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【影视】 [ FreeCourseWeb.com ] Udemy - Testing and Monitoring Machine Learning Model Deployments

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~Get Your Files Here !/08 - Shadow Mode Deployments/005 Code Overview - DB Setup.mp4 123.8 MB
~Get Your Files Here !/09 - Monitoring - Metrics with Prometheus/012 Creating an ML System Grafana Dashboard.mp4 112.8 MB
~Get Your Files Here !/08 - Shadow Mode Deployments/012 Jupyter Demo - Tests in Shadow Mode.mp4 107.3 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/009 Code Base Overview.mp4 104.4 MB
~Get Your Files Here !/08 - Shadow Mode Deployments/008 Setup Tests for Shadow Mode.mp4 103.8 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/009 Introduction to the Dataset & Model Pipeline.mp4 94.3 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/015 Model Config Unit Testing.mp4 92.8 MB
~Get Your Files Here !/10 - Monitoring - Logs with Kibana/005 Setting Up a Kibana Dashboard for Model Inputs.mp4 90.0 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/012 Preprocessing & Feature Engineering Unit Testing.mp4 84.8 MB
~Get Your Files Here !/06 - Integration Testing the ML API/009 Integration Testing Hands-On Code.mp4 82.0 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/017 Input Data Unit Testing.mp4 81.6 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/019 Model Quality Unit Testing.mp4 77.8 MB
~Get Your Files Here !/10 - Monitoring - Logs with Kibana/004 Integrating Kibana into The Example Project.mp4 73.5 MB
~Get Your Files Here !/08 - Shadow Mode Deployments/004 Tests in Shadow Deployments.mp4 70.1 MB
~Get Your Files Here !/10 - Monitoring - Logs with Kibana/003 Kibana Hands-on Exercise.mp4 68.3 MB
~Get Your Files Here !/07 - Differential Testing/003 Differential Testing Implementation.mp4 59.7 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/003 Pytest.mp4 59.4 MB
~Get Your Files Here !/09 - Monitoring - Metrics with Prometheus/011 Adding Metrics Monitoring to Our Example Project.mp4 56.1 MB
~Get Your Files Here !/05 - Docker & Docker Compose/005 Docker & Docker Compose Installation.mp4 55.0 MB
~Get Your Files Here !/09 - Monitoring - Metrics with Prometheus/008 Adding Metrics - Hands-on.mp4 50.7 MB

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【影视】 [FreeCourseSite.com] Udemy - The Complete Machine Learning Course From Zero to Expert!

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3 - Visualization Principal Component Analysis/7 - Using PCA.mp4 483.8 MB
11 - Ridge Regression/38 - Ridge Regression and Cross Validation.mp4 341.0 MB
18 - Neural Networks for Regression/73 - Multilayer Perceptron Neural Network.mp4 322.6 MB
5 - Visualization tStochastic Neighbor Embedding tSNE/16 - tSNE on Raw Data.mp4 269.2 MB
7 - Visualization ISOMAP/24 - ISOMAP with 3 Dimensions.mp4 259.8 MB
13 - Regression Understand the Models/41 - Data Scaling.mp4 256.5 MB
14 - Classification/49 - Linear Discriminant Analysis.mp4 236.8 MB
10 - Linear Regression/35 - Linear Regression.mp4 233.5 MB
3 - Visualization Principal Component Analysis/6 - Initial Visualization.mp4 227.8 MB
7 - Visualization ISOMAP/23 - ISOMAP with 2 Dimensions.mp4 224.4 MB
8 - Visualization Fisher Discriminant Analysis/28 - Fisher Discriminant Analysis with 2 Dimensions.mp4 219.8 MB
14 - Classification/52 - Logistic Regression.mp4 219.2 MB
4 - Visualization Locally Linear Embedding LLE/12 - LLE with 3 Dimensions.mp4 211.7 MB
4 - Visualization Locally Linear Embedding LLE/11 - Using LLE.mp4 209.8 MB
15 - Support Vector Machines for Regression/57 - Support Vector Machine Linear Kernel.mp4 203.9 MB
8 - Visualization Fisher Discriminant Analysis/29 - Fisher Discriminant Analysis with 3 Dimensions.mp4 197.2 MB
9 - Visualization Final Project Images/32 - Fisher Discriminant Analysis.mp4 191.6 MB
19 - Neural Networks for Classification/77 - Neural Network Training.mp4 190.0 MB
13 - Regression Understand the Models/42 - OneHot Encoding.mp4 185.3 MB
16 - Support Vector Machines for Classification/65 - Support Vector Machine Linear Kernel.mp4 183.6 MB

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【影视】 Visualization Machine Learning in Python

