AWS SageMaker Practical for Beginners. Build 6 Projects
AWS SageMaker Practical for Beginners. Build 6 Projects metadata, size 9193.42 MB, 99 files, category video, indexed at 2026-05-23.
资源标识
Infohash9cf42ec09d167ba3b6d7481c9917aeca1dbf3112
总大小9.0 GB
格式mp4
分类视频
文件数99
发掘时间（北京时间）2026-05-24 01:21:47
最后活跃（北京时间）2026-05-24 01:21:47
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文件列表
| 文件名 | 格式 | 大小 |
|---|---|---|
| 30 - Coding Task #7 - Train a Linear Learner Model in AWS SageMaker.mp4 | mp4 | 483.7 MB |
| TutsNode.com.txt | txt | 63 B |
| SageMaker+Practical+Course+Package.zip | zip | 145.1 MB |
| 01 - Course Introduction and Welcome Message.mp4 | mp4 | 24.5 MB |
| 02 - Updates on Udemy Reviews.mp4 | mp4 | 5.9 MB |
| 03 - Course Key Tips and Best Practices.mp4 | mp4 | 51.1 MB |
| 04 - Course Outline and Key Learning Outcomes.mp4 | mp4 | 156.1 MB |
| 05 - AWS Free Tier Account Setup and Overview.mp4 | mp4 | 33.0 MB |
| 06 - Introduction to AI, Machine Learning and Deep Learning.mp4 | mp4 | 106.5 MB |
| 07 - Introduction to AI, Machine Learning and Deep Learning - Part #2.mp4 | mp4 | 111.1 MB |
| 08 - Good Data Vs. Bad Data.mp4 | mp4 | 46.5 MB |
| 09 - Introduction to AWS and Cloud Computing.mp4 | mp4 | 71.4 MB |
| 10 - Key Machine Learning Components and AWS Management Console Tour.mp4 | mp4 | 42.0 MB |
| 11 - AWS Regions and Availability Zones.mp4 | mp4 | 57.7 MB |
| 12 - Amazon S3.mp4 | mp4 | 88.9 MB |
| 13 - Amazon EC2 and IAM.mp4 | mp4 | 82.8 MB |
| 14 - AWS SageMaker Overview.mp4 | mp4 | 38.4 MB |
| 15 - AWS SageMaker Walk-through.mp4 | mp4 | 118.2 MB |
| 16 - AWS SageMaker Studio Overview.mp4 | mp4 | 47.6 MB |
| 17 - AWS SageMaker Studio Walk-through.mp4 | mp4 | 77.8 MB |
| 18 - SageMaker Models Deployment.mp4 | mp4 | 133.8 MB |
| 19 - Project Overview.mp4 | mp4 | 21.3 MB |
| 20 - Simple Linear Regression Intuition.mp4 | mp4 | 60.3 MB |
| 21 - Least Sum of Squares.mp4 | mp4 | 52.2 MB |
| 22 - AWS SageMaker Linear Learner Overview.mp4 | mp4 | 168.2 MB |
| 23 - Coding Task #1A - Instantiate AWS SageMaker Notebook Instance (Method #1).mp4 | mp4 | 195.4 MB |
| 24 - Coding Task #1B - Using AWS SageMaker Studio (Method #2).mp4 | mp4 | 88.4 MB |
| 25 - Coding Task #2 - Import Key libraries and dataset.mp4 | mp4 | 67.5 MB |
| 26 - Coding Task #3 - Perform Exploratory Data Analysis.mp4 | mp4 | 144.0 MB |
| 27 - Coding Task #4 - Create Training and Testing Dataset.mp4 | mp4 | 92.0 MB |
| 28 - Coding Task #5 - Train a Linear Regression Model in SkLearn.mp4 | mp4 | 74.3 MB |
| 29 - Coding Task #6 - Evaluate Trained Model Performance.mp4 | mp4 | 62.7 MB |
| [TGx]Downloaded from torrentgalaxy.to .txt | txt | 585 B |
| 31 - Coding Task #8 - Deploy Model & invoke endpoint in SageMaker.mp4 | mp4 | 125.1 MB |
| 32 - Project Overview and Introduction.mp4 | mp4 | 11.4 MB |
| 33 - Multiple Linear Regression Intuition.mp4 | mp4 | 20.8 MB |
| 34 - Regression Metrics and KPIs - RMSE, MSE, MAE, MAPE.mp4 | mp4 | 83.4 MB |
| 35 - Regression Metrics and KPIs - R2 and Adjusted R2.mp4 | mp4 | 83.0 MB |
| 36 - Coding Task #1 & #2 - Import Dataset and Key Libraries.mp4 | mp4 | 136.1 MB |
| 37 - Coding Task #3 - Perform Exploratory Data Analysis.mp4 | mp4 | 158.2 MB |
| 38 - Coding Task #4 - Perform Data Visualization.mp4 | mp4 | 112.7 MB |
| 39 - Coding Task #5 - Create Training and Testing Datasets.mp4 | mp4 | 75.8 MB |
| 40 - Coding Task #6 - Train a Machine Learning Model Locally.mp4 | mp4 | 57.9 MB |
| 41 - Coding Task #7 - Train a Linear Learner Model in AWS SageMaker.mp4 | mp4 | 344.4 MB |
| 42 - Coding Task #8 - Deploy Trained Model and Invoke Endpoint.mp4 | mp4 | 111.4 MB |
| 43 - Artificial Neural Networks for Regression Tasks.mp4 | mp4 | 70.2 MB |
| 44 - Activation Functions - Sigmoid, RELU and Tanh.mp4 | mp4 | 20.0 MB |
| 45 - Multilayer Perceptron Networks.mp4 | mp4 | 19.6 MB |
| 46 - How do Artificial Neural Networks Train.mp4 | mp4 | 41.4 MB |
| 47 - Gradient Descent Algorithm.mp4 | mp4 | 105.6 MB |
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