f69dc311a936 learning/AI/Data Science and Machine Learning with Python – Hands-On!/Chapter 6 More Data Mining and Machine Learning Techniques

c	File Name	Size	dur	q	vq	aq	Vc	Ac	Fmt	Res	fps	T	Date
-	001. K-Nearest-Neighbors Concepts.mp4	26877643	227.346576	945	812	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:22:25
-	002. [Activity] Using KNN to Predict a Rating for a Movie.mp4	78688240	751.629932	837	704	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:22:41
-	003. Dimensionality Reduction; Principal Component Analysis (PCA).mp4	46281443	346.952585	1067	934	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:22:33
-	004. [Activity] PCA Example with the Iris Dataset.mp4	68656462	547.247891	1003	870	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:22:43
-	005. Data Warehousing Overview ETL and ELT.mp4	70562177	547.572971	1030	897	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:22:51
-	006. Reinforcement Learning.mp4	80532782	766.374603	840	707	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:22:56
-	007. [Activity] Reinforcement Learning and Q-Learning with Gym.mp4	59811654	777.752381	615	481	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:01
-	008. Understanding a Confusion Matrix.mp4	10982328	318.693878	275	142	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:22:59
-	009. Measuring Classifiers (Precision, Recall, F1, ROC, AUC).mp4	18080833	397.781043	363	230	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:03

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