Complete Tensorflow and Keras Deep Learning Bootcamp | 888FF80C298F0AF1E2BF48CE99E5E9F0F036B042

Complete Tensorflow and Keras Deep Learning Bootcamp

Name	Complete Tensorflow 2 and Keras Deep Learning Bootcamp	DOWNLOAD Copy Link
Total Size	8.9 GB
Total Files	357
Last Seen	2024-07-23 00:51
Hash	888FF80C298F0AF1E2BF48CE99E5E9F0F036B042

/.../9 - Recurrent Neural Networks RNNs/
89 - Bonus Multivariate Time Series RNN and LSTMs.mp4	246.5 MB
88 - RNN Exercise Solutions English.vtt	30.2 KB
86 - RNN on a Time Series Part Two English.vtt	30.0 KB
89 - Bonus Multivariate Time Series RNN and LSTMs English.vtt	24.4 KB
83 - RNN on a Sine Wave Creating the Model English.vtt	19.9 KB
84 - RNN on a Sine Wave LSTMs and Forecasting English.vtt	17.1 KB
79 - LSTMS and GRU English.vtt	15.6 KB
79 - How to choose between LSTM vs GRU.txt	0.1 KB
85 - RNN on a Time Series Part One English.vtt	13.1 KB
80 - RNN Batches English.vtt	11.7 KB
81 - RNN on a Sine Wave The Data English.vtt	11.5 KB
82 - RNN on a Sine Wave Batch Generator English.vtt	10.8 KB
77 - RNN Basic Theory English.vtt	10.6 KB
78 - Vanishing Gradients English.vtt	10.3 KB
79 - Famous Karpathy Blog Post.txt	0.1 KB
79 - Wikipedia Article Describing LSTM Variants.txt	0.1 KB
88 - RNN Exercise Solutions.mp4	240.8 MB
87 - RNN Exercise English.vtt	6.6 KB
76 - RNN Section Overview English.vtt	3.8 KB
79 - Great Blog Post on Exploring LSTM Neurons.txt	0.0 KB
86 - RNN on a Time Series Part Two.mp4	204.9 MB
83 - RNN on a Sine Wave Creating the Model.mp4	100.6 MB
84 - RNN on a Sine Wave LSTMs and Forecasting.mp4	99.2 MB
82 - RNN on a Sine Wave Batch Generator.mp4	60.1 MB
81 - RNN on a Sine Wave The Data.mp4	57.6 MB
85 - RNN on a Time Series Part One.mp4	54.5 MB
79 - LSTMS and GRU.mp4	42.7 MB
87 - RNN Exercise.mp4	31.4 MB
77 - RNN Basic Theory.mp4	30.5 MB
78 - Vanishing Gradients.mp4	29.3 MB
80 - RNN Batches.mp4	25.5 MB
76 - RNN Section Overview.mp4	7.4 MB
/
TutsNode.net.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
/.../1 - Course Overview Installs and Setup/
1 - AutoWelcome Message.html	1.1 KB
3 - Course Setup and Installation English.vtt	33.0 KB
3 - requirements.txt	0.2 KB
3 - Course Setup and Installation.mp4	242.8 MB
2 - Course Overview English.vtt	7.0 KB
4 - FAQ Frequently Asked Questions.html	5.5 KB
4 - FINAL-TF2-FILES.zip	104.1 MB
3 - FINAL-TF2-FILES.zip	104.1 MB
2 - Course Overview.mp4	27.4 MB
/.../12 - Generative Adversarial Networks/
107 - Creating a GAN Part Three Model Training English.vtt	32.7 KB
106 - Creating a GAN Part Two The Model English.vtt	16.6 KB
104 - GANs Overview English.vtt	11.6 KB
108 - DCGAN Deep Convolutional Generative Adversarial Networks English.vtt	9.5 KB
105 - Creating a GAN Part One The Data English.vtt	6.2 KB
107 - Creating a GAN Part Three Model Training.mp4	181.3 MB
108 - DCGAN Deep Convolutional Generative Adversarial Networks.mp4	81.9 MB
104 - GANs Overview.mp4	56.3 MB
106 - Creating a GAN Part Two The Model.mp4	53.1 MB
105 - Creating a GAN Part One The Data.mp4	21.3 MB
/.../7 - Basic Artificial Neural Networks ANNs/
58 - Tensorboard English.vtt	27.2 KB
51 - Keras Project Solutions Exploratory Data Analysis English.vtt	26.6 KB
37 - Cost Functions and Gradient Descent English.vtt	25.8 KB
