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【影视】 Deep Learning Image Classification with Tensorflow in 2023

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[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/18 - Deploying the Image classification model/84 - Building API with Fastapi.mp4 707.7 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/8 - Data Augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 647.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/11 - MLOps with Weights and Biases/52 - Experiment Tracking.mp4 492.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/8 - Data Augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 444.6 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/17 - Transformers in Vision/72 - Understanding VITs.mp4 442.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/2 - Tensors and variables/4 - Initialization and Casting.mp4 426.3 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/17 - Transformers in Vision/73 - Building VITs from scratch.mp4 418.0 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/12 - Human Emotions Detection/57 - Modeling and Training.mp4 390.0 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/2 - Tensors and variables/7 - Linear Algebra Operations.mp4 389.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/13 - Modern Convolutional Neural Networks/62 - resnet.mp4 368.9 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/4 - Building convnets with tensorflow/25 - How and Why Convolutional Neural Networks Work.mp4 365.6 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/8 - Data Augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4 360.9 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4 345.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/2 - Tensors and variables/8 - Common Methods.mp4 313.6 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/12 - Human Emotions Detection/59 - Tensorflow records.mp4 307.9 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/10 - Tensorboard integration with TensorFlow 2/48 - Log data.mp4 301.2 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/3 - PREREQUISCITE Building neural networks with Tensorflow/14 - Data Preparation.mp4 289.8 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/18 - Deploying the Image classification model/79 - Understanding quantization.mp4 281.2 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/9 - Advanced Tensorflow/47 - Custom Training Loops in TensorFlow 2.mp4 246.3 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/15 - Understanding the blackbox/69 - gradcam method.mp4 237.8 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Binary Classification and Explainability for Data Science!

收录时间:2023-09-02 文档个数:20 文档大小:602.2 MB 最近下载:2024-10-08 人气:3232 磁力链接

~Get Your Files Here !/11. Model Explainability/1. SHAP Values and Explainability.mp4 87.3 MB
~Get Your Files Here !/5. Data Exploration/1. Exploratory Data Analysis.mp4 80.4 MB
~Get Your Files Here !/8. Data Transformation/1. Data Transformation.mp4 78.7 MB
~Get Your Files Here !/4. Data Collection/1. Data Collection.mp4 72.1 MB
~Get Your Files Here !/6. Feature Engineering/1. Feature Engineering.mp4 68.5 MB
~Get Your Files Here !/1. Introduction/1. Introduction to Me.mp4 61.1 MB
~Get Your Files Here !/10. Model Evaluation/1. Model Evaluation.mp4 44.4 MB
~Get Your Files Here !/3. Problem Statement/1. Problem Statement and Jupyter Notebook Launch.mp4 31.9 MB
~Get Your Files Here !/9. Binary Classification Model Training/1. Model Training.mp4 27.6 MB
~Get Your Files Here !/2. What We'll Be Covering/1. What will you learn.mp4 24.7 MB
~Get Your Files Here !/7. Binary Classification Model Selection/1. Model Selection.mp4 23.3 MB
~Get Your Files Here !/3. Problem Statement/1.2 aug_train.csv 2.0 MB
~Get Your Files Here !/3. Problem Statement/1.1 aug_test.csv 210.5 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/10. Model Evaluation/2. Model Evaluation.html 164 Bytes
~Get Your Files Here !/11. Model Explainability/2. What is a SHAP Value.html 164 Bytes
~Get Your Files Here !/4. Data Collection/2. How do you know your training data is reliable.html 164 Bytes
~Get Your Files Here !/6. Feature Engineering/2. Different types of Feature Engineering.html 164 Bytes
~Get Your Files Here !/3. Problem Statement/1.3 Kaggle Link.html 144 Bytes

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【影视】 All about Valves Classification & Types

收录时间:2023-06-07 文档个数:7 文档大小:475.3 MB 最近下载:2024-10-08 人气:2462 磁力链接

1 - All about valves in piping industry/2 - Valve types Isolation valves.mp4 230.9 MB
1 - All about valves in piping industry/5 - Valve operational requirements Piping layout requirements.mp4 107.3 MB
1 - All about valves in piping industry/4 - Valve types Nonreturn and special type valves.mp4 54.8 MB
1 - All about valves in piping industry/3 - Valve types Regulation valves.mp4 53.7 MB
1 - All about valves in piping industry/1 - Introduction.mp4 28.6 MB
SlN7eYCtZ1CMlG3IVTy6iSXUzjzbAvlo.jpg 46.1 kB
th_D4CjLDqSwx1PZGk01My4J3v9Sv6vKkCZ.jpg 25.4 kB

