[ CourseWikia.com ] Pearson - AWS Certified Machine Learning - Specialty

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Date:
04/25/24 at 5:24pm GMT+1
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File size:
623 MB in 37 files

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d09115f59d5e571ec4b5aa0f84e3d3be9d65a192


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  • [ CourseWikia.com ] Pearson - AWS Certified Machine Learning - Specialty
  • icon ~Get Your Files Here !/Bonus Resources.txt 386 B
    icon ~Get Your Files Here !/Introduction/001. AWS Certified Machine Learning Specialty Introduction.mp4 19.3 MB
    icon ~Get Your Files Here !/Introduction/002. AWS Certified Machine Learning Specialty Introduction.mp4 19.3 MB
    icon ~Get Your Files Here !/Lesson 1 Data Engineering/001. Learning objectives.mp4 4.2 MB
    icon ~Get Your Files Here !/Lesson 1 Data Engineering/002. 1.1 Create data repositories for machine learning.mp4 24.3 MB
    icon ~Get Your Files Here !/Lesson 1 Data Engineering/003. 1.2 Identify and implement a data ingestion solution.mp4 24.6 MB
    icon ~Get Your Files Here !/Lesson 1 Data Engineering/004. 1.3 Decide between ingestion tools.mp4 21.4 MB
    icon ~Get Your Files Here !/Lesson 1 Data Engineering/005. 1.4 Identify and implement a data transformation solution.mp4 22.1 MB
    icon ~Get Your Files Here !/Lesson 1 Data Engineering/006. 1.5 Get some practice questions and exercises.mp4 12.9 MB
    icon ~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/001. Learning objectives.mp4 2.8 MB
    icon ~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/002. 2.1 Sanitize and prepare data for modeling.mp4 25 MB
    icon ~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/003. 2.2 Perform feature engineering.mp4 20 MB
    icon ~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/004. 2.3 Analyze data for machine learning.mp4 25.8 MB
    icon ~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/005. 2.4 Visualize data for machine learning.mp4 21 MB
    icon ~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/006. 2.5 Get some practice questions and exercises.mp4 12.7 MB
    icon ~Get Your Files Here !/Lesson 3 Training Models/001. Learning objectives.mp4 3.6 MB
    icon ~Get Your Files Here !/Lesson 3 Training Models/002. 3.1 Frame business problems as machine learning problems.mp4 22.4 MB
    icon ~Get Your Files Here !/Lesson 3 Training Models/003. 3.2 Select the appropriate model for a machine learning problem.mp4 23 MB
    icon ~Get Your Files Here !/Lesson 3 Training Models/004. 3.3 Understand the intuition behind the model.mp4 15.5 MB
    icon ~Get Your Files Here !/Lesson 3 Training Models/005. 3.4 Train machine learning models.mp4 22.2 MB
    icon ~Get Your Files Here !/Lesson 3 Training Models/006. 3.5 Choose compute option.mp4 18.3 MB
    icon ~Get Your Files Here !/Lesson 3 Training Models/007. 3.6 Get some practice questions and exercises.mp4 20.4 MB
    icon ~Get Your Files Here !/Lesson 4 Evaluating Models/001. Learning objectives.mp4 3.1 MB
    icon ~Get Your Files Here !/Lesson 4 Evaluating Models/002. 4.1 Perform hyperparameter optimization.mp4 16.1 MB
    icon ~Get Your Files Here !/Lesson 4 Evaluating Models/003. 4.2 Use other methods for hyperparameter optimization.mp4 22.2 MB
    icon ~Get Your Files Here !/Lesson 4 Evaluating Models/004. 4.3 Evaluate machine learning models.mp4 14.2 MB
    icon ~Get Your Files Here !/Lesson 4 Evaluating Models/005. 4.4 Compare models with different metrics.mp4 20.8 MB
    icon ~Get Your Files Here !/Lesson 4 Evaluating Models/006. 4.5 Implement machine learning best practices.mp4 24.5 MB
    icon ~Get Your Files Here !/Lesson 4 Evaluating Models/007. 4.6 Get some practice questions and exercises.mp4 14.2 MB
    icon ~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/001. Learning objectives.mp4 3.8 MB
    icon ~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/002. 5.1 Build machine learning solutions for production.mp4 19.5 MB
    icon ~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/003. 5.2 Address scaling concerns.mp4 19.7 MB
    icon ~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/004. 5.3 Recommend and implement the appropriate machine learning services.mp4 11.1 MB
    icon ~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/005. 5.4 Apply basic AWS security practices to machine learning solutions.mp4 20.6 MB
    icon ~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/006. 5.5 Deploy and operationalize machine learning solutions.mp4 21.9 MB
    icon ~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/007. 5.6 Get some practice questions and exercises.mp4 19.1 MB
    icon ~Get Your Files Here !/Summary/001. AWS Certified Machine Learning Specialty Summary.mp4 11 MB

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