All Classes and Courses

Introduction to Machine Learning in Wolfram Language

Instructor Led | SEE COURSE SCHEDULE

Requirements: This course requires basic working knowledge of Wolfram Language.

Certification Levels: Completion

This course introduces some of the basic concepts of machine learning as well as easy-to-use machine learning superfunctions available in Wolfram Language. You will learn how to perform supervised and unsupervised learning tasks with just a few lines of code.

Introduction to Neural Networks in Wolfram Language

Instructor Led | FREE

Requirements: This course requires basic working knowledge of Wolfram Language.

Certification Levels: Completion

This course provides an introduction to the state-of-the-art Neural Net Framework in Wolfram Language. Learn about the Neural Net Repository and transfer learning, as well as how to train, test and look inside a neural net.

Notebooks as Instructional Tools

Instructor Led | FREE

Requirements: This course requires no prior knowledge of Wolfram Language or Mathematica.

Certification Levels: Completion

This course explores the versatility of Wolfram Notebooks for teaching and learning. Learn to write code with the help of natural language processing and chat-enabled notebook cells. Get practice and instruction in creating interactive content for sharing in notebooks, on the cloud and on the web.

Paclet Development

Video Course | FREE

In this video course, learn the basics of developing paclets, including writing paclet.wl files and authoring documentation for your functions. Examples walk you through writing and deploying paclets for the Wolfram Paclet Repository as well as your GitHub profile.

Quick Start to Wolfram Tech

Instructor Led | SEE COURSE SCHEDULE

Requirements: This course requires no prior knowledge of Wolfram Language or Mathematica.

Certification Levels: Completion

This course introduces core technologies for getting started quickly with the Wolfram technology stack. Learn to work with Wolfram Notebooks in the cloud as well as on your desktop and familiarize yourself with the syntax and programming fundamentals of Wolfram Language. Scheduled as online and in-person classes, this course provides comprehensive instruction guided by a live instructor. No prior experience with Wolfram Language is required. Certificate of course completion available.

The Neural Net Framework: A Gentle Introduction

Video Course | FREE

Learn how neural networks can be viewed as differentiable programs in the context of calculus. The course covers fundamental concepts related to building, training and validating neural net models. See how the symbolic nature of Wolfram Language and the Neural Net Framework itself make it easy to take apart layers in the network and create visualizations to help you understand how it works.

Wolfram Language Programming Proficiency

Instructor Led | FREE

Requirements: This course sequence does not require experience with Wolfram Language to start; it is suitable for those with introductory-level skill in any programming language.

Certification Levels: CompletionLevel 1Level 2

This three-part course sequence is organized especially for those wanting comprehensive instruction and preparation for Wolfram Language Level 1 and Level 2 certifications and for anyone wanting to further develop their Wolfram Language programming skills and learn about interfaces and deployment as well as best practices for working with data and developing packages.

Zero to AI in 60 Minutes

Video Course | FREE

Follow this video series to get started with machine learning in Wolfram Language. Examples demonstrate machine learning concepts and the automated machine learning capabilities in Wolfram Language.

3D Game Development in Wolfram Language

Video Lesson | FREE

You can create an interactive 3D video game entirely in the Wolfram environment, using Wolfram Language and the notebook front end interface.

A Guide to Mathematics with Wolfram Language

Video Course | FREE

Learn about using Wolfram Language for a broad range of mathematics. You can do symbolic, numeric and algebraic calculations, as well as geometry and calculus. These videos will introduce tools for solving and manipulating equations and calculations, including logical, Boolean and geometric expressions. Various built-in functions to help you solve polynomial and linear equations as well as number precision and order of interpolation are discussed. The videos cover common applied mathematics topics, such as matrices, linear algebra, optimization and numerical calculus. More advanced applications like time series calculations, image processing functionality and some data management are featured in later videos.

A Guide to Programming with Wolfram Language

Interactive Course | FREE

Requirements: This course requires basic working knowledge of Wolfram Language

Certification Levels: CompletionLevel 1

Go beyond the basics of programming in Wolfram Language. Learn how to write more complex programs in different programming styles as well as utilize flow control primitives and other features of this high-level programming language. Wolfram Language has a wealth of built-in functions that require little or no programming, but there are special applications that require programming to get the code to do things that go beyond those built-in capabilities. This course offers a collection of useful tips and technical details for intermediate-level programmers.

Advanced 3D Graphics in the Wolfram Language

Video Lesson | FREE

The Wolfram Language provides incredibly flexible and powerful graphics primitives for general use as well as for highly sophisticated visualization. This class presents a walk-through of 3D graphics options, including lighting control, camera setup and surface properties such as opacity and texture. Hints and pro tips to make your graphics interactive, dynamic and more efficient are also included. This class is for those who are experienced with Wolfram Language graphics functionality.