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【影视】 [ CourseBoat.com ] Udemy - Understanding Worker Classification Crash Course

收录时间:2023-05-08 文档个数:54 文档大小:861.5 MB 最近下载:2024-10-05 人气:669 磁力链接

~Get Your Files Here !/4 - Next Steps for your Business/18 - Contractor Agreements.mp4 120.6 MB
~Get Your Files Here !/1 - Worker Classification Basics/2 - What is Worker Classification.mp4 115.9 MB
~Get Your Files Here !/1 - Worker Classification Basics/1 - Introduction.mp4 85.2 MB
~Get Your Files Here !/3 - Bonus Lectures IRS and Department of Labor Independent Contractor Tests/15 - Department of Labor Economic Realities Test.mp4 77.1 MB
~Get Your Files Here !/5 - New Developments/19 - Update from the Missouri Supreme Court.mp4 68.1 MB
~Get Your Files Here !/2 - The 20 Factor Test/6 - Analysis of Factors 6 10.mp4 61.0 MB
~Get Your Files Here !/1 - Worker Classification Basics/3 - How is Worker Classification Determined.mp4 58.0 MB
~Get Your Files Here !/2 - The 20 Factor Test/10 - Analysis of Factors 16 20.mp4 51.9 MB
~Get Your Files Here !/2 - The 20 Factor Test/8 - Analysis of Factors 11 15.mp4 41.7 MB
~Get Your Files Here !/6 - Course Wrap Up/20 - Course Wrap Up.mp4 40.4 MB
~Get Your Files Here !/2 - The 20 Factor Test/12 - Summary and Other Important Considerations.mp4 39.7 MB
~Get Your Files Here !/4 - Next Steps for your Business/16 - Whats Next for your Business.mp4 36.6 MB
~Get Your Files Here !/2 - The 20 Factor Test/4 - Analysis of Factors 1 5.mp4 23.7 MB
~Get Your Files Here !/3 - Bonus Lectures IRS and Department of Labor Independent Contractor Tests/14 - Department of Labor Guidance on Worker Classification.mp4 21.8 MB
~Get Your Files Here !/4 - Next Steps for your Business/17 - Lecture-14.mp3 5.4 MB
~Get Your Files Here !/3 - Bonus Lectures IRS and Department of Labor Independent Contractor Tests/13 - BONUS-Lecture-IRS-Test.mp3 5.1 MB
~Get Your Files Here !/2 - The 20 Factor Test/9 - Lecture-9-Recap-Factors-11-15.mp3 1.6 MB
~Get Your Files Here !/2 - The 20 Factor Test/7 - Lecture-7-Recap-Factors-6-10.mp3 1.3 MB
~Get Your Files Here !/2 - The 20 Factor Test/5 - Lecture-5-Recap-Factors-1-5.mp3 1.3 MB
~Get Your Files Here !/2 - The 20 Factor Test/11 - Lecture-11-Recap-Factors-16-20.mp3 1.2 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Support Vector Machines for Classification - Machine Learning

收录时间:2023-03-27 文档个数:35 文档大小:859.6 MB 最近下载:2024-10-03 人气:5827 磁力链接

~Get Your Files Here !/2. Support Vector Machines - Data Science Project/5. Support Vector Machine - Linear Kernel.mp4 184.9 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/3. Transformation to Data Matrix.mp4 155.9 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/6. Support Vector Machines - Polynomial Kernels.mp4 143.5 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/4. Dimensionality Reduction.mp4 127.3 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/2. Partition of the Dataset.mp4 97.3 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/7. Support Vector Machine - Radial Basis Function (RBF) Kernel.mp4 80.2 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1. Introduction to the Dataset.mp4 43.9 MB
~Get Your Files Here !/1. Code Environment Setup/1. Google Colab for Programming in Python.mp4 10.2 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1.4 text.original 7.6 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/7.2 SVM_with_RBF_Kernel.ipynb 897.4 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/6.2 SVM_with_Polynomial_Kernels.ipynb 804.6 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/3.1 Transformation to Data Matrix.pdf 796.0 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/7.1 Support Vector Machine - RBF Kernel.pdf 761.0 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/6.1 Support Vector Machine - Polynomial Kernels.pdf 760.2 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/5.1 Support Vector Machine - Linear Kernel.pdf 759.9 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/5.2 SVM_with_Linear_Kernel.ipynb 698.8 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/4.1 Dimensionality Reduction.pdf 624.1 kB
~Get Your Files Here !/1. Code Environment Setup/1.1 Google Colab for Programming in Python.pdf 591.6 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/4.2 Dimensionality_Reduction.ipynb 582.3 kB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/2.1 Partition of the Dataset.pdf 555.9 kB

