Data, AI, and Cloud Courses

• BasicSkill Level
• 4.6+
• 205

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

• BasicSkill Level
• 4.3+
• 205

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

• IntermediateSkill Level
• 4.6+
• 201

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

• IntermediateSkill Level
• 4.6+
• 201

Learn to design scalable event-driven architectures in Azure using messaging services and real-world integrations.

• AdvancedSkill Level
• 4.6+
• 200

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

• AdvancedSkill Level
• 4.7+
• 199

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

• IntermediateSkill Level
• 4.3+
• 199

Azure Security

• BasicSkill Level
• 4.6+
• 196

Automate data manipulation with KNIME, mastering merging, aggregation, database workflows, and advanced file handling.

• BasicSkill Level
• 4.6+
• 196

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

• IntermediateSkill Level
• 4.4+
• 196

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
• 4.3+
• 194

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

• IntermediateSkill Level
• 4.6+
• 193

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

• IntermediateSkill Level
• 4.0+
• 193

Apply financial analysis in KNIME with real-world data, enhancing data preparation and workflow skills.

• IntermediateSkill Level
• 4.8+
• 191

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

• AdvancedSkill Level
• 4.7+
• 189

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

• BasicSkill Level
• 4.7+
• 186

Build interactive AI apps in Sigma using user input, actions, and polished interfaces, no coding required.

• IntermediateSkill Level
• 4.6+
• 186

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

• AdvancedSkill Level
• 4.6+
• 182

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

• AdvancedSkill Level
• 4.5+
• 182

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

• AdvancedSkill Level
• 4.5+
• 182

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

• IntermediateSkill Level
• 4.4+
• 181

In this course, you’ll learn to classify, treat and analyze time series; an absolute must, if you’re serious about stepping up as an analytics professional.

• IntermediateSkill Level
• 4.0+
• 180

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

• AdvancedSkill Level
• 4.4+
• 178

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

• IntermediateSkill Level
• 4.5+
• 177

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
• 4.5+
• 177

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

• IntermediateSkill Level
• 4.3+
• 176

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

• IntermediateSkill Level
• 4.8+
• 172

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

• IntermediateSkill Level
• 4.8+
• 168

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

• IntermediateSkill Level
• 4.5+
• 166

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

• IntermediateSkill Level
• 4.4+
• 163

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