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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.

Course Overview
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An Elementary Introduction to the Wolfram Language
Interactive Course | FREE

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

Certification Levels: CompletionLevel 1

Learn the Wolfram Language and modern computational thinking from Stephen Wolfram's book with veteran Wolfram Language instructor and developer David Withoff. The course requires no prior programming knowledge and is suitable for those at any educational level with an interest in computational thinking and its practical applications.

Course Overview
  • Section 166 minutes
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An Overview of Machine Learning in the Wolfram Language
Video Lesson | FREE

This video gives an overview of the highly automated machine learning framework in the 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.

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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 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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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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Computational Xplorations
Instructor Led | FREE

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

Certification Levels: Completion

Join this free introductory course to discover how to interactively explore nearly any field using computation. See how computational thinking—a modern blend of critical analysis and information processing—is being applied to a range of disciplines not traditionally associated with coding. From nutrition to literature, you'll learn practical ways to use knowledge-based programming in your classroom, research project or company. This class introduces innovative methods for discovering ideas and insights using the computational intelligence of the Wolfram Language, the user-friendly coding environment of Wolfram Notebooks and the curated real-world knowledge of the Wolfram Knowledgebase.

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Daily Study Group: EdTech for the Computational Classroom
Special Event | FREE

Certification Levels: Completion

Join this Daily Study Group and discover how painless it can be to bring computational learning to all course subjects. Start with a broad overview to get a sense of what's possible with Wolfram technology, from interactive graphs and geographic plots to financial and historical data analysis. Instructors will see student examples of computational lab notebooks exploring subjects like math, physics and computer science and learn how to create quizzes and exams with Wolfram's new question and assessment framework.

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Daily Study Group: Wolfram Language Basics
Special Event | FREE

Certification Levels: CompletionLevel 1

Join this three-week study group to build or refresh your knowledge of Mathematica and Wolfram Language and prepare for Level 1 certification. Using the latest version, we'll cover core areas, including programming, graphics and visualization, symbolics and numerics, data science, machine learning, image processing, video and audio computation, Wolfram Notebooks, computing in the cloud, plus tips and tricks for working efficiently with the technology.

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Data Visualization Quick Start
Video Lesson | FREE

Harness the power of the Wolfram Language to interactively visualize your data. Start with simple charts, add labels and legends and then customize the appearance. In a series of examples, you'll learn to process and incorporate additional data and create specialized visual elements, resulting in a rich interface that allows you to interactively explore your data in depth. Topics include general options for adding styles and labels to your charts, enhancing your data with wrappers and metadata and writing custom rendering functions that make use of the metadata to show additional levels of information. The class is suitable for those who have an interest in creating charts using the Wolfram Language but who have little experience with the system.

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Data Visualization with Wolfram Language
Instructor Led | SEE COURSE SCHEDULE

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

Certification Levels: Completion

With the use of a curated dataset from the Wolfram Data Repository, this course shows how to quickly visualize different data structures and how to make your graphics ready to publish and share. Domain-specific functions as well as general techniques are shared for getting the most out of your graphics. The course is intended for anyone who wants to learn more about data visualization using Wolfram Language.

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Geography in Wolfram Language
Video Course | FREE

These videos offer an introduction to built-in geography functionality in Wolfram Language. Learn about making and styling maps, creating high-resolution maps of any region of the world and using multiple styles for vector renderings. The included examples showcase how to access built-in, curated geophysical and socioeconomic data, and they also demonstrate how to visualize the data in different ways using maps.

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Hands-on Start to Wolfram Mathematica Training Tutorials
Special Event | FREE

Certification Levels: AttendanceLevel 1

Join a free online training session to learn different ways to interact with Mathematica—enter queries through free-form input and Wolfram Language, create notebooks, perform symbolic and numeric calculations, generate 2D and 3D graphics, create an interactive Manipulate, analyze data and turn your notebook into an interactive presentation. This is an exciting opportunity to learn directly from the authors of the book Hands-on Start to Wolfram Mathematica and Programming with the Wolfram Language and ask questions during the interactive Q&A. Participants will need access to either Mathematica for the desktop or Mathematica Online to utilize the hands-on aspects of this training.

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Interacting with Blockchains
Video Lesson | FREE

The Wolfram Language provides a sophisticated framework for accessing a wide variety of external services and APIs, including blockchain data. Download the notebook to follow along interactively during this recorded livecoding session. This class showcases the latest features for reading and writing data to blockchains.

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Introduction to Calculus
Interactive Course | FREE

Requirements: This course requires no prior knowledge of Mathematica or the Wolfram Language. Prerequisites for calculus include Algebra I (elementary algebra), Algebra II (intermediate algebra), elementary geometry and trigonometry or precalculus.

Certification Levels: CompletionLevel 1

A comprehensive introduction to fundamental concepts in calculus, including video lessons and interactive notebooks. Follow along with the examples in the Wolfram Cloud and use the material to prepare for the AP Calculus AB exam. The course starts with functions and limits, followed by differential calculus and its applications, and then moves on to integral calculus and its applications. Problem sessions, exercises, quizzes and a sample exam are provided for self-paced assessment. Earn a certificate by watching all lesson and problem session videos and completing the quizzes with a passing grade.

