f69dc311a936 learning/AI/Data Science and Machine Learning with Python – Hands-On!/Chapter 7 Dealing with Real-World Data

c	File Name	Size	dur	q	vq	aq	Vc	Ac	Fmt	Res	fps	T	Date
-	001. BiasVariance Tradeoff.mp4	39909534	377.974422	844	711	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:08
-	002. [Activity] K-Fold Cross-Validation to Avoid Overfitting.mp4	52557766	628.239093	669	535	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:11
-	003. Data Cleaning and Normalization.mp4	41194233	432.587755	761	628	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:18
-	004. [Activity] Cleaning Web Log Data.mp4	78510259	658.425034	953	820	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:21
-	005. Normalizing Numerical Data.mp4	24384977	204.846463	952	819	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:23
-	006. [Activity] Detecting Outliers.mp4	26557215	383.198912	554	421	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:25
-	007. Feature Engineering and the Curse of Dimensionality.mp4	24920009	365.551746	545	412	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:28
-	008. Imputation Techniques for Missing Data.mp4	31153388	470.9239	529	395	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:31
-	009. Handling Unbalanced Data Oversampling, Undersampling, and SMOTE.mp4	23047239	336.967982	547	413	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:32
-	010. Binning, Transforming, Encoding, Scaling, and Shuffling.mp4	30110672	473.361995	508	375	125	h264	aac	mov	1920x1080	30	mp4	2023-08-23 17:23:36

🌲 / learning AI Data Science and Machine Learning with Python – Hands-On! Chapter 7 Dealing with Real-World Data