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【影视】 GetFreeCourses.Co-Udemy-Deep Learning Recurrent Neural Networks with Python

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07 Sentiment Classification using RNN/006 RNN Setup 2.mp4 178.0 MB
09 TensorFlow/002 TensorFlow Text Classification Example using RNN.mp4 136.7 MB
11 Project II_ Stock Price Prediction/004 RNN Model Training and Evaluation.mp4 119.6 MB
02 Applications of RNN (Motivation)/006 When to Model RNN.mp4 101.2 MB
06 RNN implementation/011 Language Modeling Next Word Prediction Python 6.mp4 94.6 MB
03 DNN Overview/020 Rprop Momentum.mp4 89.2 MB
03 DNN Overview/022 DropOut EarlyStopping Hyperparameters.mp4 81.7 MB
04 RNN Architecture/004 Weight Sharing.mp4 81.3 MB
11 Project II_ Stock Price Prediction/003 Data Prepration.mp4 81.2 MB
10 Project I_ Book Writer/003 Modling RNN Architecture.mp4 78.9 MB
10 Project I_ Book Writer/002 Data Mapping.mp4 76.9 MB
07 Sentiment Classification using RNN/001 Vocabulary Implementation.mp4 76.4 MB
10 Project I_ Book Writer/006 Modling RNN Model Text Generation.mp4 76.1 MB
05 Gradient Decsent in RNN/008 BackPropagation Through Time.mp4 74.6 MB
03 DNN Overview/002 Neuron and Perceptron.mp4 74.4 MB
12 Further Readings and Resourses/001 Further Readings and Resourses 1.mp4 73.7 MB
11 Project II_ Stock Price Prediction/002 Data Set.mp4 66.9 MB
03 DNN Overview/017 Weigth Initialization.mp4 66.6 MB
02 Applications of RNN (Motivation)/005 Stock Price Predictions.mp4 66.2 MB
04 RNN Architecture/003 Infinite Memory Architecture.mp4 62.7 MB

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[Over.J, Choi Tae-young] Learning the Hard Way Ch. 1-20 of 57 [English] [Manhwa PDF] Ongoing.zip 156.5 MB

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【影视】 [CourseClub.Me]Coursera – Deep Learning Specialization

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Coursera – Neural Networks and Deep Learning/neural-networks-deep-learning - 06 - Geoffrey Hinton Interview.mp4 201.1 MB
Coursera – Convolutional Neural Networks/convolutional-neural-networks - 12 - Yann LeCun Interview.mp4 175.0 MB
Coursera – Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/deep-neural-network - 15 - Yoshua Bengio Interview.mp4 119.7 MB
Coursera – Structuring Machine Learning Projects/machine-learning-projects - 24 - Ruslan Salakhutdinov Interview.mp4 108.6 MB
Coursera – Structuring Machine Learning Projects/machine-learning-projects - 13 - Andrej Karpathy Interview.mp4 88.1 MB
Coursera – Neural Networks and Deep Learning/neural-networks-deep-learning - 25 - Pieter Abbeel Interview.mp4 83.9 MB
Coursera – Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/deep-neural-network - 26 - Yuanqing Lin Interview.mp4 67.4 MB
Coursera – Neural Networks and Deep Learning/neural-networks-deep-learning - 37 - Ian Goodfellow Interview.mp4 57.2 MB
Coursera – Structuring Machine Learning Projects/machine-learning-projects - 21 - Multi-task Learning.mp4 30.4 MB
Coursera - Sequence Models/nlp-sequence-models - 28 - Bleu Score (Optional).mp4 29.6 MB
Coursera – Structuring Machine Learning Projects/machine-learning-projects - 18 - Bias and Variance with Mismatched Data Distributions.mp4 29.4 MB
Coursera - Sequence Models/nlp-sequence-models - 09 - Gated Recurrent Unit (GRU).mp4 28.3 MB
Coursera – Convolutional Neural Networks/convolutional-neural-networks - 14 - Classic Networks.mp4 28.0 MB
Coursera – Structuring Machine Learning Projects/machine-learning-projects - 15 - Cleaning Up Incorrectly Labeled Data.mp4 27.9 MB
Coursera – Neural Networks and Deep Learning/neural-networks-deep-learning - 35 - Backpropagation Intuition (Optional).mp4 27.3 MB
Coursera – Convolutional Neural Networks/convolutional-neural-networks - 31 - Bounding Box Predictions.mp4 27.1 MB
Coursera – Convolutional Neural Networks/convolutional-neural-networks - 20 - MobileNet.mp4 26.7 MB
Coursera – Convolutional Neural Networks/convolutional-neural-networks - 44 - Triplet Loss.mp4 26.2 MB
Coursera – Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/deep-neural-network - 37 - TensorFlow.mp4 26.2 MB
Coursera – Convolutional Neural Networks/convolutional-neural-networks - 07 - One Layer of a Convolutional Network.mp4 24.9 MB

