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【影视】 [ FreeCourseWeb.com ] Coursera - Machine Learning Engineering for Production (MLOps) Specialization

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~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/01_key-challenges.mp4 26.9 MB
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【文档书籍】 [Manning] Machine learning bookcamp (hevc) (2021) [EN]

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25 - Ch4 ROC curve and AUC score.m4v 7.2 MB
51 - Ch8 Preparing the Docker image.m4v 7.1 MB
10 - Ch2 Validating the model.m4v 7.0 MB
1 - Ch1 Introduction to machine learning.m4v 7.0 MB
50 - Ch8 Serverless deep learning.m4v 6.9 MB
53 - Ch9 Running TensorFlow Serving locally.m4v 6.8 MB
2 - Ch1 When machine learning isn’t helpful.m4v 6.8 MB
20 - Ch3 Model interpretation.m4v 6.8 MB
54 - Ch9 Model deployment with Kubernetes.m4v 6.7 MB
13 - Ch3 Machine learning for classification.m4v 6.6 MB
40 - Ch6 Parameter tuning for XGBoost.m4v 6.5 MB
21 - Ch3 Using the model.m4v 6.5 MB
3 - Ch1 Evaluation.m4v 6.3 MB
26 - Ch4 ROC Curve.m4v 6.2 MB
42 - Ch7 Neural networks and deep learning.m4v 6.1 MB
23 - Ch4 Confusion table.m4v 6.0 MB
49 - Ch7 Using the model.m4v 6.0 MB
28 - Ch4 Next steps.m4v 5.9 MB
22 - Ch4 Evaluation metrics for classification.m4v 5.9 MB

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - Learning Cisco CLI Router and Switch Configuration.zip

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【影视】 [FreeTutorials.Us] Udemy - Feature Engineering for Machine Learning

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13. Assembling a feature engineering pipeline/2. Regression pipeline.mp4 165.2 MB
13. Assembling a feature engineering pipeline/1. Classification pipeline.mp4 142.6 MB
4. Missing Data Imputation/8. Random sample imputation.mp4 107.6 MB
6. Categorical Variable Encoding/3. One-hot-encoding Demo.mp4 95.8 MB
4. Missing Data Imputation/10. Mean or median imputation with Scikit-learn.mp4 92.4 MB
4. Missing Data Imputation/15. Automatic determination of imputation method with Sklearn.mp4 84.3 MB
8. Discretisation/11. Discretisation with decision trees using Scikit-learn.mp4 84.1 MB
8. Discretisation/3. Equal-width discretisation Demo.mp4 82.9 MB
6. Categorical Variable Encoding/17. Comparison of categorical variable encoding.mp4 82.3 MB
6. Categorical Variable Encoding/19. Rare label encoding Demo.mp4 72.8 MB
3. Variable Characteristics/5. Linear models assumptions.mp4 72.2 MB
6. Categorical Variable Encoding/11. Target guided ordinal encoding Demo.mp4 72.1 MB
6. Categorical Variable Encoding/7. Ordinal encoding Demo.mp4 60.3 MB
6. Categorical Variable Encoding/5. One hot encoding of top categories Demo.mp4 60.0 MB
12. Engineering datetime variables/2. Engineering dates Demo.mp4 56.6 MB
4. Missing Data Imputation/11. Arbitrary value imputation with Scikit-learn.mp4 54.7 MB
4. Missing Data Imputation/3. Mean or median imputation.mp4 54.7 MB
9. Outlier Handling/2. Outlier trimming.mp4 53.6 MB
4. Missing Data Imputation/6. Frequent category imputation.mp4 52.2 MB
7. Variable Transformation/2. Variable Transformation with Numpy and SciPy.mp4 51.8 MB

