Wolfram U

All Classes and Courses

Find the resources you need to learn about computational fields and further your understanding of Wolfram technologies.

Click any button to browse all catalog resources in a particular area or use the filters to refine your search. The catalog includes free, self-paced, interactive courses, standalone video lessons, video courses and scheduled instructor-led courses as well as archived and special events. Learn about the different course types.

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250 results

APIs, Forms and Web Applications in the Wolfram Cloud

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.

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Applying Neural Networks Webinar Series

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.

Course Overview
  • Video 16 minutes
  • Video 245 minutes
  • Video 322 minutes
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  • Video 517 minutes
  • Video 642 minutes
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  • Video 88 minutes
  • Video 957 minutes
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Asymptotics: The Art of Approximation

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.

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Automated Data Science

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.

Course Overview
  • Video 135 minutes
  • Video 225 minutes
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Automated Structure Discovery: Unsupervised Learning

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.

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Back to School with AI Tools and Wolfram

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.

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Basic Programming

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.

Course Overview
  • Video 121 minutes
  • Video 215 minutes
  • Video 329 minutes
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Becoming a Data Curator

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.

Course Overview
  • Video 1122 minutes
  • Video 2113 minutes
  • Video 3101 minutes
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Biodiversity Explorations with Machine Learning
(Study Group Sessions)

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.

Course Overview
  • Video 147 minutes
  • Video 239 minutes
  • Video 344 minutes
  • Video 445 minutes
  • Video 577 minutes
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Blockchain Foundations

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.

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Breaking the Boundaries of Data Science

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.

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Bringing Math to Life through Visual Learning

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 the Wolfram Language is required.

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Building an App in 60 Seconds

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.

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Building and Applying Epidemiological Models

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.

Course Overview
  • Video 142 minutes
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Building and Training Basic Neural Networks

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.

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Building Applications with the Wolfram Cloud

Building Applications with the Wolfram Cloud
Video Course | FREE

The Wolfram Cloud offers an interactive, seamless way to store code and data as well as perform computations. You can also build and deploy web forms and APIs that can be shared with others and accessed from multiple devices. Learn about using Wolfram Language functions to build applications in the Wolfram Cloud. Lessons begin with a brief introduction to cloud objects before moving on to various ways of interacting with and using them in applications. The course concludes with real-world examples of cloud-deployed applications.

Course Overview
  • Video 111 minutes
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Building Applications with the Wolfram Neural Net Repository

Building Applications with the Wolfram Neural Net Repository
Video Lesson | FREE

Learn to build applications using the neural network models available in the Wolfram Neural Net Repository. This class showcases existing models in the repository and the different tasks for which they are intended, such as classification, feature extraction, image processing, regression, language modeling and more, with new models and new application areas being added all the time. Use cases showing applications built by students from Wolfram summer programs are shared. Learn to leverage available models to create your own applications.

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Building Blocks for Deep Learning

Building Blocks for Deep Learning
Video Course | FREE

This video course explores how to construct neural networks in the Wolfram Language. 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. You'll learn how to build feed-forward networks and about recurrent neural nets and why they are interesting.

Course Overview
  • Video 128 minutes
  • Video 227 minutes
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Built-in Machine Learning in Wolfram Language

Built-in Machine Learning in Wolfram Language
Video Lesson | FREE

You can apply machine learning to diverse subject areas without expert-level knowledge with the help of Wolfram Language. Even though you can build complicated models from scratch, you can also use any of the existing, pre-trained models on different inputs like text, numbers and images. This video introduces the many machine learning functions available for such wide-ranging tasks as image identification, text recognition, sentiment classification and others.

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Business Analytics and Research with the Wolfram Language

Business Analytics and Research with the Wolfram Language
Video Lesson | FREE

The Wolfram Language has built-in, ready-to-use financial and socioeconomic data, including current and historical stock prices and currency exchange rates. This video shows you how to use natural language as well as built-in Wolfram Language functions to query this data and compute with it. It also demonstrates the use of automated machine learning models and customized visualization for the development and enhancement of a business intelligence workflow. Several real-world examples are used to explain how the Wolfram Language can be used for business analytics and research.

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Calculus Applications and Algorithms

Calculus Applications and Algorithms
Video Lesson | FREE

This class provides applications of calculus functions in the Wolfram Language and a discussion of the internal methods used for solving problems.

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Calculus Concepts and Applications

Calculus Concepts and Applications
Video Course | FREE

This video course begins with an overview of basic calculus operations and takes you on an exploration of Wolfram Language functions, including those used for computing integrals and solving differential equations. Learn from one of our symbolic computing experts about applications of calculus to real-world problems, gain insight into the technology underlying our built-in calculus functions, and find some interesting historical mathematical references as well as resources for further study. Allow the Wolfram Language to introduce you to—or help you to rediscover—some of the beauty and utility of calculus.

Course Overview
  • Video 130 minutes
  • Video 223 minutes
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Calculus Fundamentals

Calculus Fundamentals
Video Lesson | FREE

This class gives a broad overview of calculus operations in the Wolfram Language. Learn details about the functionality for computing integrals and solving differential equations, and become familiar with the Wolfram Language built-in functions Integrate and DSolve. See how animations and interactive graphics are useful for understanding concepts. This class is suitable for beginners wanting to use Mathematica and the Wolfram Language to solve calculus problems.

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Can I Spot a Cheat?

Can I Spot a Cheat?
Interactive Course | FREE

Requirements: This course requires basic working knowledge of the Wolfram Language, common data visualisations (histograms) and empirical and probability distributions.

Certification Levels: CompletionLevel 1

Being able to measure variations in data and identify abnormal variation is an important skill in many fields. In the financial sector, for example, fraudulent behaviour can cost huge sums of money. In this Computational Thinking module, you will learn how to recognise patterns in data that differ “significantly” from the norm and learn how to provide evidence that the source of one dataset is different to another. You will learn how to use significance levels to quantify how unexpected the patterns or differences were, ultimately writing and interpreting your own hypothesis test.

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Course Type

  • Interactive Courses
  • Video Lessons
  • Video Courses
  • Instructor-led Courses
  • Archived and Special Events

Interactive Courses

Also known as MOOCs (massive open online courses), these courses are hosted on the Wolfram Cloud and allow you to interactively explore concepts using Wolfram Language functionality.

  • Self-paced with progress tracking

  • Include video lessons, exercises and problems, quizzes, exams and a scratch notebook

  • Sharable completion certificates available for all courses

  • Wolfram Level 1 proficiency certifications available for select courses

Video Lessons

Short recorded lessons that provide limited instruction on a computational topic or for using Wolfram tech.

  • Quick-start videos

  • Lessons from content experts

  • A wide variety of beginner-level lessons

  • Free to watch

Video Courses

Video series that build on preceding lessons to provide comprehensive instruction.

  • Each video course features a playlist of sequential lessons

  • Recorded by Wolfram certified instructors

  • Comprehensive coverage of a particular topic

  • Free to watch

Instructor-led Courses

Scheduled as online and in-person classes, these courses provide comprehensive instruction guided by a live instructor.

  • Registration required to reserve your seat

  • Taught by Wolfram certified instructors

  • Opportunity to pose live questions to experts in the room

  • Course completion certificates available

Archived and Special Events

Presentations by Wolfram developers, content experts and instructors.

  • Webinars on special topics and new release functionality

  • Livecoding sessions

  • Wolfram Daily Study Groups

  • Free to watch