163

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

• AdvancedSkill Level
• 4.5+
• 162

Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

• IntermediateSkill Level
• 4.5+
• 161

Gain an overview of all the skills and tools needed to excel in Natural Language Processing in R.

• IntermediateSkill Level
• 4.7+
• 157

Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.

• AdvancedSkill Level
• 4.7+
• 156

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

• AdvancedSkill Level
• 4.5+
• 153

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

• IntermediateSkill Level
• 4.7+
• 152

Practice your Shiny skills while building some fun Shiny apps for real-life scenarios!

• AdvancedSkill Level
• 4.1+
• 151

Learn how to tune your models hyperparameters to get the best predictive results.

• IntermediateSkill Level
• 4.6+
• 150

In this course youll learn how to use data science for several common marketing tasks.

• IntermediateSkill Level
• 4.5+
• 150

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

• AdvancedSkill Level
• 4.5+
• 149

Learn to use the Bioconductor package limma for differential gene expression analysis.

• IntermediateSkill Level
• 4.2+
• 149

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

• BasicSkill Level
• 4.4+
• 147

Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.