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【影视】 Deep Learning Image Classification with Tensorflow in 2023

收录时间:2023-03-01 文档个数:173 文档大小:16.1 GB 最近下载:2024-10-08 人气:11051 磁力链接

[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/18 - Deploying the Image classification model/84 - Building API with Fastapi.mp4 707.7 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/8 - Data Augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 647.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/11 - MLOps with Weights and Biases/52 - Experiment Tracking.mp4 492.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/8 - Data Augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 444.6 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/17 - Transformers in Vision/72 - Understanding VITs.mp4 442.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/2 - Tensors and variables/4 - Initialization and Casting.mp4 426.3 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/17 - Transformers in Vision/73 - Building VITs from scratch.mp4 418.0 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/12 - Human Emotions Detection/57 - Modeling and Training.mp4 390.0 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/2 - Tensors and variables/7 - Linear Algebra Operations.mp4 389.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/13 - Modern Convolutional Neural Networks/62 - resnet.mp4 368.9 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/4 - Building convnets with tensorflow/25 - How and Why Convolutional Neural Networks Work.mp4 365.6 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/8 - Data Augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4 360.9 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4 345.5 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/2 - Tensors and variables/8 - Common Methods.mp4 313.6 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/12 - Human Emotions Detection/59 - Tensorflow records.mp4 307.9 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/10 - Tensorboard integration with TensorFlow 2/48 - Log data.mp4 301.2 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/3 - PREREQUISCITE Building neural networks with Tensorflow/14 - Data Preparation.mp4 289.8 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/18 - Deploying the Image classification model/79 - Understanding quantization.mp4 281.2 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/9 - Advanced Tensorflow/47 - Custom Training Loops in TensorFlow 2.mp4 246.3 MB
[TutsNode.net] - Deep Learning Image Classification with Tensorflow in 2023/15 - Understanding the blackbox/69 - gradcam method.mp4 237.8 MB

猜你喜欢： Classification Image Deep Learning 2023 Tensorflow

【影视】 [GigaCourse.Com] Udemy - Machine Learning Classification Bootcamp in Python

收录时间:2022-11-15 文档个数:174 文档大小:6.1 GB 最近下载:2024-10-07 人气:3247 磁力链接

4. Logistic Regression/6. Logistic Regression - Project #1 - Part #3.mp4 168.6 MB
7. Decision Trees and Random Forest/13. Decision Trees & Random Forest - Project #2 - Part #1.mp4 164.0 MB
5. Support Vector Machines/9. Support Vector Machines - Project #1 - Part #7.mp4 155.1 MB
2. What is Machine Learning The Big Picture/2. What is Machine Learning The Big Picture Part #2.mp4 144.2 MB
8. Naive Bayes Classifiers/2. Naive Bayes Intuition.mp4 143.1 MB
1. Introduction/2.1 ML Classification Package.zip 138.2 MB
8. Naive Bayes Classifiers/3. Naive Bayes - Mathematics.mp4 134.0 MB
5. Support Vector Machines/4. Support Vector Machines - Project #1 - Part #2.mp4 129.1 MB
3. Installation & Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/3. How to run a Jupyter Notebook.mp4 128.8 MB
6. K-Nearest Neighbors/8. KNN - Project #2 - Part #1.mp4 126.7 MB
5. Support Vector Machines/5. Support Vector Machines - Project #1 - Part #3.mp4 125.6 MB
8. Naive Bayes Classifiers/6. Project #1 - Part #3.mp4 124.8 MB
7. Decision Trees and Random Forest/2. Decision Trees - Intuition.mp4 123.6 MB
8. Naive Bayes Classifiers/11. Project #2 - Part #1.mp4 116.5 MB
7. Decision Trees and Random Forest/16. Decision Trees & Random Forest - Project #2 - Part #4.mp4 114.7 MB
6. K-Nearest Neighbors/2. K-Nearest Neighbors - Intuition.mp4 112.4 MB
4. Logistic Regression/7. Logistic Regression - Project #1 - Part #4.mp4 102.8 MB
2. What is Machine Learning The Big Picture/1. What is Machine Learning The Big Picture Part #1.mp4 100.2 MB
1. Introduction/5. Course Overview.mp4 99.5 MB
5. Support Vector Machines/2. Support Vector Machines - Intuition.mp4 99.2 MB