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【影视】 [ FreeCourseWeb.com ] Linkedin Learning - Decision-Making Strategies

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~Get Your Files Here !/[5] 4. Managing Ambiguity/[5] Managing unpredictable outcomes.mp4 20.6 MB
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~Get Your Files Here !/[4] 3. Stakeholder Management/[2] Using a RACI matrix.mp4 19.6 MB
~Get Your Files Here !/[3] 2. Decision-Making Styles/[1] Choosing a decision-making style.mp4 19.4 MB
~Get Your Files Here !/[1] Introduction/[1] Accelerate your decision-making.mp4 18.8 MB
~Get Your Files Here !/[6] 5. Making a Decision/[1] Choosing a type of decision.mp4 18.4 MB
~Get Your Files Here !/[2] 1.The Decision-Making Process/[2] Defining the decision.mp4 18.1 MB
~Get Your Files Here !/[4] 3. Stakeholder Management/[1] Involving stakeholders in decisions.mp4 17.3 MB
~Get Your Files Here !/[3] 2. Decision-Making Styles/[3] Participatory decisions.mp4 15.7 MB
~Get Your Files Here !/[6] 5. Making a Decision/[3] Questions to ask yourself before taking action.mp4 15.1 MB
~Get Your Files Here !/[7] Conclusion/[1] Implementing the decision-making cycle.mp4 15.0 MB
~Get Your Files Here !/[3] 2. Decision-Making Styles/[5] Consensus-based decisions.mp4 14.9 MB
~Get Your Files Here !/[5] 4. Managing Ambiguity/[3] Assessing distinct possible outcomes.mp4 11.9 MB
~Get Your Files Here !/[3] 2. Decision-Making Styles/[2] Autocratic decisions.mp4 11.6 MB
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【压缩文件】 [ FreeCourseWeb.com ] Udemy - Machine Learning Bootcamp 2020.zip

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【影视】 [UdemyCourseDownloader] Python for Data Science and Machine Learning Bootcamp

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26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4 164.3 MB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4 99.2 MB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4 98.7 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4 72.6 MB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 66.0 MB
25. Big Data and Spark with Python/9. PySpark Setup.mp4 63.3 MB
26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4 61.2 MB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 58.4 MB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 55.2 MB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 53.9 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 53.6 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 52.2 MB
24. Natural Language Processing/6. NLP Project Solutions.mp4 50.4 MB
20. Support Vector Machines/2. Support Vector Machines with Python.mp4 49.8 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 49.6 MB
21. K Means Clustering/4. K Means Project Solutions.mp4 49.4 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4 48.4 MB
18. K Nearest Neighbors/2. KNN with Python.mp4 48.2 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4 47.9 MB
15. Linear Regression/6. Linear Regression Project Solution.mp4 47.6 MB

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【影视】 [ FreeCourseWeb.com ] Udemy - Machine Learning with SciKit-Learn with Python

