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STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison
This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en
Four Courses Specialization Tensorflow in practise Specialization
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
This repository contains the draft PDF copies of the book: The 100 Page Machine Learning Book
Official website of the book: http://themlbook.com/
A comprehensive reference for all topics related to Natural Language Processing
Top 200 deep learning Github repositories sorted by the number of stars.
A list of popular github projects related to deep learning
Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
In the Data Science and Engineering program, engineering professionals combine the skills of software programmer, database manager, and statistician to create mathematical models of the data, identify trends/deviations, then present them in effective visual ways that can be understood by others. Data scientists unlock new sources of economic value, provide fresh insights into science, and inform decision makers by analyzing large, diverse, complex, longitudinal, and distributed data sets generated from instruments, sensors, internet transactions, email, video, and other digital sources. Students entering the MAS program for a degree in Data Science and Engineering will undertake courses in programming, analysis, and applications management and visualization. This program requires three foundational courses, four core courses, and two electives totaling thirty-four units, plus a capstone team project course of four units, for a total of thirty-eight units.
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
Weighted Principal Component Analysis (PCA) in Python
Github repo to upload demo files of youtube videos and linkedin
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.