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【影视】 [FreeCourseSite.com] Udemy - Machine Learning Classification Bootcamp in Python

收录时间:2022-11-12 文档个数:165 文档大小:6.1 GB 最近下载:2024-10-07 人气:1713 磁力链接

4. Logistic Regression/6. Logistic Regression - Project #1 - Part #3.mp4 168.6 MB
7. Decision Trees and Random Forest/13. Decision Trees & Random Forest - Project #2 - Part #1.mp4 164.0 MB
5. Support Vector Machines/9. Support Vector Machines - Project #1 - Part #7.mp4 155.1 MB
2. What is Machine Learning The Big Picture/2. What is Machine Learning The Big Picture Part #2.mp4 144.2 MB
8. Naive Bayes Classifiers/2. Naive Bayes Intuition.mp4 143.1 MB
1. Introduction/2.1 ML Classification Package.zip 138.2 MB
8. Naive Bayes Classifiers/3. Naive Bayes - Mathematics.mp4 134.0 MB
5. Support Vector Machines/4. Support Vector Machines - Project #1 - Part #2.mp4 129.1 MB
3. Installation & Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/3. How to run a Jupyter Notebook.mp4 128.8 MB
6. K-Nearest Neighbors/8. KNN - Project #2 - Part #1.mp4 126.7 MB
5. Support Vector Machines/5. Support Vector Machines - Project #1 - Part #3.mp4 125.6 MB
8. Naive Bayes Classifiers/6. Project #1 - Part #3.mp4 124.8 MB
7. Decision Trees and Random Forest/2. Decision Trees - Intuition.mp4 123.6 MB
8. Naive Bayes Classifiers/11. Project #2 - Part #1.mp4 116.5 MB
7. Decision Trees and Random Forest/16. Decision Trees & Random Forest - Project #2 - Part #4.mp4 114.7 MB
6. K-Nearest Neighbors/2. K-Nearest Neighbors - Intuition.mp4 112.4 MB
4. Logistic Regression/7. Logistic Regression - Project #1 - Part #4.mp4 102.8 MB
2. What is Machine Learning The Big Picture/1. What is Machine Learning The Big Picture Part #1.mp4 100.2 MB
1. Introduction/5. Course Overview.mp4 99.5 MB
5. Support Vector Machines/2. Support Vector Machines - Intuition.mp4 99.2 MB

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【影视】 [ FreeCourseWeb.com ] Linkedin - Transformers - Text Classification for NLP Using BERT

收录时间:2022-06-30 文档个数:48 文档大小:149.4 MB 最近下载:2024-10-08 人气:5959 磁力链接

~Get Your Files Here !/05 - 4. Text Classification/05 - Tiny IMDb.mp4 16.5 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/01 - How transformers are used in NLP.mp4 16.1 MB
~Get Your Files Here !/05 - 4. Text Classification/02 - The Datasets library.mp4 12.8 MB
~Get Your Files Here !/03 - 2. BERT and Transfer Learning/01 - Bias in BERT.mp4 10.0 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/05 - Solution BERT model sizes.mp4 9.7 MB
~Get Your Files Here !/03 - 2. BERT and Transfer Learning/03 - Transfer learning.mp4 8.7 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/04 - Tokenizers.mp4 8.4 MB
~Get Your Files Here !/06 - Conclusion/01 - Additional training runs.mp4 7.9 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/04 - Challenge BERT model sizes.mp4 7.7 MB
~Get Your Files Here !/05 - 4. Text Classification/03 - Overview of IMDb dataset.mp4 6.3 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/03 - Positional encodings and segment embeddings.mp4 6.0 MB
~Get Your Files Here !/05 - 4. Text Classification/06 - A training run.mp4 5.5 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/03 - Transformers history.mp4 5.0 MB
~Get Your Files Here !/05 - 4. Text Classification/04 - Using a tokenizer.mp4 4.0 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/01 - Transformer Architecture overview.mp4 3.5 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/05 - Self-attention.mp4 3.5 MB
~Get Your Files Here !/05 - 4. Text Classification/01 - BERT and text classification.mp4 3.4 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/02 - BERT model and tokenization.mp4 3.4 MB
~Get Your Files Here !/03 - 2. BERT and Transfer Learning/02 - How was BERT trained.mp4 3.2 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/02 - Transformers in production.mp4 3.1 MB

