Courses

It’s no secret that deep learning has taken the industry by storm. With the ability to solve complex problems across wide project domains, this machine learning technique is here to stay. Whether attempting to produce a human-like translation of text or trying to solve a 50-year-old protein-folding problem, one approach has been at the forefront of AI advancements and serves as the foundation of all deep learning: the neural network. See upcoming open Practical Deep Learning for Scientists and Engineers classes.

This half-day short course provides an introduction to scientific Data Visualization using Matplotlib, a popular plotting tool for the Python programming language. See upcoming open Data Visualization Short Course classes.

This 3-day intensive Python training class provides people with prior coding experience practical, hands-on experience and foundational working knowledge of Python for data analysis, science, engineering, and other technical applications. Whether you are new to Python or a long-time enthusiast, you’ll benefit from this focused series of topics and best practices taught by experts who create Python software for notable companies in finance, oil and gas, scientific research, aerospace, biotechnology, marketing analysis and more. See upcoming open Python Foundations classes.

This 5-day class combines our 3-day Python Foundations with essential materials on machine learning and data visualization. It provides the skills needed by scientists, engineers, data scientists, data analysts, and business intelligence experts to use Python and machine learning for their data mining, classification, and predictive modeling tasks. This highly interactive training will empower your team with the skills they need to build reliable, repeatable analyses, and prediction workflows. After this class, they will be able to significantly increase the amount of data they can process, thanks to automation, and speed up the classification, interpretation, and analysis of data. See upcoming open Python for Machine Learning classes.

This 5-day class combines our 3-day Python Foundations with content relevant to scientists and engineers interested in using Python for their day-to-day computational tasks. This highly interactive training will give you a rock-solid base for building high-quality software in terms of both readability and performance. You’ll learn the essentials of the Python language and of the foundational packages of Python’s scientific ecosystem, as well as how to rapidly develop desktop applications. See upcoming open Python for Scientists and Engineers classes.

This intensive 3-day class is designed for students to gain proficiency using the Python Pandas library for data analysis. It is perfect for someone who uses or plans to use Python and Pandas regularly in their day-to-day work and wants to achieve a high level of proficiency rapidly. With a hands-on, exercise-intensive design and individualized instructor coaching, students will leave this class with the capability to immediately transfer their learnings to their day-to-day work. See upcoming open Pandas Mastery Workshop classes.

This 5-day class combines our Python Foundations with our project-based Pandas Mastery Workshop. The curriculum provides an excellent introduction to the Python language and its capabilities for all things data, while also providing intensive exposure to the core workhorse tools of NumPy and Pandas that are central to data analysis in Python. See upcoming open Python for Data Analysis classes.

Machine learning models provide a fast and flexible way to build predictive models of the world, and are used for tasks ranging from predicting supply chain availability to optimizing the placement of advertisements. The tools discussed in this class are fast becoming industry standards in bioscience, finance, geology, manufacturing, and marketing. See upcoming open Machine Learning Mastery Workshop classes.

This 5-day class combines our 3-day Python Foundations with materials on data access, data visualization, and machine learning essential to data scientists. This fast-paced class is intended for practicing data scientists, data analysts, and business intelligence experts interested in using Python for their day-to-day work. The primary focus is on learning to use Python tools for data science, data analysis, and machine learning efficiently and effectively. See upcoming open Python for Data Science classes.