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BERD Academy
  • Videos
  • About
 

Learn data science and data management for Business, Economics, and Related Data with a variety of courses, workshops and other educational content.
More information: https://www.berd-nfdi.de/berd-academy/

BERD Academy is part of BERD@NFDI -- the consortium for Business, Economics and Related Data (BERD) in the National Research Data Infrastructure (NFDI).

RL Unit 2-2: Markov Decision Processes
13:25
RL Unit 2-2: Markov Decision Processes
RL Unit 2-1: Markov Processes
13:15
RL Unit 2-1: Markov Processes
RL Unit 2-5: Policy Iteration
16:33
RL Unit 2-5: Policy Iteration
RL Unit 2-3: Intro to Value Iteration with Bellman Equation
16:25
RL Unit 2-3: Intro to Value Iteration with Bellman Equation
RL Unit 2-4: Value Iteration Technicalities
23:21
RL Unit 2-4: Value Iteration Technicalities
RL Unit 1-5: Inference with Batched Bandits
15:26
RL Unit 1-5: Inference with Batched Bandits
RL Unit 1-4: Thompson Sampling
15:58
RL Unit 1-4: Thompson Sampling
RL Unit 1-3: Upper Confidence Bound
12:53
RL Unit 1-3: Upper Confidence Bound
RL Unit 1-2: Greedy, e-greedy, decayed, e-greedy
8:14
RL Unit 1-2: Greedy, e-greedy, decayed, e-greedy
RL Unit 1-1:  Multi Armed Bandits
14:49
RL Unit 1-1: Multi Armed Bandits
Introduction to Reinforced Learning
11:03
Introduction to Reinforced Learning
BERD@NFDI Platform: A Place for (Big) Data in Business, Economics, and Related Research
7:13
BERD@NFDI Platform: A Place for (Big) Data in Business, Economics, and Related Research
Choosing an open license
4:02
Choosing an open license
Version control for reproducible research
5:50
Version control for reproducible research
Building blocks of reproducible computational workflows
11:08
Building blocks of reproducible computational workflows
READMEs for research projects
2:33
READMEs for research projects
Documentation of code
4:58
Documentation of code
Documentation for research data + Metadata
4:22
Documentation for research data + Metadata
Organize your research project
8:02
Organize your research project
How to make your data fair?
11:26
How to make your data fair?
Reproducibility - What and why?
8:38
Reproducibility - What and why?
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