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【影视】 Developing Classification and Regression Systems, Part 3

收录时间:2022-02-08 文档个数:71 文档大小:9.0 GB 最近下载:2024-10-08 人气:5731 磁力链接

[TutsNode.com] - Developing Classification and Regression Systems, Part 3/11 - 2.3 Discriminant Analysis I.mp4 538.0 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/31 - 5.2 Tuning Hyperparameters.mp4 535.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/4 - 1.2 Decision Trees I.mp4 524.4 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/27 - 4.5 Interactions.mp4 522.9 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/12 - 2.4 Discriminant Analysis II.mp4 510.4 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/16 - 3.1 Penalized Regression I.mp4 499.5 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/5 - 1.3 Decision Trees II.mp4 469.3 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/28 - 4.6 Target Manipulations.mp4 446.8 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/3 - 1.1 Revisiting Classification.mp4 419.2 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/7 - 1.5 Support Vector Classifiers II.mp4 417.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/10 - 2.2 Logistic Regression II.mp4 389.5 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/32 - 5.3 Nested Cross-validation.mp4 359.1 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/24 - 4.2 Feature Scaling.mp4 315.5 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/26 - 4.4 Categorical Coding.mp4 292.2 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/9 - 2.1 Logistic Regression I.mp4 269.8 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/6 - 1.4 Support Vector Classifiers I.mp4 251.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/25 - 4.3 Discretization.mp4 242.9 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/19 - 3.4 Regression Trees.mp4 230.4 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/18 - 3.3 Piecewise Constant Regression.mp4 222.5 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/30 - 5.1 Models, Parameters, and Hyperparameters.mp4 200.6 MB

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【影视】 Programming Foundations of Classification and Regression LiveLessons, Part 1

