| 文件 | 大小 |
|---|
| 01.Understanding Supervised Machine Learning/0101.The Course Overview.mp4 | 44.62 MB |
| 01.Understanding Supervised Machine Learning/0102.Breast Cancer Classification.mp4 | 12.87 MB |
| 01.Understanding Supervised Machine Learning/0103.Breast Cancer Dataset Exploration.mp4 | 39.76 MB |
| 01.Understanding Supervised Machine Learning/0104.Breast Cancer Dataset Preprocessing.mp4 | 15.27 MB |
| 01.Understanding Supervised Machine Learning/0105.Intuition Behind K-Nearest Neighbors Algorithm.mp4 | 7.22 MB |
| 01.Understanding Supervised Machine Learning/0106.Creating the KNN Algorithm.mp4 | 3.06 MB |
| 01.Understanding Supervised Machine Learning/0107.Grid Search and Hyper Parameters.mp4 | 10.01 MB |
| 01.Understanding Supervised Machine Learning/0108.Training the Model.mp4 | 4.05 MB |
| 01.Understanding Supervised Machine Learning/0109.Model evaluation.mp4 | 17.39 MB |
| 01.Understanding Supervised Machine Learning/0110.What Is Supervised Learning.mp4 | 15.78 MB |
| 02.Exploring Unsupervised Machine Learning/0201.Customer Segmentation.mp4 | 6.70 MB |
| 02.Exploring Unsupervised Machine Learning/0202.Mall Customers Dataset Exploration.mp4 | 7.56 MB |
| 02.Exploring Unsupervised Machine Learning/0203.Mall Customers Dataset Preprocessing.mp4 | 132.04 MB |
| 02.Exploring Unsupervised Machine Learning/0204.Why Do We Split Dataset into Training and Testing Parts.mp4 | 5.86 MB |
| 02.Exploring Unsupervised Machine Learning/0205.Intuition Behind K-Means Algorithm.mp4 | 33.81 MB |
| 02.Exploring Unsupervised Machine Learning/0206.Creating K-Means Algorithm.mp4 | 34.06 MB |
| 02.Exploring Unsupervised Machine Learning/0207.Training and Evaluating the KMeans Model.mp4 | 11.76 MB |
| 02.Exploring Unsupervised Machine Learning/0208.Cluster Analysis.mp4 | 123.40 MB |
| 03.Working with Deep Learning/0301.Boston Housing - Task Explanation.mp4 | 3.51 MB |
| 03.Working with Deep Learning/0302.Boston Housing Dataset Exploration.mp4 | 30.83 MB |
| 03.Working with Deep Learning/0303.Boston Housing Dataset Preprocessing.mp4 | 15.44 MB |
| 03.Working with Deep Learning/0304.Explaining the Fully Connected Network.mp4 | 15.07 MB |
| 03.Working with Deep Learning/0305.Building the Model.mp4 | 6.27 MB |
| 03.Working with Deep Learning/0306.Compiling the Model ( Choosing the Loss Function and Metrics).mp4 | 5.29 MB |
| 03.Working with Deep Learning/0307.Training the Model.mp4 | 5.32 MB |
| 03.Working with Deep Learning/0308.Model Evaluation.mp4 | 7.46 MB |
| 04.Image Classification with Convolutional Neural Networks/0401.Image Classification.mp4 | 6.29 MB |
| 04.Image Classification with Convolutional Neural Networks/0402.MNIST Dataset Exploration.mp4 | 18.40 MB |
| 04.Image Classification with Convolutional Neural Networks/0403.MNIST Dataset Preprocessing.mp4 | 16.37 MB |
| 04.Image Classification with Convolutional Neural Networks/0404.How Do Convolutional Neural Networks Work.mp4 | 13.02 MB |
| 04.Image Classification with Convolutional Neural Networks/0405.Building the Model.mp4 | 9.46 MB |
| 04.Image Classification with Convolutional Neural Networks/0406.Compiling the Model( Choosing the Loss Function and Metrics).mp4 | 2.66 MB |
| 04.Image Classification with Convolutional Neural Networks/0407.Training the Model.mp4 | 3.54 MB |
| 04.Image Classification with Convolutional Neural Networks/0408.Model Evaluation.mp4 | 6.96 MB |
| 04.Image Classification with Convolutional Neural Networks/0409.Explaining What Tasks Can Be Solved Using CNNs.mp4 | 7.62 MB |
| 05.Working With Deep Reinforcement Learning/0501.Explaining What Reinforcement Learning Is.mp4 | 10.95 MB |
| 05.Working With Deep Reinforcement Learning/0502.States, Rewards, and Value.mp4 | 12.98 MB |
| 05.Working With Deep Reinforcement Learning/0503.Explaining the Deep Q Network.mp4 | 9.97 MB |
| 05.Working With Deep Reinforcement Learning/0504.Experience Replay.mp4 | 6.67 MB |
| 05.Working With Deep Reinforcement Learning/0505.What Is a Policy.mp4 | 11.58 MB |
| 05.Working With Deep Reinforcement Learning/0506.Building the Model.mp4 | 5.73 MB |
| 05.Working With Deep Reinforcement Learning/0507.Compiling the Model.mp4 | 1.53 MB |
| 05.Working With Deep Reinforcement Learning/0508.Training the Model.mp4 | 6.19 MB |
| 05.Working With Deep Reinforcement Learning/0509.Game Playing with the Trained Model.mp4 | 57.80 MB |
| 05.Working With Deep Reinforcement Learning/0510.Real World Problems Solved with Reinforcement Learning.mp4 | 34.82 MB |
| Discuss.FTUForum.com.html | 31.89 kB |
| Exercise Files/exercise_files.zip | 976.63 kB |
| FreeCoursesOnline.Me.html | 108.30 kB |
| FTUForum.com.html | 100.44 kB |
| How you can help Team-FTU.txt | 235.00 B |
| Torrent Downloaded From GloDls.to.txt | 84.00 B |
| [TGx]Downloaded from torrentgalaxy.org.txt | 524.00 B |
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