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4 Face2Face (Upper-Intermediate)/Face2Face_Upper-Intermediate_Student's.Book.pdf 53.6 MB
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3 Face2Face (Intermediate)/Face2Face_Intermediate_CD2.mp3 50.7 MB
1 Face2Face (Elementary)/Face2Face_Elementary_CD2.mp3 44.8 MB
4 Face2Face (Upper-Intermediate)/Face2Face_Upper-Intermediate_CD1.mp3 43.6 MB
4 Face2Face (Upper-Intermediate)/Face2Face_Upper-Intermediate_CD3.mp3 43.0 MB
4 Face2Face (Upper-Intermediate)/Face2Face_Upper-Intermediate_CD2.mp3 42.3 MB
3 Face2Face (Intermediate)/Face2Face_Intermediate_CD1.mp3 41.4 MB
2 Face2Face (Pre-Intermediate)/Face2Face_Pre-Intermediate_CD2.mp3 40.2 MB
1 Face2Face (Elementary)/Face2Face_Elementary_CD3.mp3 39.9 MB
2 Face2Face (Pre-Intermediate)/Face2Face_Pre-Intermediate_CD3.mp3 37.1 MB
1 Face2Face (Elementary)/Face2Face_Elementary_CD1.mp3 33.7 MB
2 Face2Face (Pre-Intermediate)/Face2Face_Pre-Intermediate_CD1.mp3 32.3 MB
1 Face2Face (Elementary)/Face2Face_Elementary_Teacher's.Book_228p.pdf 27.1 MB
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【影视】 [DesireCourse.Com] Udemy - AWS Lambda and the Serverless Framework – Hands On Learning!

收录时间:2021-04-02 文档个数:39 文档大小:361.0 MB 最近下载:2025-05-15 人气:671 磁力链接

05 Real World Example 2 - REST API/028 Building the REST API.mp4 31.3 MB
04 Real World Example 1 - S3 Thumbnails/024 Implementation of Thumbnail Service - Part 1.mp4 29.0 MB
02 AWS Lambda Serverless - Getting Started/006 AWS Lambda Console.mp4 25.3 MB
03 AWS Lambda Serverless - In Depth/017 Functions timeout and memory.mp4 24.4 MB
02 AWS Lambda Serverless - Getting Started/007 Installing Serverless.mp4 19.0 MB
03 AWS Lambda Serverless - In Depth/020 VPC for Lambda Functions.mp4 18.7 MB
03 AWS Lambda Serverless - In Depth/018 IAM Permissions for Lambda Functions.mp4 17.4 MB
04 Real World Example 1 - S3 Thumbnails/025 Implementation of Thumbnail Service - Part 2.mp4 16.8 MB
01 Course Introduction/004 AWS Lambda Overview.mp4 16.7 MB
02 AWS Lambda Serverless - Getting Started/008 Deploying our First Function.mp4 16.4 MB
05 Real World Example 2 - REST API/030 Testing the REST API.mp4 14.8 MB
03 AWS Lambda Serverless - In Depth/019 Environment Variables in AWS Lambda.mp4 14.6 MB
03 AWS Lambda Serverless - In Depth/014 Create AWS Lambda function using any runtime.mp4 13.8 MB
06 Real World Example 3 - AWS Automation - EC2 Start Stop/033 Deploying the ec2 start and stop lambda functions.mp4 13.8 MB
05 Real World Example 2 - REST API/029 Deploying the REST API.mp4 12.6 MB
02 AWS Lambda Serverless - Getting Started/011 Fetching the function logs from the CLI.mp4 8.5 MB
03 AWS Lambda Serverless - In Depth/015 YAML Crash Course.mp4 8.3 MB
01 Course Introduction/attached_files/005 Code Download/aws-lambda.zip 7.7 MB
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【影视】 Mastering Machine Learning Algorithms using Python