Advanced Programming

Video Course | FREE

If you are serious about software development in the Wolfram Language, this video course is for you. Pick up tips for writing fast code and learn about programming within the Wolfram Workbench IDE, including useful information on creating application-specific documentation for your Wolfram Language app and for embracing a test-driven development style. Finish with a quick look at web-based development for deploying applications to the cloud.

An Overview of Blockchain Design

Video Lesson | FREE

This class will help you identify the basic design considerations and some of the common approaches to problem solving in blockchain ecosystems.

An Overview of Deep Neural Networks Applications

Video Lesson | FREE

This video lesson shows many examples of problems that can be solved with deep neural nets, including image classification, sequence prediction, speech recognition and question answering.

An Overview of Machine Learning in Wolfram Language

Video Lesson | FREE

This video gives an overview of the highly automated machine learning framework in Wolfram Language, which allows you to do so much with just a few lines of code. You will learn about high-level functions that are task oriented and can be applied to a variety of input such as text, images and numeric data. Examples include building a simple image search and classification system, topic classification of text and prediction of sale prices of homes.

Analysis and Design of Control Systems

Video Lesson | FREE

Requirements: Some experience with control systems is recommended for the course.

This course shows how to work with the control systems objects created in Wolfram Language. Topics include frequency domain analysis, state space analysis, and state space design.

Analyzing Systems Using Wolfram Language and System Modeler

Video Course | FREE

Requirements: This course requires basic working knowledge of Wolfram Language and System Modeler.

This course uses a series of examples to demonstrate how to use System Modeler and Wolfram Language as an integrated environment for modeling, simulating, analyzing and understanding system designs. This course is for those who are interested in a deeper understanding of how Wolfram System Modeler, Wolfram Language and Modelica work together. Basic familiarity with Wolfram Language and System Modeler is recommended. Download the course materials, including a set of Wolfram Notebooks and a System Modeler package, and follow along with the video tutorials.

Analyzing Text to Answer Fact-Based Questions

Video Lesson | FREE

This video class introduces FindTextualAnswer, the built-in Wolfram Language function that combines well-established techniques for information retrieval with state-of-the-art deep learning techniques to find answers in text. FindTextualAnswer analyzes text and can yield several possible answers, the probabilities of those answers being correct and other properties that can help you understand the context of each answer in response to your specific, fact-based questions. In this class, you will learn the scope of this function and some practical applications, as well as gain insights into how it is implemented and the deep learning approach available in the Wolfram Language.

APIs, Forms and Web Applications in the Wolfram Cloud

Video Lesson | FREE

This class shows how to generate web content using the Wolfram Language, including static and interactive webpages in the Wolfram Cloud. The video demonstrates how to create and deploy APIs and web forms. Security options and permissions for deployed webpages are discussed. Real-world examples include calling Wolfram Cloud APIs from a web application and hosting it in the Wolfram Cloud.

Applying Neural Networks Webinar Series

Archived Event | FREE

This webinar series takes you on a deep dive into the latest workflows for building, training and evaluating neural networks. See how neural net models are used to solve complex processing tasks involving image, audio and natural language data. Sessions include hands-on demonstrations, showing real-world applications using the latest built-in Wolfram Language functionality and neural net models. Pretrained models from the Neural Net Repository and customized models are shown.

Asymptotics: The Art of Approximation

Video Lesson | FREE

This video class introduces asymptotics as an alternative to exact and numerical methods. The class opens with some historical notes and explains how asymptotic methods can be useful. Examples shown include applications for the solution of differential equations, integrals, difference and algebraic equations and the computation of sums of infinite series. Learn how to use the built-in asymptotic functions in the Wolfram Language to solve hard problems that cannot be solved exactly.

Automated Data Science

Video Course | FREE

Learn about machine learning functions that have been tuned to automate the data science process. This video course shows examples of using computation with data that go beyond traditional statistical methods and highlight the role of automated modeling in the modern data science process. Automated classification and regression functionalities are demonstrated using the built-in Wolfram Language symbols Classify and Predict.

Automated Structure Discovery: Unsupervised Learning

Video Lesson | FREE

The Wolfram Language has functions that work directly on many types of data and automatically extract some sort of structure from it. FindClusters, ClusteringTree and ClusteringComponents are examples of functions that perform the unsupervised learning task of clustering. ClusterClassify classifies new samples based on information gathered from unlabeled input data via clustering. Other functions like FeatureExtract, FeatureNearest, FeatureSpacePlot and DimensionReduce provide tools for automatic exploration of the data in the feature space. This video introduces these functions to get you started on unsupervised machine learning tasks. It is suitable for beginners without previous knowledge of machine learning.