Udemy - Introduction to AWS Machine Learning for IoT
- Category Other
- Type Tutorials
- Language English
- Total size 1.0 GB
- Uploaded By freecoursewb
- Downloads 193
- Last checked 2 weeks ago
- Date uploaded 2 years ago
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Infohash : F3BB31F4AA86C2374A594CB601BCF1C8144AC9FC
Introduction to AWS Machine Learning for IoT 
https://DevCourseWeb.com
Last updated 1/2023
Created by Venkatesh Varadachari,Nidhi Agarwal
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 27 Lectures ( 2h 33m ) | Size: 1 GB
Learn the fundamentals of Amazon Machine Learning Services and build an IoT solution with Raspberry Pi 4 from scratch
What you'll learn
Get an overview of Amazon Machine Learning
Learn how to start working with Amazon Machine Learning Services
Gain in-depth knowledge related to Amazon Machine Learning and implementation
Develop an end-to-end IoT project using Amazon Machine Learning Services and Raspberry Pi 4
Be confident to design and deploy your own IoT projects using Amazon Machine Learning Services.
Requirements
Basic understanding of electronics and related concepts
A fair idea of setting up the Raspberry Pi 4 board
Basic understanding of Amazon cloud computing
Basic understanding of Python
Files:
[ DevCourseWeb.com ] Udemy - Introduction to AWS Machine Learning for IoT- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 1. Introduction to AWS Machine Learning
- 1. Introduction to the course.mp4 (28.0 MB)
- 1.1 Bill of Material.pdf (177.5 KB)
- 1.2 GitHub Link .html (0.1 KB)
- 2. Machine learning overview.mp4 (40.1 MB)
- 3. AWS machine learning services.mp4 (28.6 MB)
- 3.1 AWS Cloud Products .html (0.3 KB)
- 4. AWS machine learning for IoT.mp4 (20.2 MB)
- 4.1 Machine Learning services on AWS .html (0.1 KB)
- 5. Sign Up for AWS.mp4 (31.0 MB)
- 5.1 AWS free services .html (0.3 KB)
- 5.2 AWS SignUp Link .html (0.1 KB)
- 6. Budgeting on AWS.mp4 (49.3 MB)
- 7. Assignment1.html (0.2 KB)
- 1. An overview of Amazon Polly service.mp4 (30.9 MB)
- 1.1 Voices in Amazon polly .html (0.1 KB)
- 2. Get started with Amazon Polly.mp4 (40.9 MB)
- 2.1 Installing or updating the latest version of the AWS CLI .html (0.1 KB)
- 2.3.py (1.3 KB) 2.6Code
- main.py (5.1 KB)
- s3_crud.py (2.8 KB)
- 3. Demonstration of Amazon Polly with Raspberry Pi 4.mp4 (55.0 MB)
- 3.1 2.3.png (120.8 KB)
- 3.3 AWS CLI install and update instructions .html (0.1 KB)
- 3.4 Install Python3 on Raspberry Pi 4 .html (0.1 KB)
- 3.5 Remote access of Raspberry Pi 4 .html (0.1 KB)
- 3.6 Update or Upgrade Raspberry Pi 4 .html (0.2 KB)
- 4. An overview of Amazon Transcribe.mp4 (19.1 MB)
- 4.1 Amazon Transcribe pricing model .html (0.1 KB)
- 4.2 Supported languages by Amazon Transcribe and language-specific features .html (0.1 KB)
- 5. Get started with Amazon Transcribe.mp4 (36.7 MB)
- 6. Demonstration of Amazon Transcribe with Raspberry Pi 4.mp4 (75.3 MB)
- 6.1 2.6.png (99.6 KB)
- 6.3 Commands.txt (0.1 KB)
- 7. Assignment2.html (0.2 KB) 3. An Overview of Amazon Rekognition
- 1. Introduction to Amazon Rekognition.mp4 (31.7 MB)
- 1.1 Amazon Rekognition pricing .html (0.1 KB)
- 2. Types of analysis and operations in Amazon Rekognition.mp4 (26.3 MB)
- 3. Get started with Amazon Rekognition.mp4 (36.5 MB) 3.4&3.5Code
- index_faces.py (1.5 KB)
- match_faces.py (1.5 KB)
- aws_speech_to_text.py (1.4 KB)
- index_faces.py (1.1 KB)
- main.py (6.4 KB)
- s3_crud.py (2.8 KB)
- 4. Demonstration of Amazon Rekognition with Raspberry Pi 4 Part 1.mp4 (48.0 MB)
- 5. Demonstration of Amazon Rekognition with Raspberry Pi 4 Part 2.mp4 (60.0 MB)
- 5.2 3.5.png (107.2 KB)
- 6. Project Proximity human interactor. Part 1.mp4 (39.2 MB)
- 6.1 3.6.png (427.7 KB)
- 7. Project Proximity human interactor. Part 2.mp4 (46.9 MB)
- 8. Project Proximity human interactor. Part 3.mp4 (67.5 MB)
- 9. Assignment3.html (0.2 KB) 4. An overview of Amazon SageMaker
- 1. Introduction to Amazon SageMaker.mp4 (19.9 MB)
- 2. Amazon SageMaker training options.mp4 (22.8 MB)
- 2.1 Amazon SageMaker Pricing .html (0.2 KB)
- 2.2 AWS Marketplace .html (0.1 KB)
- 3. Amazon SageMaker Walk-through.mp4 (58.9 MB)
- 4. Amazon SageMaker Demonstration.mp4 (45.4 MB)
- 5. Amazon SageMaker edge manager.mp4 (24.7 MB)
- 6. Amazon SageMaker edge manager workflow.mp4 (22.8 MB)
- 7. Course Conclusion.mp4 (22.4 MB)
- 8. Assignment4.html (0.2 KB)
- CelsiustoKelvin.csv (3.9 KB)
- Bonus Resources.txt (0.4 KB)
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