收录时间:2022-01-26 文档个数:75 文档大小:7.9 GB 最近下载:2024-10-08 人气:7204 磁力链接

[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/10 - 2.3 Linear Combinations.mp4 487.0 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/30 - 5.4 Linear Regression, Part 1.mp4 473.8 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/25 - 4.4 Scripts.mp4 422.0 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/12 - 2.5 Geometry, Part 2.mp4 398.2 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/33 - 6.1 Optimization, Part 1.mp4 391.8 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/19 - 3.4 Train Test Splitting and Fitting k-NN.mp4 381.6 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/20 - 3.5 Naive Bayes.mp4 366.4 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/11 - 2.4 Geometry, Part 1.mp4 306.1 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/27 - 5.1 Setup and the Diabetes Dataset.mp4 306.0 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/04 - 1.2 Three Things You Can do with NumPy and matplotlib.mp4 296.9 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/05 - 1.3 Three Things You Can Do with Pandas.mp4 276.7 MB
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[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/06 - 1.4 Three Things You Can Do with scikit-learn and Friends.mp4 254.4 MB
[TutsNode.com] - Programming Foundations of Classification and Regression LiveLessons, Part 1/36 - 6.4 Resource Evaluation.mp4 247.3 MB
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~Get Your Files Here !/03 Hazardous Area Protection Methods/006 Intrinsic Safety Exia, Exib.mp4 184.7 MB
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~Get Your Files Here !/01 Introduction/001 Introduction.mp4 117.0 MB
~Get Your Files Here !/02 Hazardous Area Classification Study/004 Area Classification.mp4 102.0 MB
~Get Your Files Here !/02 Hazardous Area Classification Study/008 Point of Source Approach.mp4 99.0 MB
~Get Your Files Here !/03 Hazardous Area Protection Methods/007 Pressurization.mp4 79.8 MB
~Get Your Files Here !/03 Hazardous Area Protection Methods/004 Ingress Protection.mp4 74.2 MB
~Get Your Files Here !/02 Hazardous Area Classification Study/009 Hazard Prevention Techniques.mp4 73.6 MB
~Get Your Files Here !/02 Hazardous Area Classification Study/001 Stages of HAC Study.mp4 67.6 MB
~Get Your Files Here !/03 Hazardous Area Protection Methods/003 Gas Grouping.mp4 64.7 MB
~Get Your Files Here !/03 Hazardous Area Protection Methods/010 Non Sparking Apparatus (Ex n).mp4 48.1 MB
~Get Your Files Here !/03 Hazardous Area Protection Methods/009 Oil Immersion.mp4 46.0 MB
~Get Your Files Here !/02 Hazardous Area Classification Study/006 Direct Example Approach-Part1.mp4 40.5 MB
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~Get Your Files Here !/01 Introduction/002 Hazard and Hazardous Area.mp4 39.5 MB
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~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.mp4 74.9 MB
~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.mp4 45.5 MB
~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.mp4 45.2 MB
~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.mp4 44.2 MB
~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.mp4 39.9 MB
~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4 31.2 MB
~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.mp4 26.0 MB
~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.mp4 23.7 MB
~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.mp4 23.0 MB
~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.mp4 21.2 MB
~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.mp4 20.6 MB
~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.mp4 20.5 MB
~Get Your Files Here !/03 Classification Models/003 KNN Examples.mp4 19.2 MB
~Get Your Files Here !/02 Intro to Classification/004 Classification 101.mp4 18.1 MB
~Get Your Files Here !/02 Intro to Classification/008 Overfitting.mp4 17.5 MB
~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.mp4 17.4 MB
~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.mp4 16.2 MB
~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.mp4 16.1 MB
~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.mp4 15.9 MB
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~Get Your Files Here !/03 Model Evaluation/001 Evaluation Metrics and Imbalance.mp4 40.8 MB
~Get Your Files Here !/06 Projects/004 Model Test and Baseline Result.mp4 37.0 MB
~Get Your Files Here !/01 Introduction/005 Causes of Class Imbalance.mp4 30.9 MB
~Get Your Files Here !/05 Cost-Sensitive Learning/002 Not All Classification Errors Are Equal.mp4 27.0 MB
~Get Your Files Here !/03 Model Evaluation/006 Accuracy Fails for Imbalanced Classification.mp4 26.1 MB
~Get Your Files Here !/04 Data Sampling/006 Demo_ Random Oversampling Imbalanced Datasets.mp4 23.5 MB
~Get Your Files Here !/06 Projects/001 Project_ Breast Cancer Dataset.mp4 23.0 MB
~Get Your Files Here !/03 Model Evaluation/004 Probabilistic Metrics for Imbalanced Classification.mp4 22.4 MB
~Get Your Files Here !/03 Model Evaluation/008 Demo_ Accuracy for Imbalanced Classification.mp4 22.4 MB
~Get Your Files Here !/05 Cost-Sensitive Learning/013 Decision Trees for Imbalanced Classification.mp4 21.6 MB
~Get Your Files Here !/05 Cost-Sensitive Learning/004 Cost-Sensitive Imbalanced Classification.mp4 21.1 MB
~Get Your Files Here !/06 Projects/002 Haberman Breast Cancer Survival Dataset.mp4 21.0 MB
~Get Your Files Here !/03 Model Evaluation/007 Accuracy Paradox.mp4 19.7 MB
~Get Your Files Here !/02 Understanding Class Imbalance/004 Why Imbalanced Classification Is Hard.mp4 19.5 MB
~Get Your Files Here !/04 Data Sampling/007 Demo_ Random Undersampling Imbalanced Datasets.mp4 19.3 MB
~Get Your Files Here !/03 Model Evaluation/028 Failure of k-Fold Cross-Validation.mp4 18.4 MB
~Get Your Files Here !/03 Model Evaluation/010 Precision for Multi-Class Classification.mp4 17.2 MB
~Get Your Files Here !/04 Data Sampling/015 Near Miss Undersampling (NearMiss-1).mp4 16.7 MB
~Get Your Files Here !/01 Introduction/001 Introduction.mp4 16.6 MB
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【影视】 [ FreeCourseWeb.com ] Real-World Machine Learning Project - DNA Classification Project With Python

