Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.7+
• 205

Use survival analysis to work with time-to-event data and predict survival time.

• IntermediateSkill Level
• 4.7+
• 204

Learn to streamline your machine learning workflows with tidymodels.

• IntermediateSkill Level
• 4.6+
• 203

Learn how to monitor, diagnose, and optimize Azure applications using Azure Monitor, Application Insights, and Log Analytics.

• IntermediateSkill Level
• 4.6+
• 203

Learn to build recommendation engines in Python using machine learning techniques.

• AdvancedSkill Level
• 4.3+
• 202

In this course youll learn how to perform inference using linear models.

• BasicSkill Level
• 4.2+
• 202

Learn to set up a secure, efficient book recommendation app in Azure in this hands-on case study.

• IntermediateSkill Level
• 4.3+
• 198

Azure Security

• AdvancedSkill Level
• 4.7+
• 194

Learn how to write effective tests in Java using JUnit and Mockito to build robust, reliable applications with confidence.

• AdvancedSkill Level
• 4.5+
• 193

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

• AdvancedSkill Level
• 4.5+
• 193

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

• IntermediateSkill Level
• 4.0+
• 192

Learn how to manipulate, visualize, and perform statistical tests through a series of HR analytics case studies.

• AdvancedSkill Level
• 4.6+
• 191

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

• BasicSkill Level
• 3.9+
• 190

Learn how to use conditional formatting with your data through built-in options and by creating custom formulas.

• BasicSkill Level
• 4.6+
• 189

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

• IntermediateSkill Level
• 4.5+
• 189

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

• IntermediateSkill Level
• 4.5+
• 188

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

• AdvancedSkill Level
• 4.6+
• 185

Learn how to load, transform, and transcribe speech from raw audio files in Python.

• IntermediateSkill Level
• 4.8+
• 184

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

• AdvancedSkill Level
• 4.6+
• 184

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.

• IntermediateSkill Level
• 4.4+
• 184

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

• IntermediateSkill Level
• 4.7+
• 183

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

• IntermediateSkill Level
• 4.4+
• 183

Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

• IntermediateSkill Level
• 4.5+
• 179

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

• BasicSkill Level
• 4.4+
• 177

Learn to create compelling data visualizations with KNIME, covering charts, components, and dashboards.

• IntermediateSkill Level
• 4.6+
• 176

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

• AdvancedSkill Level
• 4.5+
• 176

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

• IntermediateSkill Level
• 4.8+
• 173

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

• BasicSkill Level
• 4.5+
• 167

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

• IntermediateSkill Level
• 4.8+
• 166

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

• IntermediateSkill Level
• 4.3+
• 166

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