LinkedIn - Amazon Web Services Machine Learning Essential Training 2023-1
File List
| File | Size |
|---|---|
| 05 - 4. Machine Learning Virtual Servers/06 - Work with MXNet in Databricks.mp4 | 29.82 MB |
| Read me.txt | 145 B |
| 01 - Introduction/01 - Welcome.mp4 | 6.99 MB |
| 01 - Introduction/01 - Welcome.srt | 2.41 KB |
| 01 - Introduction/02 - About using cloud services.mp4 | 5.63 MB |
| 01 - Introduction/02 - About using cloud services.srt | 4.35 KB |
| 02 - 1. Machine Learning on AWS/01 - AWS Machine Learning concepts.mp4 | 8.71 MB |
| 02 - 1. Machine Learning on AWS/01 - AWS Machine Learning concepts.srt | 6.52 KB |
| 02 - 1. Machine Learning on AWS/02 - Business scenarios for machine learning.mp4 | 9.92 MB |
| 02 - 1. Machine Learning on AWS/02 - Business scenarios for machine learning.srt | 7.9 KB |
| 02 - 1. Machine Learning on AWS/03 - Which algorithm should I use.mp4 | 14.47 MB |
| 02 - 1. Machine Learning on AWS/03 - Which algorithm should I use.srt | 10.72 KB |
| 02 - 1. Machine Learning on AWS/04 - AWS AI servers vs. platforms.mp4 | 5.82 MB |
| 02 - 1. Machine Learning on AWS/04 - AWS AI servers vs. platforms.srt | 3.92 KB |
| 02 - 1. Machine Learning on AWS/05 - AWS AI platforms vs. frameworks.mp4 | 7.61 MB |
| 02 - 1. Machine Learning on AWS/05 - AWS AI platforms vs. frameworks.srt | 5.24 KB |
| 02 - 1. Machine Learning on AWS/06 - A classifier in action Amazon Macie.mp4 | 12.02 MB |
| 02 - 1. Machine Learning on AWS/06 - A classifier in action Amazon Macie.srt | 7.01 KB |
| 03 - 2. Machine Learning API Services/01 - Setup for AWS machine learning APIs.mp4 | 16.48 MB |
| 03 - 2. Machine Learning API Services/01 - Setup for AWS machine learning APIs.srt | 12.35 KB |
| 03 - 2. Machine Learning API Services/02 - Predict using AWS Comprehend for NLP.mp4 | 15.5 MB |
| 03 - 2. Machine Learning API Services/02 - Predict using AWS Comprehend for NLP.srt | 6.51 KB |
| 03 - 2. Machine Learning API Services/03 - Predict using AWS Polly text-to-speech.mp4 | 11.57 MB |
| 03 - 2. Machine Learning API Services/03 - Predict using AWS Polly text-to-speech.srt | 7.08 KB |
| 03 - 2. Machine Learning API Services/04 - Predict using AWS Lex for chatbots.mp4 | 16.38 MB |
| 03 - 2. Machine Learning API Services/04 - Predict using AWS Lex for chatbots.srt | 9.49 KB |
| 03 - 2. Machine Learning API Services/05 - Predict using AWS Rekognition for images.mp4 | 21.4 MB |
| 03 - 2. Machine Learning API Services/05 - Predict using AWS Rekognition for images.srt | 10.45 KB |
| 03 - 2. Machine Learning API Services/06 - Predict using AWS Rekognition for video.mp4 | 7.5 MB |
| 03 - 2. Machine Learning API Services/06 - Predict using AWS Rekognition for video.srt | 4.32 KB |
| 03 - 2. Machine Learning API Services/07 - Predict using Transcribe and Translate.mp4 | 7 MB |
| 03 - 2. Machine Learning API Services/07 - Predict using Transcribe and Translate.srt | 5.47 KB |
| 04 - 3. Machine Learning Platforms/01 - Understanding ML platforms.mp4 | 8.74 MB |
| 04 - 3. Machine Learning Platforms/01 - Understanding ML platforms.srt | 7.15 KB |
| 04 - 3. Machine Learning Platforms/02 - Understanding and using AWS Machine Learning.mp4 | 28.08 MB |
| 04 - 3. Machine Learning Platforms/02 - Understanding and using AWS Machine Learning.srt | 13.71 KB |
| 04 - 3. Machine Learning Platforms/03 - Understanding SageMaker.mp4 | 8.93 MB |
| 04 - 3. Machine Learning Platforms/03 - Understanding SageMaker.srt | 6.89 KB |
| 04 - 3. Machine Learning Platforms/04 - Create Jupyter notebooks with SageMaker.mp4 | 15.47 MB |
| 04 - 3. Machine Learning Platforms/04 - Create Jupyter notebooks with SageMaker.srt | 9.21 KB |
| 04 - 3. Machine Learning Platforms/05 - Get data with SageMaker notebook.mp4 | 18.78 MB |
| 04 - 3. Machine Learning Platforms/05 - Get data with SageMaker notebook.srt | 10.48 KB |
