Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.7+
• 563

Parse data in any format. Whether its flat files, statistical software, databases, or data right from the web.

• IntermediateSkill Level
• 4.6+
• 559

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

• IntermediateSkill Level
• 4.6+
• 556

In this course, students will learn to write queries that are both efficient and easy to read and understand.

• IntermediateSkill Level
• 4.6+
• 534

Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.

• IntermediateSkill Level
• 4.4+
• 530

Explore ways to work with date and time data in SQL Server for time series analysis

• IntermediateSkill Level
• 4.3+
• 526

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.

• IntermediateSkill Level
• 4.6+
• 525

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

• IntermediateSkill Level
• 4.6+
• 523

Learn how to work with Claude using the Anthropic API to solve real-world tasks and build AI-powered applications.

• IntermediateSkill Level
• 4.4+
• 520

Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

• IntermediateSkill Level
• 4.6+
• 516

Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!

• IntermediateSkill Level
• 4.7+
• 511

Detect anomalies in your data analysis and expand your Python statistical toolkit in this four-hour course.

• IntermediateSkill Level
• 4.5+
• 508

Explore Data Version Control for ML data management. Master setup, automate pipelines, and evaluate models seamlessly.

• IntermediateSkill Level
• 4.6+
• 504

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
• 4.6+
• 502

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

• IntermediateSkill Level
• 4.2+
• 499

Analyze text data in R using the tidy framework.

• IntermediateSkill Level
• 4.6+
• 498

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

• IntermediateSkill Level
• 4.4+
• 498

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

• IntermediateSkill Level
• 4.5+
• 497

You will use Net Revenue Management techniques in Excel for a Fast Moving Consumer Goods company.

• IntermediateSkill Level
• 4.5+
• 494

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

• IntermediateSkill Level
• 4.6+
• 488

Learn to tame your raw, messy data stored in a PostgreSQL database to extract accurate insights.

• IntermediateSkill Level
• 4.3+
• 481

In this course youll learn about basic experimental design, a crucial part of any data analysis.

• IntermediateSkill Level
• 4.6+
• 477

Visualize seasonality, trends and other patterns in your time series data.

• IntermediateSkill Level
• 4.5+
• 472

Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

• IntermediateSkill Level
• 4.5+
• 470

Ensure high data quality in data science and data engineering workflows with Pythons Great Expectations library.

• IntermediateSkill Level
• 4.5+
• 457

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
• 4.7+
• 456

Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

• IntermediateSkill Level
• 4.2+
• 456

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

• IntermediateSkill Level
• 4.6+
• 452

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

• IntermediateSkill Level
• 4.6+
• 443

Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

• IntermediateSkill Level
• 4.7+
• 437

Build AI teams that work together, automate workflows, and generate content with CrewAI.