A course on reinforcement learning in the wild. Taught on-campus at HSE and YSDA and maintained to be friendly to online students (both english and russian). The syllabus is approximate: the lectures may occur in a slightly different order and some topics may end up taking two weeks.
reinforcement-learning course-materials deep-learning deep-reinforcement-learning git-course mooc theano lasagne tensorflow pytorch pytorch-tutorials kerasThis repository contains code examples for the course CS 20: TensorFlow for Deep Learning Research. It will be updated as the class progresses. Detailed syllabus and lecture notes can be found here. For this course, I use python3.6 and TensorFlow 1.4.1. For setup instruction and the list of dependencies, please see the setup folder of this repository.
tensorflow deep-learning tutorial nlp natural-language-processing chatbot machine-learning stanford course-materialsFor the work in progress. See the file book/README.md for more details.
lti course-materials oer moocThis repo supplements Deep Learning course taught at YSDA and Skoltech @spring'18. For previous iteration visit the fall17 branch. Lecture and seminar materials for each week are in ./week* folders. Homeworks are in ./homework* folders.
deep-learning course course-materials theano lasagneA curated list of awesome books, videos, courses and resources about making a startup.
startup entrepreneurs engineering advice awesome awesome-list venture-capital free-software free code startup-services course-materialsWelcome to the Microsoft R for Data Science Course Repository. You can find the latest materials from the workshop here, and links for course materials from prior iterations of the course ca be found in the version pane. While this course is intended for data scientists and analysts interested in the Microsoft R programming stack (i.e., Microsoft employees in the Algorithms and Data Science group), other programmers might find the material useful as well.Please refer to the course syllabus for the full syllabus. The goal of this course is to cover the following modules, although some of the latter modules may be repalced for a hackathon/office hours.
r microsoft-r-server spark sparkml sparklyr data-science course-materials microsoftToday in class we discussed spatial history, that is, history which focusses very strongly on the cultural history of space and place. There is nothing intrinsically digital about spatial history, nor is it necessarily qunatitative in nature; but the incredible development of Geographical Information Systems (GIS) in the last 15 years has made the use of interactive digital maps an attractive target for historians. Sophisticated works such as the Spatial History Project and Ben Schmidt's Whaling Maps Project take substantial technical effort to achieve their effects; in general, lengthy training in the use of specialized GIS software is required. We have our own example in the DECIMA Project run by Prof. Terpstra in our department.
assignment course-materials in-class-activity gis history exercise htmlHere are the steps to set this up on localhost on a Macintosh using MAMP.
tsugi lti database mooc course-materialsThis repository contains slides, tutorials and exercises for two university lectures taught in the Pázmány Péter Catholic University of Budapest. This work is licensed under a Creative Commons Attribution 4.0 International License.
course-materials tutorial scripting-language scikit-learn numpyOn November 10th 2017, we present a breakout session "Data-Driven Neurophysiology and Neuronal Modelling". It is part of the Society for Neuroscience (SfN) Annual Meeting Preconference Sessions, SHORT COURSE 2: Neuroinformatics in the Age of Big Data: Working With the Right Data and Tools. The content of this tutorial is located here.
computational-neuroscience course-materials tutorialsMachine Learning Course Materials by Various Authors is licensed under a Creative Commons Attribution 4.0 International License. The author of each document in this repository is considered the license holder for that document.
machine-learning course-materialsI take a lot of summary notes here, but I will often also put my learnings into an anki deck which is a wonderful way to do spaced repetition learning for long term retention. Taking summary notes in combination with some form of active recollection has worked really well for me and would be my recommendation to anyone looking to always be learning in this fast changing industry. Write notes in Markdown with embedded LaTeX. When you push to develop, get CircleCI to render HTML pages using a small Ruby script and Pandoc, and then push the results to a Github Pages branch. The website build process is based on work by @davepagurek.
learning computer-science software-engineering mathematics waterloo unix data-science data-engineering algorithm university educational education math engineering research course-materials aws blogSome course materials for the Research Design in Political Science lecture series in Government at the London School of Economics and Political Science. Read more about why this course is on GitHub here.
teaching teaching-materials course-materials political-science research-design methodology bsc undergraduate syllabusThis is the code repository for Hands-On Vuex for Vue.js Applications [Video], published by Packt. It contains all the supporting project files necessary to work through the video course from start to finish. Next, cd to the folder that you want to view, and run npm install to install its dependencies. Then, you can run npm run serve or npm start (for some later sections) to start the development server.
vuex vuejs vue course-materials tutorialEl Curso de JavaScript para desarrolladores web está pensado para que sus alumnos descubran el desarrollo con JavaScript nativo y adquieran las capacidades necesarias para crear profesionalmente sitios web dinámicos a medida de las necesidades de cada proyecto. El objetivo principal de este curso de JS es que los alumnos aprendan la bases y fundamentos del lenguaje de programación más utilizado en el mundo del desarrollo interactivo. Aprenderán todo sobre los conceptos fundamentales y la lógica de la programación, la manipulación dinámica del DOM y el desarrollo de aplicaciones interactivas usando AJAX.
pseudocode fictizia-course fictizia js learning course course-materialsThis repository contains the example code for the Vuex for Everyone course. In this course you'll learn all there is to know about Vuex by creating a shopping cart from scratch.
vue vuejs vuex course-materialsThis repository contains the example code for the Vue.js + Firebase Realtime Database course. This course will teach you how to use Firebase Realtime Database in your vue.js applications. The example app is a realtime chat room, and our goal is to make sure all online users get updates in realtime whenever a message is added, edited or deleted.
vuejs firebase-realtime-database course-materials firebaseHi! You found the MLiFC GitHub repository. What is MLiFC you ask? MLiFC is short for machine learning in financial context, a new textbook that aims to teach business, economics and social science students practical machine learning and its applications in business and finance. It is written for the MLiFC bootcamp, taught at turing society rotterdam, also known as 'Bletchley'. The content here is mostly developed by Jannes Klaas with the support of a community of technical and non-technical people. You are welcome to join us.
machine-learning course-materials finance education deep-learning neural-network business-intelligenceLecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University. Source code for the entire course material is open and everyone is cordially invited to use it for self-learning (students) or to set up your own course (lecturers). We highly appreciate any feedback and input to the course material e.g.
machine-learning tutorial control course latex reinforcement-learning course-materials jupyter prediction teaching lecture jupyter-notebooks lecture-notes teaching-materials online-learning open-education open-education-resources open-educational-resources online-videos
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