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~Get Your Files Here !/9. Cross Validation/13. Performance Analysis on the Test Set.mp4 125.2 MB
~Get Your Files Here !/6. Pandas/6. Remove Operations.mp4 123.1 MB
~Get Your Files Here !/9. Cross Validation/5. PCA Pipeline.mp4 122.9 MB
~Get Your Files Here !/9. Cross Validation/1. Cross Validation.mp4 117.4 MB
~Get Your Files Here !/5. Matlplotlib/3. Multiple Figures and Subplots.mp4 115.7 MB
~Get Your Files Here !/8. Learning and Predicting/4. Persisting Models.mp4 110.3 MB
~Get Your Files Here !/9. Cross Validation/3. K-Means Clustering Example.mp4 109.0 MB
~Get Your Files Here !/6. Pandas/7. Pandas Arithmetic Operations.mp4 108.2 MB
~Get Your Files Here !/6. Pandas/4. Data Structure in Pandas Continue.mp4 107.1 MB
~Get Your Files Here !/8. Learning and Predicting/5. K-NN Algorithm with Example.mp4 106.3 MB
~Get Your Files Here !/3. NumPy Array/6. Numpy Array Splicing.mp4 103.6 MB
~Get Your Files Here !/3. NumPy Array/4. NumPy Array Operations Continue.mp4 97.5 MB
~Get Your Files Here !/9. Cross Validation/15. Language Identifcation.mp4 97.4 MB
~Get Your Files Here !/9. Cross Validation/9. Text Data Example.mp4 94.2 MB
~Get Your Files Here !/3. NumPy Array/8. Stacking Together Different Arrays.mp4 89.7 MB
~Get Your Files Here !/5. Matlplotlib/2. Understanding Various Functions of Pyplot.mp4 89.6 MB
~Get Your Files Here !/9. Cross Validation/14. Parameter Tuning.mp4 89.3 MB
~Get Your Files Here !/6. Pandas/3. Data Structure in Pandas.mp4 88.0 MB
~Get Your Files Here !/6. Pandas/5. Pandas Column Select.mp4 83.4 MB
~Get Your Files Here !/3. NumPy Array/3. NumPy Array Operations.mp4 82.3 MB

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【压缩文件】 [ DevCourseWeb.com ] Skillshare - Learning - How to Improve your Learning Abilities.zip

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【影视】 [FreeCoursesOnline.Me] MANNING - Machine Learning for Mere Mortals

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U09M08 Regularization.mp4 285.7 MB
U09M03 Outliers.mp4 214.6 MB
U08M02 Chaining together models.mp4 153.7 MB
U09M05 What should we do with outliers_.mp4 124.9 MB
U09M07 Overfitting.mp4 109.3 MB
U06M04 How image recognition relates to a neural network.mp4 99.8 MB
U09M01 Improving performance in machine learning routines.mp4 94.2 MB
U06M03 One hot encoding.mp4 88.6 MB
U04M01 How clustering works.mp4 86.1 MB
U05M01 What are neural networks, and how do they work.mp4 72.0 MB
U06M02 How encoding non-numeric data works.mp4 68.0 MB
U07M08 Preparing data_ Features engineering.mp4 64.4 MB
U07M11 Geometry of the data space and the curse of dimensionality.mp4 61.5 MB
U09M02 Using parallelization.mp4 60.0 MB
U04M03 Introducing k-means.mp4 59.6 MB
U04M02 Clustering algorithms.mp4 59.6 MB
U06M01 Using Neural Networks.mp4 59.3 MB
U08M01 The difference between an algorithm and a model.mp4 52.7 MB
U01M07 Slope of a line.mp4 47.3 MB
U05M04 What hidden layers are, and how to use them with TensorFlow Playground.mp4 46.1 MB

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【影视】 [ TutSala.com ] Linkedin - Learning SAP Production Planning

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【影视】 [GigaCourse.Com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