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~Get Your Files Here !/07-generating_a_dna_sequence.mkv 223.2 MB
~Get Your Files Here !/10-scoring_method_and_results.mkv 113.9 MB
~Get Your Files Here !/08-analysing_dna_sequence.mkv 107.4 MB
~Get Your Files Here !/05-importing_library_and_data.mkv 85.5 MB
~Get Your Files Here !/09-splitting_the_dataset_into_training_test_and_test_set.mkv 52.5 MB
~Get Your Files Here !/06-data_preprocessing.mkv 30.6 MB
~Get Your Files Here !/04-introduction_to_the_project.mkv 27.0 MB
~Get Your Files Here !/12-thank_you.mkv 20.4 MB
~Get Your Files Here !/01-class_structure.mkv 14.6 MB
~Get Your Files Here !/Sample/skillshare.real-world.machine.learning.project.dna.classification.project.with.python-skilledhares-sample.mkv 10.3 MB
~Get Your Files Here !/11-summary.mkv 7.9 MB
~Get Your Files Here !/02-what_is_the_prerequisite_of_this_class.mkv 7.5 MB
~Get Your Files Here !/03-important_note_about_tools_in_this_class.mkv 6.3 MB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 183 Bytes

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【影视】 Evaluating Classification and Regression Systems, Part 2

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[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/2.3 Metrics from the Binary Confusion Matrix-1_46mxjpcf.mp4 594.4 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/4.3 Understanding the Default Regression Metric R^2-1_ur2v7gpn.mp4 482.7 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/1.2 Overfitting_Underfitting II -‚ÄØVarying Model Complexity-1_4jc84dfq.mp4 476.6 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/3.1 Multi-class Metric Averages-1_yuamn4h2.mp4 421.8 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/2.4 Understanding the ROC Curve and AUC-1_p7isvg1c.mp4 421.2 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/4.6 Case Study - A Regressor Comparison-1_ptued3au.mp4 411.3 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/1.8 Getting Graphical -‚ÄØLearning and Complexity Curves-1_064j1pbp.mp4 381.5 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/4.4 Errors and Residual Plots-1_6oyh6r9k.mp4 365.6 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/4.5 A Quick Pipeline and Standardization-1_owjtdyq9.mp4 330.6 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/3.5 Case Study - A Classifier Comparison-1_zp5u03mz.mp4 311.6 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/2.1 Baseline Classifiers and Classification Metrics-1_6zplg1w6.mp4 274.9 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/2.2 The Confusion Matrix-1_kosvwu6a.mp4 269.5 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/2.5 Comparing Classifiers with ROC and PR Curves-1_pf3lihbt.mp4 261.1 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/4.2 Regression Metrics - Custom Metrics and RMSE-1_y1esj7mf.mp4 248.5 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/1.7 Repeated Train-Test Splits-1_vcl9pphi.mp4 230.3 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/1.1 Overfitting_Underfitting I -‚ÄØSynthetic Data-1_yphjgmjr.mp4 215.6 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/3.2 Multi-class AUC - One-versus-Rest-1_ennowo9v.mp4 208.6 MB
[TutsNode.com] - Evaluating Classification and Regression Systems, Part 2/4.1 Baseline Regressors-1_d7296qus.mp4 203.4 MB
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4. Logistic Regression/6. Logistic Regression - Project #1 - Part #3.mp4 168.6 MB
7. Decision Trees and Random Forest/13. Decision Trees & Random Forest - Project #2 - Part #1.mp4 164.0 MB
5. Support Vector Machines/9. Support Vector Machines - Project #1 - Part #7.mp4 155.1 MB
2. What is Machine Learning The Big Picture/2. What is Machine Learning The Big Picture Part #2.mp4 144.2 MB
8. Naive Bayes Classifiers/2. Naive Bayes Intuition.mp4 143.1 MB
1. Introduction/2.1 ML Classification Package.zip 138.2 MB
8. Naive Bayes Classifiers/3. Naive Bayes - Mathematics.mp4 134.0 MB
5. Support Vector Machines/4. Support Vector Machines - Project #1 - Part #2.mp4 129.1 MB
3. Installation & Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/3. How to run a Jupyter Notebook.mp4 128.8 MB
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5. Support Vector Machines/5. Support Vector Machines - Project #1 - Part #3.mp4 125.6 MB
8. Naive Bayes Classifiers/6. Project #1 - Part #3.mp4 124.8 MB
7. Decision Trees and Random Forest/2. Decision Trees - Intuition.mp4 123.6 MB
8. Naive Bayes Classifiers/11. Project #2 - Part #1.mp4 116.5 MB
7. Decision Trees and Random Forest/16. Decision Trees & Random Forest - Project #2 - Part #4.mp4 114.7 MB
6. K-Nearest Neighbors/2. K-Nearest Neighbors - Intuition.mp4 112.4 MB
4. Logistic Regression/7. Logistic Regression - Project #1 - Part #4.mp4 102.8 MB
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4. Logistic Regression/6. Logistic Regression - Project #1 - Part #3.mp4 168.6 MB
7. Decision Trees and Random Forest/13. Decision Trees & Random Forest - Project #2 - Part #1.mp4 164.0 MB
5. Support Vector Machines/9. Support Vector Machines - Project #1 - Part #7.mp4 155.1 MB
2. What is Machine Learning The Big Picture/2. What is Machine Learning The Big Picture Part #2.mp4 144.2 MB
8. Naive Bayes Classifiers/2. Naive Bayes Intuition.mp4 143.1 MB
1. Introduction/2.1 ML Classification Package.zip 138.2 MB
8. Naive Bayes Classifiers/3. Naive Bayes - Mathematics.mp4 134.0 MB
5. Support Vector Machines/4. Support Vector Machines - Project #1 - Part #2.mp4 129.1 MB
3. Installation & Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/3. How to run a Jupyter Notebook.mp4 128.8 MB
6. K-Nearest Neighbors/8. KNN - Project #2 - Part #1.mp4 126.7 MB
5. Support Vector Machines/5. Support Vector Machines - Project #1 - Part #3.mp4 125.6 MB
8. Naive Bayes Classifiers/6. Project #1 - Part #3.mp4 124.8 MB
7. Decision Trees and Random Forest/2. Decision Trees - Intuition.mp4 123.6 MB
8. Naive Bayes Classifiers/11. Project #2 - Part #1.mp4 116.5 MB
7. Decision Trees and Random Forest/16. Decision Trees & Random Forest - Project #2 - Part #4.mp4 114.7 MB
6. K-Nearest Neighbors/2. K-Nearest Neighbors - Intuition.mp4 112.4 MB
4. Logistic Regression/7. Logistic Regression - Project #1 - Part #4.mp4 102.8 MB
2. What is Machine Learning The Big Picture/1. What is Machine Learning The Big Picture Part #1.mp4 100.2 MB
1. Introduction/5. Course Overview.mp4 99.5 MB
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【影视】 proteins classification.mkv

