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Most popular content

  • Heidelberg

    Exploring Economics Portal

    Overview, fields of economics

    Videos, articles, radio contributions, interviews, archives, list of online-courses


  • Five Books

    We ask experts to recommend the five best books in their subject and explain their selection in an interview, make your own list


  • MIT Deep Learning Lecture

    deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence

    Blog, newsletter, tutorials


    Lex Fridman   

    Neural Networks
  • Tel Aviv

    SimilarWeb Web Application

    Free report on any website or app, traffic, digital market intelligence platform, search marketing


    Website Web analytics Market Research
  • Colaboratory Web application

    Jupyter notebook environment execute code, save and share analyses, from your browser



  • Machine Learning Video Lecture

    Supervised learning, unsupervised learning, best practices in machine learning

    Lecture slides, exercises, quizzes

    Stanford University

    Andrew Ng   

    Machine Learning
  • Introduction to BPMN and Signavio Collaboration Hub Video Lecture

    what BPMN is and how to read and understand processes. You'll learn how to use the Signavio Collaboration Hub

    Lecture slides

    Hasso-Plattner-Institut f?r Digital Engineering gGmbH


    Business Process Management
  • How to simplify your process execution with Signavio Workflow Accelerator Video Lecture

    theoretical basics of workflow management

    Hasso-Plattner-Institut f?r Digital Engineering gGmbH


    Business Process Management
  • Frontend Mentor Portal

    Deepen your front-end skills by building real projects, HTML, CSS and JavaScript , challenges provide designs, starter code, project brief and a front-end style guide

    Web-links, blog

    Matt Studdert   

    Front End Development
  • London

    The Economist Magazine

    Blog, podcast


    Economics Political Science
  • Varvy



    SEO Website
  • learnpython.org Tutorial

    short and effective exercises

    Facebook group


    Ron Reiter   

  • Convention Relating to the Status of Refugees Treaty

    United Nations multilateral treaty that defines who is a refugee, and sets out the rights of individuals who are granted asylum and the responsibilities of nations that grant asylum


    Human migration Migration Law
  • Handbook Germany Portal

    Basic knowledge on live, learn, work, asylum, rights and laws in Germany

    videos, events


    Refugee Orientation Germany
  • onSET Online-Test

    Language placement test


    Refugee Orientation Germany Study in Germany
  • New York

    Paul Krugman Columns

    Macroeconomics, trade, health care, social policy, politics

    New York Times


    Economics Politics Culture
  • Linear Regression

    a linear approach to modelling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables).


    Statistics Machine Learning Supervised Learning
  • Neural Networks and Deep Learning Online Book

    Core concepts behind neural networks and deep learning

    Michael Nielsen   

    Neural Networks
  • Arrival Guide

    German society, rules, your rights, Asylum, apprenticeship, job, learn German


    Refugee Orientation Germany
  • Nuernberg

    Canvanizer Web application

    Create your visual business model or SWOT model with Canvanizer, business brainstorming blackboard, modelling tools

    Blog, weblinks


  • Maschinelles Lernen Video Lecture

    Methods of machine learning, fields of application and tools

    Lecture slides

    Hasso-Plattner-Institut f?r Digital Engineering gGmbH

    Dr. Damian Borth Johannes Melzer  

    Machine Learning
  • deeplearning.ai Portal


    Courses, events, forums, blog, newsletter


    Andrew Ng   

    Neural Networks
  • Statistical classification

    the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known.


    Machine Learning Data Mining Statistics
  • Keras Software Library

    high-level neural networks API, running on top of TensorFlow, CNTK, or Theano


    Neural Networks Python
  • Gradient Descent Method

    Most popular optimization strategy, used to minimize some function by iteratively moving in the direction of steepest descent


    Machine Learning
  • Loss Function Method

    a function that maps an event or values of one or more variables onto a real number intuitively representing some "cost" associated with the event. An optimization problem seeks to minimize a loss function


    Machine Learning
  • Backpropagation Algorithm

    Minimizing the cost function to train deep neural networks


    Neural Networks Neural Networks

    most popular PHP development environment



    Web Server PHP
  • deeplearning.net

    Variety of resources and pointers to information about Deep Learning

    Web-links, news, tutorials, bibliography, datasets


    Neural Networks
  • Wefugees Platform

    Question and answers, advice, information


    Refugee Orientation Germany
  • Data structures Video Series

    study and implement data structures



    Data Structures
  • DeepLearning.TV Visualizations

    How To?s, reviews of software libraries, applications, interviews


    Neural Networks
  • Stitcher Database

    Radio shows, podcast


  • New York

    Psychology Today Magazine

    psychologists, academics, psychiatrists and writers to contribute their thoughts and ideas

    Sussex Publishers, LLC


  • Business Model Gallery

    world best companies business models, related info, workshops


  • Bern

    Dorsch online Database


    Hogrefe AG


  • How to Start a Startup Video Lecture

    Sam Altman, guests, 20 video lectures, Stanford 2014


  • Mettmann

    hockeyvideos.de Web Application

    Livestream, German league

    videos, news


    Field hockey
  • Project Jupyter IDE

    Community, documentation, blog

    Open Source


  • Duden-Mentor Web application

    improve spelling and grammar, vocabulary, legibility, synonym search



    German Language
  • python-kurs.eu Portal

    many advanced topics about Python, introduction to NumPy and matrix multiplication

    Bernd Klein   

  • Audacity

    Multi-track audio editor and recorder

    Open source


    Podcast Music
  • NumPy Library

    Fundamental package for scientific computing, array and linear algebra functions


  • The Internet Encyclopedia of Philosophy Search Engine

    Scholars, peer-reviewed information, topics, philosophers


  • pandas Library

    data structures and data analysis tools


    Python Data Analysis
  • The History of Philosophy Visualization

    Summary of the history of Western philosophy, positive and negative connections between the key ideas and arguments of the philosophers


  • Refugees Welcome Map Visualization

    Portal, showcase of initiatives on map, sport, culture, language


    Refugee Orientation Germany
  • Nudge theory Concept

    Proposes positive reinforcement and indirect suggestions as ways to influence the behavior and decision making of groups or individuals


    Behavioural Economics Psychology
  • Berlin

    Easy German

    deepen your learning experience, (A1 - B1), (B1 - C1)

    Janusz Cari  

    German Language
  • Natural Language Toolkit Software library

    text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

    Book, wiki, news


    Natural Language Processing Python