| 04 - 3. Machine Learning Platforms/06 - Train model with SageMaker job.mp4 | 11.45 MB |
| 04 - 3. Machine Learning Platforms/06 - Train model with SageMaker job.srt | 4.89 KB |
| 04 - 3. Machine Learning Platforms/07 - Deploy and host model with SageMaker model.mp4 | 8.16 MB |
| 04 - 3. Machine Learning Platforms/07 - Deploy and host model with SageMaker model.srt | 4.25 KB |
| 04 - 3. Machine Learning Platforms/08 - Use model from SageMaker endpoint.mp4 | 10.74 MB |
| 04 - 3. Machine Learning Platforms/08 - Use model from SageMaker endpoint.srt | 6.36 KB |
| 04 - 3. Machine Learning Platforms/09 - Selecting algorithm for model training.mp4 | 13.48 MB |
| 04 - 3. Machine Learning Platforms/09 - Selecting algorithm for model training.srt | 9.02 KB |
| 04 - 3. Machine Learning Platforms/10 - Advanced use of SageMaker.mp4 | 8.7 MB |
| 04 - 3. Machine Learning Platforms/10 - Advanced use of SageMaker.srt | 4.2 KB |
| 05 - 4. Machine Learning Virtual Servers/01 - Understanding ML virtual servers.mp4 | 8.97 MB |
| 05 - 4. Machine Learning Virtual Servers/01 - Understanding ML virtual servers.srt | 6.67 KB |
| 05 - 4. Machine Learning Virtual Servers/02 - Understanding deep learning.mp4 | 6.58 MB |
| 05 - 4. Machine Learning Virtual Servers/02 - Understanding deep learning.srt | 4.4 KB |
| 05 - 4. Machine Learning Virtual Servers/03 - Work with Gluon for MXNet in SageMaker.mp4 | 18.13 MB |
| 05 - 4. Machine Learning Virtual Servers/03 - Work with Gluon for MXNet in SageMaker.srt | 8.69 KB |
| 05 - 4. Machine Learning Virtual Servers/04 - Work with MXNet in SageMaker.mp4 | 28.17 MB |
| 05 - 4. Machine Learning Virtual Servers/04 - Work with MXNet in SageMaker.srt | 15.22 KB |
| 05 - 4. Machine Learning Virtual Servers/05 - Databricks on AWS.mp4 | 19.04 MB |
| 05 - 4. Machine Learning Virtual Servers/05 - Databricks on AWS.srt | 12.44 KB |
| Glossary_AmazonWebServicesMachineLearningEssentialTraining.zip | 132.38 KB |
| 05 - 4. Machine Learning Virtual Servers/06 - Work with MXNet in Databricks.srt | 14.26 KB |
| 05 - 4. Machine Learning Virtual Servers/07 - Set up the AWS Deep Learning AMIs.mp4 | 23.75 MB |
| 05 - 4. Machine Learning Virtual Servers/07 - Set up the AWS Deep Learning AMIs.srt | 9.27 KB |
| 05 - 4. Machine Learning Virtual Servers/08 - Work with the AWS Deep Learning AMI.mp4 | 23.41 MB |
| 05 - 4. Machine Learning Virtual Servers/08 - Work with the AWS Deep Learning AMI.srt | 5.92 KB |
| 05 - 4. Machine Learning Virtual Servers/09 - Work with EMR for machine learning.mp4 | 24.81 MB |
| 05 - 4. Machine Learning Virtual Servers/09 - Work with EMR for machine learning.srt | 14.43 KB |
| 06 - 5. Machine Learning Architectures/01 - AWS ML APIs for conversational apps.mp4 | 6.18 MB |
| 06 - 5. Machine Learning Architectures/01 - AWS ML APIs for conversational apps.srt | 4.37 KB |
| 06 - 5. Machine Learning Architectures/02 - AWS ML service for IoT apps.mp4 | 5.08 MB |
| 06 - 5. Machine Learning Architectures/02 - AWS ML service for IoT apps.srt | 3.72 KB |
| 06 - 5. Machine Learning Architectures/03 - Spark ML and Databricks AWS for real-time apps.mp4 | 5.23 MB |
| 06 - 5. Machine Learning Architectures/03 - Spark ML and Databricks AWS for real-time apps.srt | 3.89 KB |
| 06 - 5. Machine Learning Architectures/04 - VariantSpark and EMR for genomic research.mp4 | 10.34 MB |
| 06 - 5. Machine Learning Architectures/04 - VariantSpark and EMR for genomic research.srt | 6.53 KB |
| 06 - 5. Machine Learning Architectures/05 - Best practices for algorithms and architectures.mp4 | 16.46 MB |
| 06 - 5. Machine Learning Architectures/05 - Best practices for algorithms and architectures.srt | 12.52 KB |
| 07 - Conclusion/01 - Next steps.mp4 | 2.93 MB |
| 07 - Conclusion/01 - Next steps.srt | 1.82 KB |
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