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Chapter 13 Introduction to Deep Learning/001. Introduction to Deep Learning.mp4 262.8 MB
Chapter 04 Exploratory Data Analysis/009. EDA Project 7.mp4 138.3 MB
Chapter 03 Learning Python/010. Python Sets 1.mp4 136.7 MB
Chapter 06 Logistic Regression/006. Model Evaluation - AUC-ROC.mp4 127.3 MB
Chapter 03 Learning Python/023. Pandas DataFrame 5.mp4 126.1 MB
Chapter 12 Unsupervised Learning using K-Means Clustering/002. K-Means Clustering Computation.mp4 120.4 MB
Chapter 01 Introduction to Machine Learning/004. History of Machine Learning.mp4 115.6 MB
Chapter 06 Logistic Regression/004. Data Analysis and Feature Engineering.mp4 108.3 MB
Chapter 05 Linear Regression/010. Data Preparation and Analysis 3.mp4 104.6 MB
Chapter 02 Statistical Techniques/008. Hypothesis Testing.mp4 100.4 MB
Chapter 03 Learning Python/016. Pandas Series 2.mp4 98.3 MB
Chapter 06 Logistic Regression/002. Logit Model.mp4 96.7 MB
Chapter 01 Introduction to Machine Learning/007. Challenges in Machine Learning.mp4 95.0 MB
Chapter 02 Statistical Techniques/004. Histograms and Normal Approximation.mp4 93.4 MB
Chapter 09 Random Forest Ensemble/003. Model Building and Hyperparameter Tuning using Grid Search CV.mp4 92.2 MB
Chapter 05 Linear Regression/006. OLS Assumptions and Testing.mp4 91.4 MB
Chapter 03 Learning Python/007. Python Tuples.mp4 90.3 MB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/001. Principal Component Analysis - Concepts.mp4 90.0 MB
Chapter 08 Decision Tree Classifier/006. Model Optimization using Grid Search Cross Validation.mp4 89.7 MB
Chapter 03 Learning Python/003. Python Variables and Conditions.mp4 88.6 MB

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【影视】 [FreeCoursesOnline.Me] UDACITY - Machine Learning Scholarship Program for Microsoft Azure

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Part 01-Module 01-Lesson 07_Responsible AI/08. 6 05 Demo 11983 Udacity ML Course Lesson6 FINAL V2-D3KyjrsKJCI.mp4 30.6 MB
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Part 01-Module 01-Lesson 01_Welcome to Introduction to Machine Learning on Azure/05. 0 00 11983 Udacity ML Course Lesson0 FINAL V3-C25mkY1R5Wc.mp4 26.4 MB
Part 01-Module 01-Lesson 03_Model Training/19. 2 14 11983 Udacity ML Course FINAL V2-Ar9fKCgMT6A.mp4 25.4 MB
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【影视】 [FreeTutorials.Eu] Udemy - Machine Learning Practical 6 Real-World Applications

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2. Breast Cancer Classification/8. Improving the Model.mp4 199.0 MB
2. Breast Cancer Classification/5. Data Visualisation.mp4 147.3 MB
3. Fashion Class Classification/3. Data Visualisation.mp4 136.5 MB
3. Fashion Class Classification/7. Model Training Part IV.mp4 134.4 MB
3. Fashion Class Classification/6. Model Training Part III.mp4 132.1 MB
3. Fashion Class Classification/4. Model Training Part I.mp4 108.8 MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/2. Data.mp4 106.9 MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/12. Grid Search Part 2.mp4 102.8 MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/10. Model Building Part 2.mp4 98.0 MB
3. Fashion Class Classification/1. Business Challenge.mp4 96.7 MB
2. Breast Cancer Classification/7. Model Evaluation.mp4 95.8 MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.mp4 83.6 MB
2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.mp4 82.9 MB
3. Fashion Class Classification/5. Model Training Part II.mp4 82.1 MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/2. Data.mp4 81.2 MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/1. Introduction.mp4 78.8 MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/11. Grid Search Part 1.mp4 78.0 MB
3. Fashion Class Classification/8. Model Evaluation.mp4 77.2 MB
4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.mp4 75.8 MB
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【文档书籍】 Chen S. Financial Data Analytics. With Machine Learning, Optim...Statistics 2024

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【其他】 [ CourseHulu.com ] Linkedin - Machine Learning with AWS DeepRacer

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~Get Your Files Here !/02 - 1. Start Your Engines/01 - What is AWS DeepRacer.mp4.!qB 44.3 MB
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5. Pandas/28. Pandas Project Exercise Solutions.mp4 190.4 MB
8. Data Analysis and Visualization Capstone Project Exercise/4. Capstone Project Solutions - Part Three.mp4 150.9 MB
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8. Data Analysis and Visualization Capstone Project Exercise/3. Capstone Project Solutions - Part Two.mp4 116.4 MB
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4. NumPy/2. NumPy Arrays.mp4 115.0 MB
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5. Pandas/15. GroupBy Operations - Part Two - MultiIndex.mp4 111.0 MB
5. Pandas/25. Pandas Input and Output - SQL Databases.mp4 108.2 MB
5. Pandas/21. Pandas - Time Methods for Date and Time Data.mp4 106.9 MB
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