Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.6+
• 417

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

• AdvancedSkill Level
• 4.7+
• 415

Learn how to approach and win competitions on Kaggle.

• AdvancedSkill Level
• 4.6+
• 415

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

• AdvancedSkill Level
• 4.6+
• 413

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

• BasicSkill Level
• 4.3+
• 412

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.

• IntermediateSkill Level
• 4.7+
• 406

Create multi-modal systems using OpenAIs text and audio models, including an end-to-end customer support chatbot!

• BasicSkill Level
• 4.0+
• 405

Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

• BasicSkill Level
• 4.4+
• 402

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

• IntermediateSkill Level
• 4.7+
• 399

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

• BasicSkill Level
• 4.5+
• 399

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

• BasicSkill Level
• 4.4+
• 399

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

• IntermediateSkill Level
• 4.7+
• 396

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

• IntermediateSkill Level
• 4.5+
• 396

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

• IntermediateSkill Level
• 4.5+
• 391

Learn how to ensure clean data entry and build dynamic dashboards to display your marketing data.

• BasicSkill Level
• 4.4+
• 389

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

• IntermediateSkill Level
• 4.8+
• 388

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

• IntermediateSkill Level
• 4.7+
• 386

Discover how to use the income statement and balance sheet in Power BI

• IntermediateSkill Level
• 4.5+
• 386

Learn to design and run your own Monte Carlo simulations using Python!

• AdvancedSkill Level
• 4.5+
• 383

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

• IntermediateSkill Level
• 4.5+
• 379

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

• AdvancedSkill Level
• 4.4+
• 377

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

• AdvancedSkill Level
• 4.4+
• 377

Learn to build pipelines that stand the test of time.

• IntermediateSkill Level
• 4.7+
• 376

Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.

• IntermediateSkill Level
• 4.7+
• 375

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

• IntermediateSkill Level
• 4.9+
• 372

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• IntermediateSkill Level
• 4.6+
• 370

Leverage the power of Python and PuLP to optimize supply chains.

• IntermediateSkill Level
• 4.5+
• 370

Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.

• BasicSkill Level
• 4.7+
• 367

Unlock your datas potential by learning to detect and mitigate bias for precise analysis and reliable models.

• AdvancedSkill Level
• 4.4+
• 364

In this course you will learn to fit hierarchical models with random effects.

• BasicSkill Level
• 4.7+
• 363

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