Machine Learning for Engineers II [SerienID : 3353]

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Semester

Wintersemester 2022/2023

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Prof. Dr. Björn Eskofier

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2024-08-19 16:59:28

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- 00:07:14
  
  #1
  
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  Motivation
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  1
  
  00:07:14
  
  Motivation
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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- 00:07:06
  
  #2
  
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  Basics
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  2
  
  00:07:06
  
  Basics
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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- 00:07:28
  
  #3
  
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  Supervised Learning
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  3
  
  00:07:28
  
  Supervised Learning
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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- 00:09:08
  
  #4
  
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  Unsupervised Learning
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  4
  
  00:09:08
  
  Unsupervised Learning
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:09:33
  
  #5
  
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  Reinforcement Learning
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  5
  
  00:09:33
  
  Reinforcement Learning
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:03:18
  
  #6
  
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  CRISP-DM
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  6
  
  00:03:18
  
  CRISP-DM
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:02:46
  
  #7
  
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  Project Understanding
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  7
  
  00:02:46
  
  Project Understanding
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:06:06
  
  #8
  
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  Data Preparation
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  8
  
  00:06:06
  
  Data Preparation
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:06:15
  
  #9
  
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  Modeling & Evaluation
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  9
  
  00:06:15
  
  Modeling & Evaluation
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:02:28
  
  #10
  
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  Deployment
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
  10
  
  00:02:28
  
  Deployment
  
  Prof. Dr. Björn Eskofier
  
  2023-04-15 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:04:44
  
  #1
  
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  Image Tasks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
  1
  
  00:04:44
  
  Image Tasks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:09:43
  
  #2
  
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  Convolution
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
  2
  
  00:09:43
  
  Convolution
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:07:17
  
  #3
  
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  Convolution 2
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
  3
  
  00:07:17
  
  Convolution 2
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:11:48
  
  #4
  
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  Image Classification Networks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
  4
  
  00:11:48
  
  Image Classification Networks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:12:43
  
  #5
  
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  Object Detection Networks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
  5
  
  00:12:43
  
  Object Detection Networks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:01:29
  
  #6
  
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  Summary
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
  6
  
  00:01:29
  
  Summary
  
  Prof. Dr. Björn Eskofier
  
  2023-04-06 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:06:42
  
  #1
  
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  Types of Time Series Problems
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
  1
  
  00:06:42
  
  Types of Time Series Problems
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:10:32
  
  #2
  
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  Recurrent Neural Networks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
  2
  
  00:10:32
  
  Recurrent Neural Networks
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:07:24
  
  #3
  
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  LSTM & GRU
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
  3
  
  00:07:24
  
  LSTM & GRU
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:01:52
  
  #4
  
  StudOn-Zugang
  
  Summary
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
  4
  
  00:01:52
  
  Summary
  
  Prof. Dr. Björn Eskofier
  
  2023-04-07 Wintersemester 2022/2023
  
  StudOn-Zugang
  
  Gesperrt clip
- 00:04:43
  
  #1
  
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  Introduction
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
  1
  
  00:04:43
  
  Introduction
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:07:32
  
  #2
  
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  Graph Basics
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
  2
  
  00:07:32
  
  Graph Basics
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:08:42
  
  #3
  
  StudOn-Zugang
  
  Graph Neural Network
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
  3
  
  00:08:42
  
  Graph Neural Network
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
  StudOn-Zugang
  
  Gesperrt clip
- 00:00:59
  
  #4
  
  StudOn-Zugang
  
  Summary
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
  4
  
  00:00:59
  
  Summary
  
  Prof. Dr. Björn Eskofier
  
  2023-04-12 Wintersemester 2022/2023
  
  StudOn-Zugang
  
  Gesperrt clip
- 00:05:59
  
  #1
  
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  Fundamentals
  
  Prof. Dr. Björn Eskofier
  
  2023-04-24 Wintersemester 2022/2023
  
  1
  
  00:05:59
  
  Fundamentals
  
  Prof. Dr. Björn Eskofier
  
  2023-04-24 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:07:23
  
  #2
  
  StudOn-Zugang
  
  Data Fusion
  
  Prof. Dr. Björn Eskofier
  
  2023-04-24 Wintersemester 2022/2023
  
  2
  
  00:07:23
  
  Data Fusion
  
  Prof. Dr. Björn Eskofier
  
  2023-04-24 Wintersemester 2022/2023
  
  StudOn-Zugang
  
  Gesperrt clip
- 00:04:42
  
  #1
  
  StudOn-Zugang
  
  DevOps
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
  1
  
  00:04:42
  
  DevOps
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:04:54
  
  #2
  
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  MLOps
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
  2
  
  00:04:54
  
  MLOps
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
  StudOn-Zugang
  
  Gesperrt clip
- 00:05:53
  
  #3
  
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  Common Tools
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
  3
  
  00:05:53
  
  Common Tools
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:04:58
  
  #4
  
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  CI/CD & Testing
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
  4
  
  00:04:58
  
  CI/CD & Testing
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
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  Gesperrt clip
- 00:03:24
  
  #5
  
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  Tracking & Serving
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
  5
  
  00:03:24
  
  Tracking & Serving
  
  Prof. Dr. Björn Eskofier
  
  2023-04-28 Wintersemester 2022/2023
  
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  Gesperrt clip

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