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[FreeCourseSite.com] Udemy - Deep Learning with PyTorch for Medical Image Analysis

8. Pneumonia-Classification/7. Interpretability.mp4 128.1 MB
5. CNN - Convolutional Neural Networks/11. MNIST with CNN - Code Along - Part One.mp4 106.9 MB
1. Introduction/2. Installation and Environment Setup.mp4 103.9 MB
5. CNN - Convolutional Neural Networks/3. ANN with MNIST - Part One - Data.mp4 102.6 MB
5. CNN - Convolutional Neural Networks/15. Using GPUs for PyTorch.mp4 101.2 MB
9. Cardiac-Detection/6. Train-02-Model-Creation.mp4 100.3 MB
5. CNN - Convolutional Neural Networks/14. Why do we need GPUs.mp4 97.5 MB
7. Data Formats in Medical Imaging/3. DICOM-in-Python.mp4 93.3 MB
5. CNN - Convolutional Neural Networks/12. MNIST with CNN - Code Along - Part Two.mp4 91.8 MB
8. Pneumonia-Classification/2. Preprocessing.mp4 90.2 MB
8. Pneumonia-Classification/4. Train-02-Model-Creation.mp4 86.8 MB
3. Machine Learning Concepts Overview/4. Evaluating Performance - Classification Error Metrics.mp4 86.5 MB
5. CNN - Convolutional Neural Networks/5. ANN with MNIST - Part Three - Training.mp4 82.0 MB
5. CNN - Convolutional Neural Networks/7. Image Filters and Kernels.mp4 75.8 MB
8. Pneumonia-Classification/3. Train-01-Data-Loading.mp4 73.2 MB
9. Cardiac-Detection/2. 02-Preprocessing.mp4 70.1 MB
4. PyTorch Basics/3. Tensor Basics-Part Two.mp4 70.1 MB
7. Data Formats in Medical Imaging/6. Preprocessing.mp4 68.2 MB
10. Atrium-Segmentation/6. UNet.mp4 67.6 MB
10. Atrium-Segmentation/9. Train-03-Evaluation.mp4 66.5 MB

[磁力链接] 添加时间:2022-01-14 大小:3.9 GB 最近下载:2025-10-06 热度:1570

[GigaCourse.com] Udemy - Deep Learning Convolutional Neural Networks in Python

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

[磁力链接] 添加时间:2021-05-04 大小:1.1 GB 最近下载:2025-10-09 热度:1567

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[FreeCourseLab.com] Udemy - Zero to Deep Learning™ with Python and Keras

1. Welcome to the course!/5. Installation Video Guide.mp4 64.1 MB
3. Machine Learning/22. Exercise 2 solution.mp4 45.3 MB
3. Machine Learning/8. Linear Regression code along.mp4 41.8 MB
3. Machine Learning/1. Section 3 Intro.mp4 40.9 MB
3. Machine Learning/20. Exercise 1 solution.mp4 39.1 MB
6. Convolutional Neural Networks/1. Section 6 Intro.mp4 37.2 MB
4. Deep Learning Intro/7. Multiclass classification code along.mp4 35.6 MB
1. Welcome to the course!/2. Introduction.mp4 35.5 MB
5. Gradient Descent/10. Learning Rate code along.mp4 34.8 MB
1. Welcome to the course!/8. Your first deep learning model.mp4 34.5 MB
2. Data/5. Plotting with Matplotlib.mp4 34.4 MB
5. Gradient Descent/17. Inner Layers Visualization code along.mp4 33.8 MB
2. Data/3. Data exploration with Pandas code along.mp4 32.4 MB
4. Deep Learning Intro/1. Section 4 Intro.mp4 32.4 MB
5. Gradient Descent/1. Section 5 Intro.mp4 32.3 MB
1. Welcome to the course!/1. Welcome to the course!.mp4 28.7 MB
9. Improving performance/14. Movies Reviews Sentiment Analysis code along.mp4 28.0 MB
1. Welcome to the course!/4. Download and install Anaconda.mp4 26.8 MB
4. Deep Learning Intro/13. Exercise 2 Solution.mp4 26.4 MB
4. Deep Learning Intro/11. Exercise 1 Solution.mp4 26.0 MB

