Udemy - Self-Supervised Learning [Includes SimCLR + Python Coding]

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[ DevCourseWeb.com ] Udemy - Self-Supervised Learning [Includes SimCLR + Python Coding]
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. An Introduction to the Course.mp4 (54.3 MB)
    • 1. An Introduction to the Course.srt (8.6 KB)
    • 1.1 ssl_section01_lecture01.ipynb (7.0 KB)
    • 2. Lecture 01 Quiz.html (0.2 KB)
    • 3. Python Notebooks.mp4 (71.4 MB)
    • 3. Python Notebooks.srt (10.8 KB)
    • 3.1 ssl_section01_lecture02.ipynb (3.6 KB)
    • 4. Lecture 02 Quiz.html (0.2 KB)
    2. Supervised Models
    • 1. Supervised Learning.mp4 (261.9 MB)
    • 1. Supervised Learning.srt (31.0 KB)
    • 1.1 ssl_section02_lecture03.ipynb (10.1 KB)
    • 2. Lecture 03 Quiz.html (0.2 KB)
    • 3. Transfer Learning & Fine-Tuning.mp4 (188.8 MB)
    • 3. Transfer Learning & Fine-Tuning.srt (26.6 KB)
    • 3.1 ssl_section02_lecture04.ipynb (13.6 KB)
    • 4. Lecture 04 Quiz.html (0.2 KB)
    3. Labeling Task
    • 1. Labeling Challenges.mp4 (121.3 MB)
    • 1. Labeling Challenges.srt (15.1 KB)
    • 1.1 ssl_section03_lecture05.ipynb (18.5 KB)
    • 2. Lecture 05 Quiz.html (0.2 KB)
    4. Self-Supervised Learning
    • 1. Self-Supervised Learning.mp4 (282.3 MB)
    • 1. Self-Supervised Learning.srt (36.4 KB)
    • 1.1 ssl_section04_lecture06.ipynb (14.6 KB)
    • 2. Lecture 06 Quiz.html (0.2 KB)
    • 3. Supervised Contrastive Pretext, Experiment 1.mp4 (294.4 MB)
    • 3. Supervised Contrastive Pretext, Experiment 1.srt (37.7 KB)
    • 3.1 ssl_section04_lecture07.ipynb (19.7 KB)
    • 4. Lecture 07 Quiz.html (0.2 KB)
    • 5. Supervised Contrastive Pretext, Experiment 2.mp4 (197.4 MB)
    • 5. Supervised Contrastive Pretext, Experiment 2.srt (25.8 KB)
    • 5.1 ssl_section04_lecture08.ipynb (20.1 KB)
    • 6. Lecture 08 Quiz.html (0.2 KB)
    • 7. SimCLR, An UnSupervised Contrastive Pretext Model.mp4 (381.5 MB)
    • 7. SimCLR, An UnSupervised Contrastive Pretext Model.srt (53.1 KB)
    • 7.1 ssl_section04_lecture09.ipynb (11.4 KB)
    • 8. SimCLR Experiment.mp4 (250.6 MB)
    • 8. SimCLR Experiment.srt (31.4 KB)
    • 8.1 ssl_section04_lecture10.ipynb (24.8 KB)
    • Bonus Resources.txt (0.4 KB)

Description

Self-Supervised Learning [Includes SimCLR + Python Coding]



https://DevCourseWeb.com

Published 06/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 10 lectures (4h 23m) | Size: 2.1 GB

Self-Supervised Learning Including Supervised & Unsupervised (SimCLR) Contrastive Learning

What you'll learn
Self-Supervised Learning Techniques
Supervised & Unsupervised Contrastive Learning
SimCLR Model of Chen et al. (2020)
Examples of Self-Supervised Learning in Image and Temporal Data Using TensorFlow in Python

Requirements
Python 3+ Programming Skills
Machine Learning Knowledge
Familiarity with TensorFlow 2.X
A Gmail & a Web Browser (Preferably Google Chrome)



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2.1 GB
seeders:3
leechers:8
Udemy - Self-Supervised Learning [Includes SimCLR + Python Coding]
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