skillsbuild.org
Data Science Course By IBM provides AI-assisted learning, courses, tutorials, or study support.
Directory
AI Education & Learning
AI education and learning covers courses, roadmaps, and guides for people studying machine learning. Entries include university courses, free video series, reading lists, hands-on notebooks, and roadmaps that map out a path through the field. They assume different starting points, so compare the maths and programming each one expects, whether it uses a current framework, and how much practice comes with the theory. Some are kept by a university or a company, others by one person who may move on, so check when the material was last revised. The field moves quickly, and an older guide can still teach the fundamentals.
datascience.virginia.edu
Data Science Degree @ UVA refers to the University of Virginia School of Data Science. The school advances data science and artificial intelligence through interdisciplinary research, education, and collaboration. It offers undergraduate, graduate, and non-degree programs including bachelor's and master's degrees in data science, minors, PhD programs, and graduate certificates, alongside research initiatives, career services, and community outreach efforts.
uwex.wisconsin.edu
Data Science Degree @ Wisconsin refers to the University of Wisconsin Data Science program. It offers an online Master of Science in Data Science designed for working adults, as well as a 5-course Graduate Certificate in Data Science. Course availability varies each semester, and current students are advised to consult campus advisers prior to registration. The program is backed by the Universities of Wisconsin collaboration and holds accreditation.
github.com
Data Science For Beginners is a public curriculum repository hosted on GitHub by Microsoft. It provides a 10-week, 20-lesson data science learning program designed for all skill levels. The repository includes documentation for getting started and offers multi-language support for learners.
github.com
dataframe-go is a public software repository hosted on GitHub by rocketlaunchr. It provides DataFrame functionality for the Go programming language, designed to support statistics, machine learning, and data manipulation or exploration tasks.
dataiku.com
Dataiku is described as a platform for AI success that unites people, orchestration, and governance. It brings analytics, models, and AI agents together in a single governed system, with centralized routing, quotas, monitoring, and safety controls for managing LLM providers.
datarobot.com
DataRobot is a unified agent workforce platform for enterprise use. It delivers AI applications and a platform designed to maximize AI impact and minimize business risk, supporting the building, operation, and governance of AI agents. Its offerings include foundational, business, and purpose-built agents, an agentic AI platform, generative AI and predictive AI tools, AI governance and observability features, and industry and function-specific agent solutions.
github.com
Decision Tree Classifier and Regressor.
deepdreamgenerator.com
Deep Dream Generator is an AI image and video generation service. It offers 30+ AI models for text-to-image, video generation, and image editing, with no signup required to start creating. The site also hosts community creations, AI prompts, and a blog.
github.com
deeplearn-rs is a Rust library for neural networks and deep learning, described by its author as mostly a proof of concept with a changing API. Implemented models include MNIST handwritten digit recognition and a char-rnn using LSTM, alongside layers such as fully connected, LSTM, softmax, and loss functions, with SGD and RMSProp optimizers. The repository was archived by its owner on Mar 8, 2024, and is read-only.
learn.deeplearning.ai
DeepLearning.AI Short Courses provides AI-assisted learning, courses, tutorials, or study support.
github.com
Julia module for Distance evaluation.
github.com
dl4clj is a Clojure port of deeplearning4j. It provides stable features with tests, a neural networks DSL, early stopping, training, transfer learning and evaluation. The project is not yet released to Clojars.
github.com
Ready to use deeplearning docker images.
dominodatalab.com
Domino provides AI-assisted learning, courses, tutorials, or study support.
github.com
EasyFL is an easy-to-use federated learning platform based on PyTorch. It aims to let users with various levels of expertise experiment and prototype FL applications with little or no coding, and it currently focuses on horizontal FL.
elki-project.github.io
ELKI is an open source data mining software written in Java. It focuses on research in algorithms, emphasizing unsupervised methods in cluster analysis and outlier detection, and offers data index structures for performance and scalability. It is designed for researchers and students to extend.
github.com
A fast Evolution Strategy implementation in Python.
github.com
High-level wrapper built on the top of Pytorch which supports vision, text, tabular data and collaborative filtering.
github.com
A collection of functions for mathematical and statistical computing, macine learning, etc., wrapping several JVM libraries.
mad.firstmark.com
Supports teaching, studying or skills practice with AI-guided learning tools.
fullstackdeeplearning.com
Full Stack Deep Learning offers news, community, and courses for people building AI-powered products. It covers the lifecycle of an AI-powered product, from defining the problem and picking a GPU or foundation model to production deployment and continual learning.
github.com
Large scale Gaussian Mixture Models.
learn.nvidia.com
Generative AI Explained by NVIDIA is an educational course offered by NVIDIA focused on generative AI. The course includes learning objectives, a list of covered topics, a full course outline, and related training resources. It provides public virtual workshop options structured as six 2-hour sessions, and offers private team or individual training upon request.