This capstone project course will give you a taste of what data scientists go through in real life when working with real datasets. You will assume the role of a Data Scientist working for a startup intending to compete with SpaceX, and in the process follow the Data Science methodology involving data collection, data wrangling, exploratory data analysis, data visualization, … [Read more...] about Applied Data Science Capstone
Supervised Machine Learning: Classification
This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on using best practices for classification, including train and test … [Read more...] about Supervised Machine Learning: Classification
Social Computing
People are social creatures and the modern Internet reflects that. Technology has made collaboration at a distance possible in new ways that present their own set of challenges. This course will introduce you to the major challenges and opportunities for creating online communities. What does the future hold? Learn how social computing can create collaboration experiences … [Read more...] about Social Computing
Securing and Integrating Components of your Application
In this course, application developers learn how to design and develop cloud-native applications that seamlessly integrate managed services from Google Cloud. Through a combination of presentations, demos, and hands-on labs, participants learn how to develop more secure applications, implement federated identity management, and integrate application components by using … [Read more...] about Securing and Integrating Components of your Application
Spatial Analysis and Satellite Imagery in a GIS
In this course, you will learn how to analyze map data using different data types and methods to answer geographic questions. First, you will learn how to filter a data set using different types of queries to find just the data you need to answer a particular question. Then, we will discuss simple yet powerful analysis methods that use vector data to find spatial relationships … [Read more...] about Spatial Analysis and Satellite Imagery in a GIS
