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Overview, fields of economics
Videos, articles, radio contributions, interviews, archives, list of online-courses
Economics
We ask experts to recommend the five best books in their subject and explain their selection in an interview, make your own list
Literature
deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence
Blog, newsletter, tutorials
MIT
Lex Fridman
Neural Networks
Free report on any website or app, traffic, digital market intelligence platform, search marketing
Website Web analytics Market Research
Jupyter notebook environment execute code, save and share analyses, from your browser
Python
Supervised learning, unsupervised learning, best practices in machine learning
Lecture slides, exercises, quizzes
Stanford University
Andrew Ng
Machine Learning
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
theoretical basics of workflow management
Hasso-Plattner-Institut f?r Digital Engineering gGmbH
Business Process Management
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
Blog, podcast
Economics Political Science
short and effective exercises
Facebook group
DataCamp
Ron Reiter
Python
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
Basic knowledge on live, learn, work, asylum, rights and laws in Germany
videos, events
Refugee Orientation Germany
Language placement test
Refugee Orientation Germany Study in Germany
Macroeconomics, trade, health care, social policy, politics
New York Times
Economics Politics Culture
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
Core concepts behind neural networks and deep learning
Michael Nielsen
Neural Networks
German society, rules, your rights, Asylum, apprenticeship, job, learn German
Refugee Orientation Germany
Create your visual business model or SWOT model with Canvanizer, business brainstorming blackboard, modelling tools
Blog, weblinks
Business
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
Specializations
Courses, events, forums, blog, newsletter
deeplearning.ai
Andrew Ng
Neural Networks
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
high-level neural networks API, running on top of TensorFlow, CNTK, or Theano
Neural Networks Python
Most popular optimization strategy, used to minimize some function by iteratively moving in the direction of steepest descent
Machine Learning
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
Minimizing the cost function to train deep neural networks
Neural Networks Neural Networks
most popular PHP development environment
Download
Web Server PHP
Variety of resources and pointers to information about Deep Learning
Web-links, news, tutorials, bibliography, datasets
Neural Networks
Question and answers, advice, information
Refugee Orientation Germany
study and implement data structures
mycodeschool
Data Structures
How To?s, reviews of software libraries, applications, interviews
Neural Networks
psychologists, academics, psychiatrists and writers to contribute their thoughts and ideas
Sussex Publishers, LLC
Psychology
world best companies business models, related info, workshops
Business
encyclopedia
Hogrefe AG
Psychology
Sam Altman, guests, 20 video lectures, Stanford 2014
Entrepreneurship
Livestream, German league
videos, news
Field hockey
Community, documentation, blog
Open Source
Python
improve spelling and grammar, vocabulary, legibility, synonym search
Dudenverlag
German Language
many advanced topics about Python, introduction to NumPy and matrix multiplication
Bernd Klein
Python
Fundamental package for scientific computing, array and linear algebra functions
Python
Scholars, peer-reviewed information, topics, philosophers
Philosophy
data structures and data analysis tools
Python Data Analysis
Summary of the history of Western philosophy, positive and negative connections between the key ideas and arguments of the philosophers
Philosophy
Portal, showcase of initiatives on map, sport, culture, language
Refugee Orientation Germany
Proposes positive reinforcement and indirect suggestions as ways to influence the behavior and decision making of groups or individuals
Behavioural Economics Psychology
deepen your learning experience, (A1 - B1), (B1 - C1)
Janusz Cari
German Language
text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics
Book, wiki, news
Natural Language Processing Python