uea-datascience Goto Github PK
Name: UEA_ML
Type: User
Company: University of East Anglia
Bio: University Lecturer - Computing Sciences
Location: UK - England
Name: UEA_ML
Type: User
Company: University of East Anglia
Bio: University Lecturer - Computing Sciences
Location: UK - England
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
DO NOT EDIT THE CONTENTS OF THIS REPO DIRECTLY! Publicly available materials that are used in the Data 8 Foundations of Data Science course during the Spring 2020 semester. Generated by data-8/assignments (private).
Data 8 Public Materials for Summer 2020
Create a web based control panel for your Micropython project. Web server, parallel processing and web API.
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
Connect the Raspberry Pi Pico W to Wi-Fi and create a simple web control panel
Sample code for PIE / ENGR2110
Python script to create simple posters, using simple phrases and background images.
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Public course materials for CS+ORIE+STSCI 1380, Cornell University, Spring 2019
Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"
Python interface for the Firmata (http://firmata.org/) protocol. It is compliant with Firmata 2.1. Any help with updating to 2.2 is welcome. The Capability Query is implemented, but the Pin State Query feature not yet.
Course materials for teaching data visualization in Python.
Python 3.x notebooks about real-world data cleaning and visualization
Basic concepts and usage of python libraries.
Data Science Notebook on a Classification Task, using sklearn and Tensorflow.
Public archive of sp19 materials
Detection of emotions from speech with neural networks
Tutorial: Support Vector Machine from scratch using Python3
Principles and Techniques of Data Science, the textbook for Data 100 at UC Berkeley
The textbook Computational and Inferential Thinking: The Foundations of Data Science
Pretrained models for TensorFlow.js
The Hundred-Page Machine Learning Book Book by Andriy Burkov
Simple&Basic Python implementations for machine learning algorithms introduced in The Hundred Page Machine Learning Book
Text and supporting code for Think Stats, 2nd Edition
Binary Time Series Classification using two different approaches: LSTM with Dropout and LSTM with Attention.
Analysing Weed Pricing across US - Data Analysis Workshop
All course materials for the Zero to Mastery Machine Learning and Data Science course.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.