Machine Learning for Engineers II 2022/2023 /CoursesID:3353
- Most recent entry on 2023-04-28

Organisational Unit

Lehrstuhl für Informatik 14 (Maschinelles Lernen und Datenanalytik)

Recording type

Vorlesungsreihe

Language

Course chapters

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

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