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[FreeCoursesOnline.Me] [Packt] Artificial Intelligence in 3 Hours [FCO]
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2019-5-6 05:51
2024-10-30 04:34
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856.99 MB
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磁力链接
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FreeCoursesOnline
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Packt
Artificial
Intelligence
in
3
Hours
FCO
文件列表
01.Understanding Supervised Machine Learning/0101.The Course Overview.mp4
44.62MB
01.Understanding Supervised Machine Learning/0102.Breast Cancer Classification.mp4
12.87MB
01.Understanding Supervised Machine Learning/0103.Breast Cancer Dataset Exploration.mp4
39.76MB
01.Understanding Supervised Machine Learning/0104.Breast Cancer Dataset Preprocessing.mp4
15.27MB
01.Understanding Supervised Machine Learning/0105.Intuition Behind K-Nearest Neighbors Algorithm.mp4
7.22MB
01.Understanding Supervised Machine Learning/0106.Creating the KNN Algorithm.mp4
3.06MB
01.Understanding Supervised Machine Learning/0107.Grid Search and Hyper Parameters.mp4
10.01MB
01.Understanding Supervised Machine Learning/0108.Training the Model.mp4
4.05MB
01.Understanding Supervised Machine Learning/0109.Model evaluation.mp4
17.39MB
01.Understanding Supervised Machine Learning/0110.What Is Supervised Learning.mp4
15.78MB
02.Exploring Unsupervised Machine Learning/0201.Customer Segmentation.mp4
6.7MB
02.Exploring Unsupervised Machine Learning/0202.Mall Customers Dataset Exploration.mp4
7.56MB
02.Exploring Unsupervised Machine Learning/0203.Mall Customers Dataset Preprocessing.mp4
132.04MB
02.Exploring Unsupervised Machine Learning/0204.Why Do We Split Dataset into Training and Testing Parts.mp4
5.86MB
02.Exploring Unsupervised Machine Learning/0205.Intuition Behind K-Means Algorithm.mp4
33.81MB
02.Exploring Unsupervised Machine Learning/0206.Creating K-Means Algorithm.mp4
34.06MB
02.Exploring Unsupervised Machine Learning/0207.Training and Evaluating the KMeans Model.mp4
11.76MB
02.Exploring Unsupervised Machine Learning/0208.Cluster Analysis.mp4
123.4MB
03.Working with Deep Learning/0301.Boston Housing - Task Explanation.mp4
3.51MB
03.Working with Deep Learning/0302.Boston Housing Dataset Exploration.mp4
30.83MB
03.Working with Deep Learning/0303.Boston Housing Dataset Preprocessing.mp4
15.44MB
03.Working with Deep Learning/0304.Explaining the Fully Connected Network.mp4
15.07MB
03.Working with Deep Learning/0305.Building the Model.mp4
6.27MB
03.Working with Deep Learning/0306.Compiling the Model ( Choosing the Loss Function and Metrics).mp4
5.29MB
03.Working with Deep Learning/0307.Training the Model.mp4
5.32MB
03.Working with Deep Learning/0308.Model Evaluation.mp4
7.46MB
04.Image Classification with Convolutional Neural Networks/0401.Image Classification.mp4
6.29MB
04.Image Classification with Convolutional Neural Networks/0402.MNIST Dataset Exploration.mp4
18.4MB
04.Image Classification with Convolutional Neural Networks/0403.MNIST Dataset Preprocessing.mp4
16.37MB
04.Image Classification with Convolutional Neural Networks/0404.How Do Convolutional Neural Networks Work.mp4
13.02MB
04.Image Classification with Convolutional Neural Networks/0405.Building the Model.mp4
9.46MB
04.Image Classification with Convolutional Neural Networks/0406.Compiling the Model( Choosing the Loss Function and Metrics).mp4
2.66MB
04.Image Classification with Convolutional Neural Networks/0407.Training the Model.mp4
3.54MB
04.Image Classification with Convolutional Neural Networks/0408.Model Evaluation.mp4
6.96MB
04.Image Classification with Convolutional Neural Networks/0409.Explaining What Tasks Can Be Solved Using CNNs.mp4
7.62MB
05.Working With Deep Reinforcement Learning/0501.Explaining What Reinforcement Learning Is.mp4
10.95MB
05.Working With Deep Reinforcement Learning/0502.States, Rewards, and Value.mp4
12.98MB
05.Working With Deep Reinforcement Learning/0503.Explaining the Deep Q Network.mp4
9.97MB
05.Working With Deep Reinforcement Learning/0504.Experience Replay.mp4
6.67MB
05.Working With Deep Reinforcement Learning/0505.What Is a Policy.mp4
11.58MB
05.Working With Deep Reinforcement Learning/0506.Building the Model.mp4
5.73MB
05.Working With Deep Reinforcement Learning/0507.Compiling the Model.mp4
1.53MB
05.Working With Deep Reinforcement Learning/0508.Training the Model.mp4
6.19MB
05.Working With Deep Reinforcement Learning/0509.Game Playing with the Trained Model.mp4
57.8MB
05.Working With Deep Reinforcement Learning/0510.Real World Problems Solved with Reinforcement Learning.mp4
34.82MB
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