Über diesen Kurs

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Stufe „Anfänger“
Ca. 29 Stunden zum Abschließen
Englisch
Untertitel: Englisch
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Stufe „Anfänger“
Ca. 29 Stunden zum Abschließen
Englisch
Untertitel: Englisch

von

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Amazon Web Services

Lehrplan - Was Sie in diesem Kurs lernen werden

Woche
1

Woche 1

1 Stunde zum Abschließen

Module 1: Introduction to Computer Vision

1 Stunde zum Abschließen
9 Videos (Gesamt 34 min)
9 Videos
Weekly Overview54
Computer Vision Overview2m
Computer Vision Tasks5m
GluonCV4m
GluonCV Model Zoo2m
Apache MXNet4m
Imperative vs Symbolic7m
Weekly Summary2m
1 praktische Übung
Module 1 Quiz10m
Woche
2

Woche 2

1 Stunde zum Abschließen

Module 2: Machine Learning on AWS

1 Stunde zum Abschließen
11 Videos (Gesamt 65 min)
11 Videos
AWS Machine Learning Stack8m
Amazon Rekognition4m
Amazon Rekognition: Demonstration4m
Amazon SageMaker12m
Amazon SageMaker: Demonstration8m
AWS Deep Learning AMIs5m
AWS Deep Learning AMIs: Demonstration6m
AWS Deep Learning Containers3m
AWS Deep Learning Containers: Demonstration5m
Weekly Summary3m
1 praktische Übung
Module 2 Quiz10m
Woche
3

Woche 3

5 Stunden zum Abschließen

Module 3: Using GluonCV Models

5 Stunden zum Abschließen
12 Videos (Gesamt 94 min)
12 Videos
Setting up GluonCV5m
Image Classification9m
Image Classification: One Line Demonstration2m
Image Classification: Step by Step Demonstration10m
Object Detection9m
Object Detection: Step by Step Demonstration8m
Image Segmentation13m
Image Segmentation: Step by Step Demonstration8m
Neural Network Essentials: Fully Connected8m
Neural Network Essentials: Convolution and Max Pooling11m
Weekly Summary4m
Woche
4

Woche 4

5 Stunden zum Abschließen

Module 4: Gluon Fundamentals

5 Stunden zum Abschließen
13 Videos (Gesamt 64 min)
13 Videos
MXNet NDArrays4m
MXNet vs NumPy NDArray5m
Common NDArray Operations3m
Gluon Blocks10m
Initialization of Gluon Blocks5m
Sequential Gluon Blocks3m
Custom Gluon Blocks5m
Visualization of Gluon Blocks6m
Metrics vs Losses3m
Metrics6m
Losses4m
Weekly Summary2m

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