Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 474

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

• IntermediateSkill Level
• 4.7+
• 469

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

• IntermediateSkill Level
• 4.5+
• 466

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

• IntermediateSkill Level
• 4.6+
• 465

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

• IntermediateSkill Level
• 4.6+
• 464

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

• IntermediateSkill Level
• 4.7+
• 463

Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.

• IntermediateSkill Level
• 4.5+
• 458

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

• IntermediateSkill Level
• 4.5+
• 447

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

• IntermediateSkill Level
• 4.3+
• 436

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

• IntermediateSkill Level
• 4.8+
• 429

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+
• 428

Learn what Bayesian data analysis is, how it works, and why it is a useful tool to have in your data science toolbox.

• IntermediateSkill Level
• 4.5+
• 425

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

• IntermediateSkill Level
• 4.7+
• 418

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

• IntermediateSkill Level
• 4.6+
• 418

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

• IntermediateSkill Level
• 4.6+
• 418

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

• IntermediateSkill Level
• 4.3+
• 417

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
• 4.5+
• 410

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

• IntermediateSkill Level
• 4.5+
• 409

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

• IntermediateSkill Level
• 4.3+
• 409

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

• IntermediateSkill Level
• 4.5+
• 402

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

• IntermediateSkill Level
• 4.3+
• 399

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

• IntermediateSkill Level
• 4.5+
• 396

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

• IntermediateSkill Level
• 4.7+
• 384

Learn the essentials of parsing, manipulating and computing with dates and times in R.

• IntermediateSkill Level
• 4.5+
• 380

Analyze text data in R using the tidy framework.

• IntermediateSkill Level
• 4.3+
• 379

Learn how to use Python scripts in Power BI for data prep, visualizations, and calculating correlation coefficients.

• IntermediateSkill Level
• 4.5+
• 376

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

• IntermediateSkill Level
• 4.6+
• 374

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+
• 370

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

• IntermediateSkill Level
• 4.5+
• 365

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

• IntermediateSkill Level
• 4.6+
• 359

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