Course Overview
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Introduction to Cryptography
Interactive Course | FREE

Requirements: This course requires a basic understanding of number theory, algorithms, discrete mathematics and modular arithmetic and basic-level skills in any programming language.

Certification Levels: Completion

This course gives an introduction to the concepts, underlying math, principles and techniques of historic and modern cryptography; ties cryptographic protocols to real-world scenarios; and gives a necessary understanding of issues related to information security in general.

Course Overview
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Introduction to Differential Equations
Interactive Course | FREE

Requirements: This course requires no prior knowledge of Mathematica or the Wolfram Language. Prerequisites for differential equations include calculus and linear algebra.

Certification Levels: CompletionLevel 1

A comprehensive introduction to fundamental concepts and solution methods for differential equations, including video lessons and interactive notebooks. Follow along with the examples in the Wolfram Cloud and use the material to prepare for courses in natural science, engineering, economics and other fields. The course starts with a discussion of direction fields and methods for solving first-order differential equations, followed by the study of second-order equations and their applications, and then moves on to solving systems of differential equations. Problem sessions, exercises and quizzes are provided for self-paced assessment. Earn a certificate by watching all lesson and problem session videos and completing the quizzes with a passing grade. Level I certification in Differential Equations is awarded to those who meet the completion requirements and also pass the course final exam.

Course Overview
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Introduction to Elementary Algebra
Interactive Course | FREE

Certification Levels: CompletionLevel 1

Elementary algebra is a prerequisite for multiple mathematics and statistics courses, and a strong foundation in algebra can help you better understand more advanced math. This course introduces the basic concepts of algebra as well as common types of problems and how to solve them. Start with algebraic definitions and then move on to linear equations, linear inequalities, polynomials and quadratic equations. The instructor also discusses word problem examples in each section and walks through the steps to finding a solution.

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Introduction to Fractional Calculus
Video Course | FREE

Learn about computing fractional derivatives and using the popular Laplace transform technique to solve systems of linear fractional differential equations using Wolfram Language. The first video describes the basics of fractional calculus, defines some of the common differintegrals and introduces the built-in FractionalD and CaputoD functions. The second video focuses on using LaplaceTransform and InverseLaplaceTransform to convert from time domain to frequency domain and back again. It also demonstrates how you can combine the Laplace transform with MittagLefflerE functions and CaputoD derivatives. The final video provides more background on fractional calculus and its uses and showcases demonstrative examples of both single fractional differential equations and systems of linear fractional differential equations.

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Introduction to Image Processing
Interactive Course | FREE

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

Certification Levels: CompletionLevel 1

Make cutting-edge image processing simple with the Wolfram Language. Learn the fundamentals of digital image processing, including image representation and classical operations on images. This course emphasizes practical applications and understandable explanations of how image operations work. Numerous examples are included to illustrate standard applications.

Course Overview
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Introduction to Linear Algebra
Interactive Course | FREE

Requirements: This course requires no prior knowledge of Mathematica or the Wolfram Language. Prerequisites for linear algebra include algebra, elementary geometry and trigonometry.

Certification Levels: CompletionLevel 1

A comprehensive introduction to fundamental concepts in linear algebra, including video lessons and interactive notebooks. Follow along with the examples in the Wolfram Cloud and use the material to prepare for courses in data science, engineering and other fields. The course starts with linear equations and matrices, followed by determinants and eigenvalues, and then moves on to inner products and the singular value decomposition. Application sessions are included to show uses of linear algebra in the real world. Exercises and quizzes are provided for self-paced assessment.

Course Overview
  • Section 138 minutes
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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 the 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. We will start with regression, classification, clustering and anomaly detection, and from there, we'll move on to the state-of-the-art Neural Net Framework. Examples using the Wolfram Neural Net Repository are shown with instructions for building your own neural networks from scratch. Basic familiarity with Wolfram Language or introductory-level skill in any programming language is recommended.

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Introduction to Mathematica for Students and Teachers
Video Course | FREE

Certification Levels: Level 1

This video course provides an introduction to Mathematica for students, teachers and beginners of all kinds. It quickly covers a wide range of topics from algebra to calculus using examples, all delivered from the viewpoint of a highly skilled and experienced classroom teacher. It starts with the concept of a computational notebook and builds step by step to more advanced topics such as plotting, graphics and solving equations. The course includes techniques for entering mathematical notation using your keyboard and palette buttons and finding help using the Wolfram Documentation Center. The course is recorded by Ruth Dover, a math instructor and Wolfram Innovator who has taught thousands of students how to use Mathematica and Wolfram Language over the course of her career.

Course Overview
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Introduction to Notebooks
Interactive Course | FREE

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

Certification Levels: Completion

Wolfram Notebooks have been widely adopted as the modern environment for technical workflows. In this course, you will be introduced to these powerful and interactive documents for computation, programming, generating reports and creating presentations. Learn how to style notebooks and create interactive interfaces using built-in Wolfram Language functionality. Generate immediate results with the natural language queries and reach your audience on multiple platforms with universal deployment options.

Course Overview
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