Wolfram U Courses

Introduction to Machine Learning: Daily Study Group

Review the first six chapters of Etienne Bernard's Introduction to Machine Learning: key concepts, classification, regression and clustering, with guided Wolfram Language code examples and exercises.

• Wolfram U
• 5 hours
• Self-Paced
• Free Certificate

Curating Data and Integrating the Wolfram Data Framework: Wolfram U

Import, clean, structure, visualize and publish external data with the Wolfram Language, using the Wolfram Knowledgebase and Wolfram Data Framework to extend your sources.

• Wolfram U
• 52 minutes
• Self-Paced
• Free Online Course

Wavelet Analysis Video Series: Wolfram U

Learn wavelet decomposition of signals in the Wolfram Language: transform types, common algorithms, visualizations, and applications in denoising, edge detection, compression, and financial analysis.

• Wolfram U
• 1 hour
• Self-Paced
• Free Online Course

Calculus Concepts and Applications Video Series: Wolfram U

Compute derivatives and integrals, solve differential equations, and apply calculus to practical problems using built-in Wolfram Language functions and interactive graphics.

• Wolfram U
• 53 minutes
• Self-Paced
• Free Online Course

Differential Equations, Interactive Online Video Course: Wolfram U

Solve first- and second-order differential equations and linear systems: visualize direction fields, compute series solutions, apply Laplace transforms, and model real problems in interactive notebooks.

• Wolfram U
• 12 hours
• Self-Paced
• Free Certificate

Discrete Calculus with Wolfram Language: Wolfram U

Explore the foundations of discrete calculus: work with sequences, series, permutations, combinations, probability and Riemann sums using Wolfram Language syntax, notation and number families.

• Wolfram U
• 3 hours
• Self-Paced
• Free Online Course

Introduction to Fractional Calculus: Wolfram U

Compute fractional derivatives with FractionalD and CaputoD, then use LaplaceTransform and Mittag-Leffler functions to solve systems of linear fractional differential equations in Wolfram Language.

• Wolfram U
• 49 minutes
• Self-Paced
• Free Online Course

Introduction to Statistics, Interactive Online Video Course: Wolfram U

Learn to visualize data with histograms and stem-and-leaf plots, calculate means and standard deviations, construct confidence intervals, and perform hypothesis and chi-square tests.

• Wolfram U
• 3 hours
• Self-Paced
• Free Certificate

Introduction to Probability, Interactive Online Video Course: Wolfram U

Learn basic probability concepts, simulate probabilities with random variables, identify discrete, continuous and derived distributions, and apply probability computations to real-world data.

• Wolfram U
• 3 hours
• Self-Paced
• Free Certificate

Hands-on Start to Mathematica: Online Tutorials

Get started with Mathematica: create notebooks, enter free-form and Wolfram Language input, perform symbolic and numeric calculations, build 2D and 3D graphics, Manipulates and presentations.

• Wolfram U
• 1 hour
• Self-Paced
• Free Certificate

Computational Audio Video Series: Wolfram U

Process audio in the Wolfram Language: apply audio effects, synthesize and generate signals, and analyze audio data for music, speech and broadcasting applications.

• Wolfram U
• 1 hour
• Self-Paced
• Free Online Course

Neural Network Applications: Audio Processing: Wolfram U

Build an audio classifier in Wolfram Language: encode audio data, apply convolutional and recurrent networks, perform network surgery on pretrained models, and demonstrate transfer learning.

• Wolfram U
• 1 hour
• Self-Paced
• Free Online Course

Getting Started with Machine Learning: Wolfram U Class

Explore machine learning paradigms in Wolfram Language: use built-in automated functions and neural networks on numeric, image, audio and text data for classification, prediction and clustering.

• Wolfram U
• 1 hour
• Self-Paced
• Free Online Course

Becoming a Data Curator Livecoding Series: Wolfram U

Collect data from the web, then import, clean and prepare it for computation in the Wolfram Language and publish it to the Wolfram Data Repository.

• Wolfram U
• 5 hours
• Self-Paced
• Free Online Course

Introduction to Neural Networks: Wolfram U

Build and train a digit classifier in the Wolfram Language: combine layers in chain and graph containers, apply encoders and decoders, and reuse pre-trained networks.

• Wolfram U
• 47 minutes
• Self-Paced
• Free Online Course