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proteins classification.mkv 666.4 MB

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4.3. Algorithms on Parade/18.Logistic regression.mp4 25.8 MB
4.3. Algorithms on Parade/24.Bayesian networks.mp4 18.6 MB
5.4. Common Modeling Challenges/30.Data reduction.mp4 16.1 MB
4.3. Algorithms on Parade/23.Neural nets.mp4 15.6 MB
4.3. Algorithms on Parade/22.Linear SVM.mp4 14.0 MB
4.3. Algorithms on Parade/15.Discriminant with three categories.mp4 12.7 MB
5.4. Common Modeling Challenges/29.Bias-variance trade-off and overfitting.mp4 11.7 MB
4.3. Algorithms on Parade/25.Ensembles.mp4 9.9 MB
4.3. Algorithms on Parade/20.Decision Trees.mp4 9.7 MB
2.1. The Big Picture - Defining Your Classification Strategy/05.Binary vs. multinomial.mp4 9.4 MB
4.3. Algorithms on Parade/21.KNN.mp4 9.3 MB
4.3. Algorithms on Parade/16.Discriminant with two categories.mp4 9.2 MB
2.1. The Big Picture - Defining Your Classification Strategy/07.One task, many algorithms.mp4 8.9 MB
5.4. Common Modeling Challenges/27.Interactions.mp4 8.6 MB
2.1. The Big Picture - Defining Your Classification Strategy/08.Statistics vs. machine learning.mp4 7.0 MB
5.4. Common Modeling Challenges/28.Missing data.mp4 7.0 MB
2.1. The Big Picture - Defining Your Classification Strategy/06.So-called “black box” techniques.mp4 7.0 MB
3.2. How Do I Choose a 'Winner'/13.Confusion matrix.mp4 6.4 MB
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