Udemy - ML Ops - Beginner

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.9 GB
  • Uploaded Byfreecoursewb
  • Downloads44
  • Last checkedApr. 19th '22
  • Date uploadedApr. 16th '22
  • Seeders 3
  • Leechers3

Infohash : 8040E47A62AAE1EDDAB9E6AE7979B23095681430

ML Ops: Beginner



https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 23 lectures (3h 34m) | Size: 1.93 GB

ML Ops | Serve ML models in production | AWS | GCP | FastAPI | gRPC | Docker | Tensorflow | Keras | PyTorch

What you'll learn
ML Ops introduction
Deploy ML model to AWS & GCP via EC2 and VMs
Use a computer vision model made from PyTorch and Tensorflow frameworks
Make an API utilizing FastAPI
Introduction to gRPC in Python and make your own gRPC API
Docker intro
Take your ML ideas to production
Containerize your ML apps

Requirements
Basic ML knowledge
Basic Python skills

Files:

[ DevCourseWeb.com ] Udemy - ML Ops - Beginner
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Course Overview.mp4 (36.1 MB)
    • 1. Course Overview.srt (6.0 KB)
    • 1.1 Google on ML Ops.html (0.2 KB)
    • 2. Environment Setup Overview.mp4 (17.0 MB)
    • 2. Environment Setup Overview.srt (2.2 KB)
    • 3. Install Anaconda.mp4 (9.1 MB)
    • 3. Install Anaconda.srt (1.5 KB)
    • 4. Install VS Code.mp4 (12.1 MB)
    • 4. Install VS Code.srt (1.7 KB)
    2. PyTorch & Tensorflow
    • 1. PyTorch 1.mp4 (30.4 MB)
    • 1. PyTorch 1.srt (6.4 KB)
    • 2. PyTorch 2.mp4 (44.5 MB)
    • 2. PyTorch 2.srt (6.6 KB)
    • 3. PyTorch 3.mp4 (60.0 MB)
    • 3. PyTorch 3.srt (7.1 KB)
    • 4. Tensorflow 1.mp4 (40.0 MB)
    • 4. Tensorflow 1.srt (4.7 KB)
    • 5. Tensorflow 2.mp4 (32.4 MB)
    • 5. Tensorflow 2.srt (4.0 KB)
    • bronte.jpg?v=2 (2.1 MB)
    • catvdog.pt (29.6 MB)
      • final_model
      • keras_metadata.pb (51.4 KB)
      • saved_model.pb (317.2 KB)
        • variables
        • variables.data-00000-of-00001 (80.6 MB)
        • variables.index (2.9 KB)
      • graham.jpg?v=2 (2.5 MB)
      • graham2.jpg?v=2 (2.6 MB)
      • paisley.jpg?v=2 (2.5 MB)
        • 3. FastAPI & gRPC APIs
        • 1. API Intro.mp4 (33.8 MB)
        • 1. API Intro.srt (4.8 KB)
        • 2. FastAPI.mp4 (428.9 MB)
        • 2. FastAPI.srt (54.9 KB)
        • 3. gRPC Intro.mp4 (17.5 MB)
        • 3. gRPC Intro.srt (2.4 KB)
        • 4. gRPC 1.mp4 (83.9 MB)
        • 4. gRPC 1.srt (12.4 KB)
        • 5. gRPC 2.mp4 (80.4 MB)
        • 5. gRPC 2.srt (10.0 KB)
        • 6. gRPC 3.mp4 (75.3 MB)
        • 6. gRPC 3.srt (6.6 KB)
        • 7. gRPC 4.mp4 (106.1 MB)
        • 7. gRPC 4.srt (11.3 KB)
        • 8. gRPC 5.mp4 (49.9 MB)
        • 8. gRPC 5.srt (5.1 KB)
        4. Docker
        • 1. Docker Intro.mp4 (15.3 MB)
        • 1. Docker Intro.srt (2.3 KB)
        • 2. Containerize FastAPI.mp4 (70.3 MB)
        • 2. Containerize FastAPI.srt (12.0 KB)
        • 3. Containerize gRPC.mp4 (30.5 MB)
        • 3. Containerize gRPC.srt (4.2 KB)
        5. AWS & GCP Deployment
        • 1. AWS.mp4 (298.1 MB)
        • 1. AWS.srt (29.0 KB)
        • 2. GCP.mp4 (212.5 MB)
        • 2. GCP.srt (19.6 KB)
        6. Conclusion
        • 1. You did it!.mp4 (41.4 MB)
        • 1. You did it!.srt (4.9 KB)
        • Bonus Resources.txt (0.4 KB)

Code:

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