Learn how to efficiently collect and download data from any website using R. Have you ever come across a website that displays a lot of data such as statistics, product reviews, or prices in a...

An introduction to machine learning with no coding involved. What's behind the machine learning hype? In this non-technical course, you’ll learn everything you’ve been too afraid to ask about...

This course will introduce the support vector machine (SVM) using an intuitive, visual approach. This course will introduce a powerful classifier, the support vector machine (SVM) using an...

R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code. R Markdown is an easy to use formatting language you can use to reveal insights from data and author your...

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages. Machine Learning models are based on numerical values to make predictions/classification,...

Understand the fundamentals of Machine Learning and how it's applied in the business world. This course will introduce the key elements of machine learning to the business leaders. We will focus on...

The Unix command line helps users combine existing programs in new ways, automate repetitive tasks, and run programs on clusters and clouds. The Unix command line has survived and thrived for...

Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business use cases for the powerful AI tool. Get ready to take your workflows and business processes to the...

Bash scripting allows you to build analytics pipelines in the cloud and work with data stored across multiple files. Bash is a concise, superfast, and robust scripting language for data and file...

Learn how to tune your model's hyperparameters to get the best predictive results. For many machine learning problems, simply running a model out-of-the-box and getting a prediction is not enough;...

Gain experience using techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search. Building powerful machine learning models depends heavily on the set of...

Discover how to begin responsibly leveraging generative AI. Learn how generative AI models are developed and how they will impact society moving forward. Artificial Intelligence (AI) is reshaping...

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline. We live in a busy world with tight deadlines. As a result, we fall back on what is...

Gain an introduction to data governance, exploring its meaning, purpose, and how to implement a data governance framework. This course provides an introduction to data governance, focused on key...

Learn how to build a model to automatically classify items in a school budget. Data science isn't just for predicting ad-clicks-it's also useful for social impact! This course is a case study from a...

Learn tools and techniques to leverage your own big data to facilitate positive experiences for your users. This course will show you how to build recommendation engines using Alternating Least...

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

Learn how to build interactive and insight-rich dashboards with Dash and Plotly. You don’t need expensive vendor software to create insight-rich dashboards—you can do this using Plotly and Dash....

Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design. This introductory course on AI ethics provides a comprehensive overview of ethical considerations in the...

Learn how to use conditional formatting with your data through built-in options and by creating custom formulas. Spreadsheets often suffer from having too much data. If you want to tell the...