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01.Getting ready!/0101.The Course Overview.mp4
9.76MB
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01.Getting ready!/0102.Introduction to Machine Learning.mp4
59.14MB
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01.Getting ready!/0103.Tour of the JavaScript Machine Learning Landscape.mp4
29.84MB
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01.Getting ready!/0104.Setting Up Our Machine Learning Environment.mp4
95.73MB
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02.Diving Headfirst into Supervised Learning/0201.Understand Regression with Linear Regression.mp4
47.45MB
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02.Diving Headfirst into Supervised Learning/0202.Understanding How Linear Regression Works.mp4
19.72MB
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02.Diving Headfirst into Supervised Learning/0203.Predicting Salaries after College Using Linear Regression.mp4
69.85MB
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02.Diving Headfirst into Supervised Learning/0204.Understand Classification with Logistic Regression.mp4
29.84MB
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02.Diving Headfirst into Supervised Learning/0205.Classifying Clothes Using Logistic Regression.mp4
22.48MB
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03.Improving Models/0301.Model Evaluation.mp4
25.78MB
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03.Improving Models/0302.Better Measures than Accuracy.mp4
29.85MB
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03.Improving Models/0303.Understanding the Results.mp4
18.93MB
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03.Improving Models/0304.Improving the Models.mp4
22.56MB
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04. Using Support Vector Machine and Random Forests for Complex Problems/0401.What are Support Vector Machines.mp4
18.42MB
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04. Using Support Vector Machine and Random Forests for Complex Problems/0402.Using SVM Kernels to Transform Problems.mp4
12.05MB
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04. Using Support Vector Machine and Random Forests for Complex Problems/0403.Image Classifier Using SVM.mp4
33.34MB
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04. Using Support Vector Machine and Random Forests for Complex Problems/0404.Making Better Decision with Decision Trees.mp4
70.53MB
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04. Using Support Vector Machine and Random Forests for Complex Problems/0405.Combining Decision Trees to Make Better Predictions.mp4
23.61MB
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04. Using Support Vector Machine and Random Forests for Complex Problems/0406.Predicting Customer Churn Using Random Forests.mp4
20.1MB
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05.Finding Hidden Value in Unlabeled Data/0501.Introduction and Advantage of Unsupervised Learning.mp4
26.33MB
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05.Finding Hidden Value in Unlabeled Data/0502.Grouping Unlabeled Data in Meaningful Ways Using K-means Clustering.mp4
37.53MB
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05.Finding Hidden Value in Unlabeled Data/0503.Using Principal Component Analysis to Speed-up Machine Learning Algorithms.mp4
39.46MB
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05.Finding Hidden Value in Unlabeled Data/0504.Analyzing Plant Species Using K-means Clustering.mp4
75.8MB
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06.Deep Neural Networks/0601.Introduction to Neural Networks.mp4
15.85MB
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06.Deep Neural Networks/0602.How a Neural Network Works.mp4
58.1MB
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06.Deep Neural Networks/0603.Neural Networks in Tensorflow.js.mp4
68.38MB
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06.Deep Neural Networks/0604.Multiclass Classification Using TensorFlow.js.mp4
60.69MB
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Exercise Files/exercise_files.zip
172B
Discuss.FTUForum.com.html
31.89KB
FreeCoursesOnline.Me.html
108.3KB
FTUForum.com.html
100.44KB
How you can help Team-FTU.txt
235B
[TGx]Downloaded from torrentgalaxy.org.txt
524B
Torrent Downloaded From GloDls.to.txt
84B
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