UNIFEI-IESTI01-TinyML-2023.1

TinyML course

A comprehensive machine learning course for embedded devices, covering the basics of TinyML and its applications

TinyML - Machine Learning for Embedding Devices

GitHub

44 stars
2 watching
11 forks
Language: Jupyter Notebook
last commit: 4 months ago

Related projects:

Repository Description Stars
emlearn/emlearn-micropython An embedded machine learning library that enables efficient model deployment on microcontrollers without requiring C code 83
mitmath/18337 A course project on parallel computing and scientific machine learning using Julia programming language 226
shanky-21/machine_learning A collection of machine learning techniques taught through interactive Jupyter Notebooks 29
gigwegbe/tinyml-papers-and-projects A curated list of papers and projects exploring the intersection of machine learning and embedded systems, with a focus on optimizing models for resource-constrained devices. 757
josephmisiti/machine-learning-module A collection of machine learning tutorials and lectures from Professor M. A. Girolami's 2006 course. 465
ml-tooling/ml-workspace An all-in-one web-based IDE for machine learning and data science 3,438
pbiecek/biocoll2021 An open-source tutorial project providing materials and datasets for teaching machine learning with R 8
mi2datalab/responsibleml-user2021 Materials and resources for learning about responsible machine learning through tutorials, videos, and datasets. 16
ogrisel/notebooks A collection of incomplete machine learning experiments in Jupyter Notebooks 565
ogrisel/parallel_ml_tutorial A tutorial on parallel machine learning with scikit-learn and IPython 1,592
ai-techsystems/deepc A vendor-independent deep learning library and framework for small form-factor devices. 563
fmicompbio/adv_scrnaseq_2020 Educational materials and exercises for a course on advanced topics in single-cell transcriptomics 17
jczic/micromlp A lightweight implementation of a multilayer perceptron neural network for use in embedded systems and microcontrollers 183
matifali/dockerdl A Docker image for deep learning environments with pre-installed packages and tools 78
yining1023/machine-learning-for-the-web An interactive machine learning project that teaches common high-level techniques and applies them to generate creative outputs in the browser. 406