[FreeCourseSite.com] Udemy - 2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT


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File Size:   19.67 GB
Creat Time:   2024-08-26
Active Degree:   14
Last Active:   2024-11-09
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Tags:    FreeCourseSite com Udemy - 2023 Become AWS SageMaker ML Engineer in 30 Days ChatGPT
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File List

  1. 21 - Day 16 XG-Boost Regression in Scikit-Learn/007 XG-Boost Algorithm Deep Dive (with examples).mp4 383.11 MB
  2. 04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL).mp4 260.37 MB
  3. 04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/005 Key Ingredients to Build Machine Learning Models.mp4 252.19 MB
  4. 14 - Day 10 Amazon SageMaker Data Wrangler/007 Normalization vs. Standardization (Feature Scaling in Machine Learning).mp4 250.61 MB
  5. 17 - Day 12 Regression Using AWS SageMaker Linear Learner/009 Coding Task #3 - Train a Linear Learner Model in SageMaker.mp4 236.17 MB
  6. 07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/005 Data Sources and Types.mp4 215.54 MB
  7. 25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/006 Bias Variance Tradeoff.mp4 210.59 MB
  8. 22 - Day 17 Built-in SageMaker XG-Boost Algorithm/004 SageMaker Built-in XG-Boost Algorithm.mp4 196.07 MB
  9. 21 - Day 16 XG-Boost Regression in Scikit-Learn/017 Final Capstone Project Solution.mp4 187.11 MB
  10. 17 - Day 12 Regression Using AWS SageMaker Linear Learner/004 AWS SageMaker Linear Learner Algorithm Overview.mp4 183.84 MB
  11. 05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/003 Intro to SageMaker.mp4 174.98 MB
  12. 03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/009 Identity and Access Management (IAM) & Multifactor Authentication (MFA).mp4 156.12 MB
  13. 03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/003 What is AWS & Cloud Computing Who Uses them What are their benefits.mp4 153.75 MB
  14. 39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/006 Invoke a Lambda Function Using Boto3 SDK.mp4 149.21 MB
  15. 04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/004 Machine Learning The Big Picture.mp4 147.01 MB
  16. 30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/004 K Nearest Neighbors Algorithm 101.mp4 145.56 MB
  17. 29 - Day 22 XG-Boost Classification in AWS SageMaker/008 Coding Task 2 - Perform Data Visualization.mp4 139.24 MB
  18. 17 - Day 12 Regression Using AWS SageMaker Linear Learner/010 Practice Opportunity #3.mp4 134.17 MB
  19. 25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/007 L2 Regularization (Ridge Regression).mp4 130.36 MB
  20. 19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/006 Coding Task #3 - Train a Linear Learner Model in SageMaker (Multiple Regression).mp4 128.64 MB
  21. 35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/004 Amazon SageMaker Autopilot.mp4 128.47 MB
  22. 14 - Day 10 Amazon SageMaker Data Wrangler/004 Data Wrangler 101.mp4 127.78 MB
  23. 13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/004 Data Visualization 101.mp4 125.09 MB
  24. 39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/005 Define a Lambda Function Using Boto3 SDK.mp4 124.78 MB
  25. 25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/004 Hyperparameters 101.mp4 124.58 MB
  26. 14 - Day 10 Amazon SageMaker Data Wrangler/017 Final Capstone Project - Solutions.mp4 118.72 MB
  27. 22 - Day 17 Built-in SageMaker XG-Boost Algorithm/008 Coding Task 4 - Deploy Trained SageMaker Built-in XG-Boost Algorithm.mp4 116.56 MB
  28. 13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/024 Final End of Day Capstone Project Solutions.mp4 112.93 MB
  29. 04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/008 Elastic Compute Cloud (EC2) Deep Dive & Demo.mp4 112.16 MB
  30. 26 - Day 20 Hyperparameters Optimization in SageMaker/006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization).mp4 107.38 MB
  31. 21 - Day 16 XG-Boost Regression in Scikit-Learn/005 What is Boosting.mp4 106.89 MB
  32. 20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/011 Final End-of-Day Capstone Project Solution.mp4 106.32 MB
  33. 07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/010 AWS SageMaker GroundTruth Demo Part 2.mp4 105.14 MB
  34. 20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/007 Demo Launch a Training Job in AWS SageMaker Console.mp4 104.01 MB
  35. 16 - Day 11 Simple Linear Regression in Scikit-Learn/006 Scikit-Learn Library Overview.mp4 102.64 MB
  36. 07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/009 AWS SageMaker GroundTruth Demo Part 1.mp4 101.78 MB
  37. 17 - Day 12 Regression Using AWS SageMaker Linear Learner/011 Coding Task #4 - Deploy Endpoint.mp4 101.48 MB
  38. 33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/020 Final Capstone Project Solution Part 2.mp4 101.29 MB
  39. 10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/003 Exploratory Data Analysis (EDA) 101.mp4 100.93 MB
  40. 39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/004 Synchronous Vs. Asynchronous Invocations.mp4 99.54 MB
  41. 38 - Day 29 Lambda Functions Using AWS Console/005 AWS Lambda Functions 101.mp4 98.75 MB
  42. 19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/005 Coding Task #2 - Perform EDA and Visualization.mp4 98.00 MB
  43. 25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/008 L1 Regularization (Lasso Regression).mp4 97.62 MB
  44. 33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/015 Coding Task 4 - Train Models with AutoGluon.mp4 95.29 MB
  45. 17 - Day 12 Regression Using AWS SageMaker Linear Learner/014 Final Capstone Project Solution.mp4 93.17 MB
  46. 30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm.mp4 91.43 MB
  47. 13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/021 Coding Task 8 - Plot Correlation Heatmaps, Displot and Pairplot.mp4 88.74 MB
  48. 34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/008 Coding Task 2 - Perform Exploratory Data Analysis.mp4 88.51 MB
  49. 10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/005 Jupyter Notebooks and SageMaker Studio Setup.mp4 88.51 MB
  50. 23 - Day 18 AWS SageMaker JumpStart/009 JumpStart Demo Part 4 - Invoke Endpoint.mp4 88.40 MB

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