[磁力链接] 添加时间:2022-04-06 大小:2.0 GB 最近下载:2025-10-10 热度:1563

[GigaCourse.Com] Udemy - Neural Networks in Python Deep Learning for Beginners

11. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.mp4 163.4 MB
13. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.mp4 158.9 MB
4. Neural Networks - Stacking cells to create network/3. Back Propagation.mp4 128.1 MB
15. Add-on 1 Data Preprocessing/13. Bi-variate analysis and Variable transformation.mp4 105.3 MB
16. Add-on 2 Classic ML models - Linear Regression/3. Assessing accuracy of predicted coefficients.mp4 96.6 MB
12. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.mp4 96.6 MB
3. Single Cells - Perceptron and Sigmoid Neuron/3. Python - Creating Perceptron model.mp4 90.8 MB
10. Python - Building and training the Model/3. Compiling and Training the Neural Network model.mp4 85.7 MB
10. Python - Building and training the Model/2. Building the Neural Network using Keras.mp4 83.0 MB
15. Add-on 1 Data Preprocessing/18. Correlation Analysis.mp4 75.1 MB
15. Add-on 1 Data Preprocessing/9. Outlier Treatment in Python.mp4 73.6 MB
10. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.mp4 73.3 MB
16. Add-on 2 Classic ML models - Linear Regression/9. Multiple Linear Regression in Python.mp4 73.1 MB
15. Add-on 1 Data Preprocessing/3. The Dataset and the Data Dictionary.mp4 72.7 MB
2. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4 68.3 MB
2. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.mp4 67.6 MB
16. Add-on 2 Classic ML models - Linear Regression/5. Simple Linear Regression in Python.mp4 66.5 MB
5. Important concepts Common Interview questions/1. Some Important Concepts.mp4 65.2 MB
15. Add-on 1 Data Preprocessing/7. EDD in Python.mp4 64.8 MB
14. Hyperparameter Tuning/1. Hyperparameter Tuning.mp4 63.6 MB

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[GigaCourse.com] Udemy - Deep Learning and Computer Vision A-Z™ OpenCV, SSD & GANs

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7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/3.1 Homework.zip.zip 127.2 MB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).mp4 65.1 MB
9. Module 3 - Image Creation with GANs/15. THANK YOU bonus video.mp4 54.9 MB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).mp4 52.2 MB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.mp4 51.6 MB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.mp4 48.8 MB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.mp4 46.9 MB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.mp4 45.8 MB
11. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 44.8 MB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 42.2 MB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.mp4 41.3 MB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.mp4 41.1 MB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.mp4 39.4 MB
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.mp4 37.7 MB
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6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.mp4 35.8 MB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 34.8 MB
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.mp4 32.9 MB
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 32.8 MB

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[FreeCourseSite.com] Udemy - Machine Learning, Data Science and Deep Learning with Python

2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.mp4 155.0 MB
6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4 149.0 MB
10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 148.5 MB
8. Apache Spark Machine Learning on Big Data/8. Introduction to Decision Trees in Spark.mp4 140.5 MB
5. Recommender Systems/5. [Activity] Making Movie Recommendations with Item-Based Collaborative Filtering.mp4 139.0 MB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 138.7 MB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 135.7 MB
2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.mp4 135.6 MB
10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.mp4 134.5 MB
2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.mp4 131.2 MB
1. Getting Started/11. Introducing the Pandas Library [Optional].mp4 129.1 MB
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.mp4 124.0 MB
8. Apache Spark Machine Learning on Big Data/9. [Activity] K-Means Clustering in Spark.mp4 123.6 MB
2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.mp4 122.4 MB
10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.mp4 120.9 MB
2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.mp4 119.6 MB
8. Apache Spark Machine Learning on Big Data/4. [Activity] Installing Spark - Part 2.mp4 117.4 MB
2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.mp4 116.2 MB
6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4 115.1 MB
5. Recommender Systems/3. [Activity] Finding Movie Similarities using Cosine Similarity.mp4 113.1 MB

[磁力链接] 添加时间:2021-03-10 大小:8.2 GB 最近下载:2025-10-06 热度:1539

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~Get Your Files Here !/01 Introduction/001 Course introduction and About the Training Architect.mp4 150.8 MB
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~Get Your Files Here !/12 Tuning and Monitoring/002 Monitoring Fluentd Instances.mp4 63.9 MB
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~Get Your Files Here !/05 Plugins/002 Core Input Plugins.mp4 63.3 MB
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~Get Your Course Here !/23 - Calculating Data In Tables.mp4 42.1 MB
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~Get Your Files Here !/6. Overview on Terragrunt Blocks/2. Understanding Terragrunt blocks - Part 2.mp4 100.1 MB
~Get Your Files Here !/8. Terragrunt and Terraform Installation/1. Virtual Machine Setup & Ubuntu Installation.mp4 97.3 MB
~Get Your Files Here !/2. Terraform overview/1. What is Terraform .mp4 92.5 MB
~Get Your Files Here !/8. Terragrunt and Terraform Installation/2. Terraform & Terragrunt Installation.mp4 92.0 MB
~Get Your Files Here !/17. Conclusion/1. Conclusion.mp4 91.6 MB

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