Math/Stats for Machine Learning and AI
To be comfortable with machine learning, learners need some knowledge of a number of mathematical…
Introduction to Clustering
When it comes to using mathematical and statistical language and formalism, supervised learning slots into…
Data Insights Fundamentals
Some fundamental ideas and perspectives apply to any kind of data practice. This course introduces…
Programming Basics
Programming languages go in and out of style. To be a strong programmer, it’s important…
Data Processing
Data analysis can’t happen without data, and that data must come from somewhere. Data collection…
Data Engineering Basics
(details coming soon)
Basic Data Analysis Techniques
This course is where the “rubber hits the road” and where learners start to work…
Measures and Metrics
Devising well-constructed strategies to measure the properties of key objects of interest, and then combining…
Data and Information Architecture
Data and knowledge architecture concepts are critical in designing a data-driven project, and there have…
Predictive Analytics
Once the dataset has been successfully explored, described, and cleaned, analysts are in a position…