f69dc311a936 learning/Programming/Deep Learning with Python video edition/PART 1 THE FUNDAMENTALS OF DEEP LEARNING

c	File Name	Size	dur	q	vq	aq	Vc	Ac	Fmt	Res	fps	T	Date
-	001. Chapter 1. What is deep learning.mp4	28671115	520.405624	440	305	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:48:39
-	002. Chapter 1. Learning representations from data.mp4	33021943	580.522109	455	319	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:48:43
-	003. Chapter 1. Understanding how deep learning works, in three figures.mp4	12616746	313.887347	321	186	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:48:46
-	004. Chapter 1. Don’t believe the short-term hype.mp4	29266560	424.507211	551	416	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:48:49
-	005. Chapter 1. Before deep learning a brief history of machine learning.mp4	27331028	529.484626	412	277	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:48:52
-	006. Chapter 1. Decision trees, random forests, and gradient boosting machines.mp4	38033719	656.590658	463	328	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:48:57
-	007. Chapter 1. Why deep learning Why now.mp4	27309627	537.82059	406	270	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:01
-	008. Chapter 1. A new wave of investment.mp4	23667219	404.72381	467	332	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:04
-	009. Chapter 2. Before we begin the mathematical building blocks of neural networks.mp4	21734862	532.085261	326	191	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:07
-	010. Chapter 2. Data representations for neural networks.mp4	12836811	539.585329	190	55	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:09
-	011. Chapter 2. Real-world examples of data tensors.mp4	19105922	445.010454	343	208	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:12
-	012. Chapter 2. The gears of neural networks tensor operations.mp4	14297923	355.613605	321	186	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:14
-	013. Chapter 2. Tensor dot.mp4	10970626	440.15746	199	64	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:16
-	014. Chapter 2. The engine of neural networks gradient-based optimization.mp4	22759957	572.650522	317	182	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:19
-	015. Chapter 2. Stochastic gradient descent.mp4	21689789	514.670295	337	201	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:23
-	016. Chapter 2. Looking back at our first example.mp4	10185630	240.67483	338	203	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:25
-	017. Chapter 3. Getting started with neural networks.mp4	27917620	604.485079	369	234	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:28
-	018. Chapter 3. Introduction to Keras.mp4	18183675	451.279819	322	187	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:31
-	019. Chapter 3. Setting up a deep-learning workstation.mp4	24249353	445.846349	435	299	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:34
-	020. Chapter 3. Classifying movie reviews a binary classification example.mp4	25076213	612.078005	327	192	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:37
-	021. Chapter 3. Validating your approach.mp4	16218645	348.717279	372	236	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:39
-	022. Chapter 3. Classifying newswires a multiclass classification example.mp4	29101920	634.276281	367	231	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:43
-	023. Chapter 3. Predicting house prices a regression example.mp4	27675658	621.319546	356	221	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:46
-	024. Chapter 4. Fundamentals of machine learning.mp4	34247491	620.948027	441	306	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:50
-	025. Chapter 4. Evaluating machine-learning models.mp4	28021849	524.074376	427	292	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:54
-	026. Chapter 4. Data preprocessing, feature engineering, and feature learning.mp4	25366762	507.890068	399	264	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:49:57
-	027. Chapter 4. Overfitting and underfitting.mp4	21480115	418.237823	410	275	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:50:00
-	028. Chapter 4. Adding weight regularization.mp4	19302677	392.951293	392	257	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:50:03
-	029. Chapter 4. The universal workflow of machine learning.mp4	21322247	409.34458	416	281	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:50:05
-	030. Chapter 4. Developing a model that does better than a baseline.mp4	24389564	452.371156	431	296	125	h264	aac	mov	1280x720	30	mp4	2023-09-06 18:50:09

🌲 / learning Programming Deep Learning with Python video edition PART 1 THE FUNDAMENTALS OF DEEP LEARNING

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