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Topic
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Beschreibung / Description
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Resources |
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2. Underlying and Defining Core Developments and Technologies
2.1. Big Data and worldwide Distribution of Data Centers
2.2. Processors: From CPU over GPU to TPU and FPGA
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.. "Computing speed doubles every two subjective years of work.
Two years after Artificial Intelligences reach human equivalence, their speed doubles.
One year later, their speed doubles again.
Six months - three months - 1.5 months
... Singularity.” | ..
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Eliezer Yudkowsky,
Staring at the Singularity, 1996 | Computer Farms / Data Centers: Not that easy to get around, at least physically. | Kai Yu, at Baidu's Research Center in Silicon Valley: Making a point on Deep Learning. |
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3. Theory – Research
3.1. The „Dark Ages“ of DL – Lessons of Perseverance in Research
3.2. Network of Researchers Driving DL(amongst others: Geoffrey Hinton, Yann LeCun, Joshua Bengio, Andrew Ng, Jürgen Schmidhuber, Fei-Fei Li)
3.3. DL Concepts > DL Live Layer Activation
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LOG/Protokoll Mo 15.10.2018
- Diskussion Q&A Themen Eigenstudium/Hausarbeit
AI/DL-PREZI "1. Introduction" > AI-Rise of the Machines - Machine Learning vs. Deep Learning - AI/Deep Learning - XAI/Explainable Artificial Intelligence
- AI/DL-PREZI "2. Technology" > 2.1 GP-TPU-FGPA-SoC - 2.2 Data Centers
- AI/DL-PREZI "4. Trends, Applications, Society" > 4.1 Business > Information - Content - ByteDance IPO
- AI/DL-PREZI "3. Theory, Research - Deep Learning Core" > "3.1 From the Dark Ages ..." - "3.2 People" Geoffrey Hinton, Yann LeCun, Joshua Bengio, Andrew Ng, Juergen Schmidhuber, Fei-Fei Li - "3.3 DL Concepts" > DL Live Layer Activation
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Empfehlung bis Di 08:30
Tinker with this Excellent Tutorial DL-Demo on the TensorFlow Playground
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