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[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/5 - Using PCA.mp4 484.0 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/15 - tSNE on Raw Data.mp4 269.2 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/23 - ISOMAP with 3 Dimensions.mp4 259.9 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/4 - Initial Visualization.mp4 227.9 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/22 - ISOMAP with 2 Dimensions.mp4 224.5 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/27 - Fisher Discriminant Analysis with 2 Dimensions.mp4 219.8 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/11 - LLE with 3 Dimensions.mp4 211.6 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/10 - Using LLE.mp4 209.8 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/28 - Fisher Discriminant Analysis with 3 Dimensions.mp4 197.1 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/33 - Fisher Discriminant Analysis.mp4 191.7 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - Introduction to the Dataset.mp4 174.4 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/31 - Locally Linear Embedding.mp4 173.3 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/32 - Principal Component Analysis.mp4 172.8 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/34 - ISOMAP.mp4 158.5 MB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/19 - Using MDS with 2 Dimensions.mp4 157.4 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/17 - tSNE on Standardized Data.mp4 153.7 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/16 - tSNE on Scaled Data.mp4 152.4 MB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/20 - Using MDS with 3 Dimensions.mp4 150.7 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/6 - Explanation of PCA.mp4 103.0 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/30 - Introduction to Image Dataset.mp4 95.8 MB

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【影视】 [FreeCourseSite.com] Udemy - AWS Certified Machine Learning Specialty 2023 - Hands On!

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03 - Exploratory Data Analysis/021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3.mp4 125.6 MB
03 - Exploratory Data Analysis/020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2.mp4 103.7 MB
05 - Modeling, Part 2 Amazon SageMaker/027 SageMaker Canvas.mp4 83.4 MB
01 - Introduction/002 Course Introduction What to Expect.mp4 82.0 MB
02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 78.9 MB
08 - ML Implementation and Operations/012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3.mp4 76.5 MB
03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 76.5 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/003 Lab Tuning a Convolutional Neural Network on EC2, Part 2.mp4 76.3 MB
09 - Wrapping Up/003 Test-Taking Strategies, and What to Expect.mp4 75.6 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/002 Lab Tuning a Convolutional Neural Network on EC2, Part 1.mp4 60.8 MB
05 - Modeling, Part 2 Amazon SageMaker/019 Reinforcement Learning in SageMaker.mp4 56.3 MB
03 - Exploratory Data Analysis/014 Imputing Missing Data.mp4 55.9 MB
05 - Modeling, Part 2 Amazon SageMaker/001 Introducing Amazon SageMaker.mp4 53.8 MB
06 - Modeling, Part 3 High-Level ML Services/005 Amazon Rekognition.mp4 53.0 MB
08 - ML Implementation and Operations/002 SageMaker's Inner Details and Production Variants.mp4 53.0 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/004 Convolutional Neural Networks.mp4 51.7 MB
06 - Modeling, Part 3 High-Level ML Services/008 Amazon Personalize.mp4 46.9 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/004 Lab Tuning a Convolutional Neural Network on EC2, Part 3.mp4 44.5 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/001 Section Intro Modeling.mp4 42.3 MB
03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 42.2 MB

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41 - Kernel PCA/002 Kernel PCA in R.mp4 239.9 MB
37 - Convolutional Neural Networks/001 dataset.zip 232.0 MB
29 - Apriori/008 Apriori in R - Step 3.mp4 169.5 MB
20 - Naive Bayes/001 Bayes Theorem.mp4 152.7 MB
36 - Artificial Neural Networks/015 ANN in R - Step 1.mp4 139.2 MB
29 - Apriori/005 Apriori in Python - Step 4.mp4 122.4 MB
36 - Artificial Neural Networks/017 ANN in R - Step 3.mp4 121.3 MB
43 - Model Selection/002 Grid Search in Python.mp4 120.0 MB
37 - Convolutional Neural Networks/015 CNN in Python - FINAL DEMO!.mp4 117.5 MB
35 - -------------------- Part 8 Deep Learning --------------------/002 What is Deep Learning.mp4 107.9 MB
39 - Principal Component Analysis (PCA)/004 PCA in R - Step 1.mp4 105.5 MB
37 - Convolutional Neural Networks/011 CNN in Python - Step 2.mp4 104.9 MB
32 - Upper Confidence Bound (UCB)/012 Upper Confidence Bound in R - Step 3.mp4 103.8 MB
29 - Apriori/007 Apriori in R - Step 2.mp4 101.3 MB
32 - Upper Confidence Bound (UCB)/001 The Multi-Armed Bandit Problem.mp4 101.1 MB
40 - Linear Discriminant Analysis (LDA)/003 LDA in R.mp4 98.2 MB
37 - Convolutional Neural Networks/005 Step 2 - Pooling.mp4 91.7 MB
39 - Principal Component Analysis (PCA)/002 PCA in Python - Step 1.mp4 90.2 MB
37 - Convolutional Neural Networks/014 CNN in Python - Step 5.mp4 89.0 MB
36 - Artificial Neural Networks/011 ANN in Python - Step 2.mp4 88.6 MB

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