All Classes and Courses

Advancing Physics Research and Teaching with Wolfram Language

Webinar | FREE

Certification Levels: Attendance

Learn how to leverage Wolfram’s ready-to-use physics data, powerful statistical analysis tools and state-of-the-art symbolic and numerical computation as a unified solution for physics research and teaching.

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 Wolfram Language.

APIs, Forms and Web Applications in the Wolfram Cloud

Video Lesson | FREE

This class shows how to generate web content using 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 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

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.

Back to School with AI Tools and Wolfram

Video Lesson | FREE

This video explains how generative AI can be used to help students meet their learning goals and also help teachers teach and assess critical and creative thinking skills.

Basic Programming

Video Course | FREE

It is so easy to create programs in the Wolfram Language! Starting with a 60-second app, this video course shows techniques for attaching controls to your computations, making interfaces usable and beautiful, and interactively exploring everything from text and math to graphics and sound. Understand how to import data into the Wolfram System, as well as export your results in a variety of file formats. Finally, you'll try out the functional programming paradigm, with advice from our experts, to improve the performance of your programs.

Becoming a Data Curator

Video Course | FREE

Join a Wolfram|Alpha data scientist for this recorded, three-part livecoding series as they guide you in taking data from the web, importing and cleaning it, preparing it for computation in the Wolfram Language and uploading it to the Wolfram Data Repository.

Big Problems with Big Data: Managing Risks in AI

Archived Event | FREE

Certification Levels: Attendance

This talk explores the issues you need to consider in making data-driven decisions. It discusses topics such as when machine learning is appropriate, sources of bias, validation and explainability of models and decision-making criteria.

Biodiversity Explorations with Machine Learning
(Study Group Sessions)

Archived Event | FREE

Learn to apply machine learning techniques and Wolfram Language functions to biodiversity data. These Study Group sessions begin by introducing you to biodiversity data access functions available with the entity framework built into the Wolfram Language and in the Wolfram Function Repository. Later sessions cover examples of classification, social media text analysis, audio processing of bird sounds and deploying a trained neural network image classifier to your mobile phone. Each session includes lessons, polls to review key concepts and practice problems.

Blockchain Foundations

Video Lesson | FREE

This video lesson explains how underlying computer Internet technology and cryptography enables and secures blockchain systems and also explores fundamental Bitcoin concepts.

Breaking the Boundaries of Data Science

Video Lesson | FREE

What do we mean by multiparadigm data science? Presenter Jon McLoone answers this question by showing examples of using computation with data that go beyond traditional statistical methods. Using the Wolfram Language to perform computations in sentiment analysis, signal processing and graph theory, Jon illustrates that various domains of computation can be combined to yield new insights into the data. The role of automation in making deep data exploration more accessible is introduced. Machine learning examples are shown. The class ends with a demonstration of a web-based application and API deployment for making results, reports and presentations interactive and collaborative.

Bringing Math to Life through Visual Learning

Video Lesson | FREE

This video class demonstrates how to encourage critical thinking in the classroom with the use of Wolfram|Alpha and the Wolfram Demonstrations Project. No previous experience with Mathematica or Wolfram Language is required.

Building a Data Science Pipeline

Webinar | FREE

In this webinar, you will learn the fundamental steps needed to complete a data science project from start to finish. Using a food dataset as a starting point, you will learn how to import, clean up and restructure categorical data. Along the way, you will learn how to replace anomalous values, canonicalize data, handle missing values and use machine learning to extract features from data.

Building an App in 60 Seconds

Video Lesson | FREE

With the Wolfram Language, you really can build a useful, interactive app for exploring ideas in just minutes. Starting with the 60-second app, this course covers the ins and outs of the Manipulate command, the key to instantly interactive interfaces. You'll learn techniques for attaching controls to your computations, making interfaces usable and beautiful and interactively exploring everything from text and math to graphics and sound.

Building and Applying Epidemiological Models

Video Course | FREE

Follow this video course to learn about the basics of epidemiology modeling. The first few lessons will review basic dynamic transmission models, and each lesson will build on previous lessons to create progressively more complicated models that can be used to simulate real-world scenarios. The course uses data from past and present epidemics to explore how the models work and what can happen when model parameters are changed. The models are constructed and simulated using Wolfram Language and built-in data from the Wolfram Knowledgebase.

Building and Training Basic Neural Networks

Video Lesson | FREE

The Wolfram Language neural network framework provides symbolic building blocks to build, train and tune a network as well as automatically process input and output using encoders and decoders. Learn how to do this in steps, along with examples of logistic regression and basic image recognition.