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23 Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 218.8 MB
05 Pandas/028 Pandas Project Exercise Solutions.mp4 181.0 MB
13 Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 152.6 MB
08 Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 143.9 MB
17 Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
05 Pandas/026 Pandas Pivot Tables.mp4 135.0 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.2 MB
11 Feature Engineering and Data Preparation/003 Dealing with Outliers.mp4 126.5 MB
11 Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 123.3 MB
16 Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4 121.5 MB
23 Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.4 MB
07 Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.5 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/010 Text Classification Project Exercise Solutions.mp4 113.3 MB
22 K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.1 MB
08 Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.4 MB
06 Matplotlib/011 Matplotlib Exercise Questions - Solutions.mp4 111.0 MB
07 Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions.mp4 110.8 MB
11 Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns.mp4 110.4 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/005 DBSCAN - Hyperparameter Tuning Methods.mp4 110.2 MB

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - Deploy Machine Learning Models on GCP + AWS Lambda (Docker).zip

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【影视】 AWS Lambda and the Serverless Framework - Hands On Learning!

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[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/54. Step Functions Hands On.mp4 98.7 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/32. API Gateway Basics Hands On.mp4 95.9 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/3. AWS Lambda - First Hands On.mp4 95.8 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/48. Cognito User Pools Hands On.mp4 89.7 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/7. Lambda & Application Load Balancer Hands On.mp4 84.5 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/44. API Gateway CORS & Hands On.mp4 82.5 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/34. API Gateway Stages and Deployment Hands On.mp4 78.0 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/10. Lambda Asynchronous Invocations Hands On.mp4 67.0 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/20. Lambda in VPC.mp4 65.8 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/24. Lambda External Dependencies.mp4 64.2 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/16. Lambda Destinations Hands On.mp4 62.0 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/27. Lambda Versions and Aliases.mp4 60.8 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/6. Real World Example 1 - S3 Thumbnails/2. Implementation of Thumbnail Service - Part 1.mp4 60.6 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/14. Lambda Event Source Mapping Hands On (SQS).mp4 60.6 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/21. Lambda Function Performance.mp4 57.9 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/9. Course Content from AWS Certified Developer Course/25. Lambda and CloudFormation.mp4 56.7 MB
[TutsNode.com] - AWS Lambda and the Serverless Framework - Hands On Learning!/7. Real World Example 2 - REST API/2. Building the REST API.mp4 55.2 MB
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【影视】 [Tutorialsplanet.NET] Udemy - Deep Learning Convolutional Neural Networks in Python

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8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 195.5 MB
2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4 82.9 MB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4 54.2 MB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4 50.0 MB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4 41.3 MB
8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
8. Appendix/12. What order should I take your courses in (part 2).mp4 39.4 MB
2. Convolution/2. Beginner's Guide to Convolution.mp4 36.0 MB
8. Appendix/11. What order should I take your courses in (part 1).mp4 30.8 MB
8. Appendix/4. How to Code by Yourself (part 1).mp4 25.7 MB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4 22.7 MB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4 22.5 MB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4 20.5 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 19.8 MB
2. Convolution/7. Write Convolution Yourself.mp4 19.2 MB
8. Appendix/7. How to Succeed in this Course (Long Version).mp4 19.2 MB
8. Appendix/10. Is Theano Dead.mp4 18.7 MB
8. Appendix/5. How to Code by Yourself (part 2).mp4 15.5 MB

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18. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 323.8 MB
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18. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 201.4 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 143.0 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 141.5 MB
2. Review/6. Review Code (pt 2).mp4 133.0 MB
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11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow.mp4 101.8 MB
11. Project Facial Expression Recognition/5. Class-Based ANN in Theano.mp4 100.9 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4 98.1 MB
15. PyTorch/1. PyTorch Basics.mp4 87.9 MB
13. Batch Normalization/7. Batch Normalization Theano (part 2).mp4 80.0 MB
5. Choosing Hyperparameters/3. Grid Search in Code.mp4 71.8 MB
13. Batch Normalization/5. Batch Normalization Tensorflow (part 2).mp4 69.7 MB
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