Pearson - AWS Certified Machine Learning - Specialty
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4:29:42
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001. AWS Certified Machine Learning Specialty Introduction.mp4
02:49
002. AWS Certified Machine Learning Specialty Introduction.mp4
02:49
001. Learning objectives.mp4
00:40
002. 1.1 Create data repositories for machine learning.mp4
11:57
003. 1.2 Identify and implement a data ingestion solution.mp4
11:57
004. 1.3 Decide between ingestion tools.mp4
09:26
005. 1.4 Identify and implement a data transformation solution.mp4
09:01
006. 1.5 Get some practice questions and exercises.mp4
04:43
001. Learning objectives.mp4
00:27
002. 2.1 Sanitize and prepare data for modeling.mp4
10:08
003. 2.2 Perform feature engineering.mp4
10:16
004. 2.3 Analyze data for machine learning.mp4
10:42
005. 2.4 Visualize data for machine learning.mp4
10:06
006. 2.5 Get some practice questions and exercises.mp4
05:09
001. Learning objectives.mp4
00:33
002. 3.1 Frame business problems as machine learning problems.mp4
10:16
003. 3.2 Select the appropriate model for a machine learning problem.mp4
10:01
004. 3.3 Understand the intuition behind the model.mp4
07:27
005. 3.4 Train machine learning models.mp4
08:54
006. 3.5 Choose compute option.mp4
08:20
007. 3.6 Get some practice questions and exercises.mp4
07:11
001. Learning objectives.mp4
00:30
002. 4.1 Perform hyperparameter optimization.mp4
08:07
003. 4.2 Use other methods for hyperparameter optimization.mp4
10:35
004. 4.3 Evaluate machine learning models.mp4
07:40
005. 4.4 Compare models with different metrics.mp4
10:45
006. 4.5 Implement machine learning best practices.mp4
12:25
007. 4.6 Get some practice questions and exercises.mp4
05:51
001. Learning objectives.mp4
00:36
002. 5.1 Build machine learning solutions for production.mp4
10:12
003. 5.2 Address scaling concerns.mp4
10:37
004. 5.3 Recommend and implement the appropriate machine learning services.mp4
10:09
005. 5.4 Apply basic AWS security practices to machine learning solutions.mp4
10:22
006. 5.5 Deploy and operationalize machine learning solutions.mp4
11:04
007. 5.6 Get some practice questions and exercises.mp4
06:13
001. AWS Certified Machine Learning Specialty Summary.mp4
01:44
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- language english
- Training sessions 36
- duration 4:29:42
- Release Date 2024/08/01