43 - Keras Regression Code Along Exploratory Data Analysis English.vtt	24.9 KB
54 - Keras Project Solutions Categorical Data English.vtt	24.0 KB
48 - Keras Classification Dealing with Overfitting and Evaluation English.vtt	22.5 KB
38 - Backpropagation English.vtt	19.7 KB
52 - Keras Project Solutions Dealing with Missing Data English.vtt	19.4 KB
41 - Keras Syntax Basics Part Two Creating and Training the Model English.vtt	19.2 KB
44 - Keras Regression Code Along Exploratory Data Analysis Continued English.vtt	17.8 KB
53 - Keras Project Solutions Dealing with Missing Data Part Two English.vtt	16.7 KB
33 - Perceptron Model English.vtt	16.7 KB
42 - Keras Syntax Basics Part Three Model Evaluation English.vtt	16.5 KB
35 - Activation Functions English.vtt	15.6 KB
36 - MultiClass Classification Considerations English.vtt	15.2 KB
46 - Keras Regression Code Along Model Evaluation and Predictions English.vtt	15.1 KB
40 - Keras Syntax Basics Part One Preparing the Data English.vtt	14.3 KB
57 - Keras Project Solutions Model Evaluation English.vtt	13.2 KB
50 - TensorFlow 20 Keras Project Notebook Overview English.vtt	11.7 KB
45 - Keras Regression Code Along Data Preprocessing and Creating a Model English.vtt	11.3 KB
38 - Great walkthrough for BackPropagation.txt	0.1 KB
39 - TensorFlow vs Keras Explained English.vtt	2.9 KB
47 - Keras Classification Code Along EDA and Preprocessing English.vtt	10.9 KB
34 - Neural Networks English.vtt	10.5 KB
49 - TensorFlow 20 Keras Project Options Overview English.vtt	2.4 KB
56 - Keras Project Solutions Creating and Training a Model English.vtt	5.5 KB
55 - Keras Project Solutions Data PreProcessing English.vtt	4.9 KB
32 - Introduction to ANN Section English.vtt	3.1 KB
58 - Tensorboard.mp4	236.0 MB
51 - Keras Project Solutions Exploratory Data Analysis.mp4	230.7 MB
43 - Keras Regression Code Along Exploratory Data Analysis.mp4	200.3 MB
48 - Keras Classification Dealing with Overfitting and Evaluation.mp4	179.4 MB
52 - Keras Project Solutions Dealing with Missing Data.mp4	139.8 MB
41 - Keras Syntax Basics Part Two Creating and Training the Model.mp4	131.0 MB
53 - Keras Project Solutions Dealing with Missing Data Part Two.mp4	124.3 MB
44 - Keras Regression Code Along Exploratory Data Analysis Continued.mp4	116.9 MB
54 - Keras Project Solutions Categorical Data.mp4	104.5 MB
46 - Keras Regression Code Along Model Evaluation and Predictions.mp4	97.5 MB
50 - TensorFlow 20 Keras Project Notebook Overview.mp4	94.9 MB
57 - Keras Project Solutions Model Evaluation.mp4	89.7 MB
42 - Keras Syntax Basics Part Three Model Evaluation.mp4	89.5 MB
35 - Activation Functions.mp4	83.5 MB
37 - Cost Functions and Gradient Descent.mp4	79.5 MB
40 - Keras Syntax Basics Part One Preparing the Data.mp4	73.4 MB
33 - Perceptron Model.mp4	71.0 MB
47 - Keras Classification Code Along EDA and Preprocessing.mp4	64.9 MB
38 - Backpropagation.mp4	58.5 MB
45 - Keras Regression Code Along Data Preprocessing and Creating a Model.mp4	56.3 MB
36 - MultiClass Classification Considerations.mp4	48.1 MB
56 - Keras Project Solutions Creating and Training a Model.mp4	42.8 MB
34 - Neural Networks.mp4	38.2 MB
55 - Keras Project Solutions Data PreProcessing.mp4	19.8 MB
39 - TensorFlow vs Keras Explained.mp4	6.0 MB
49 - TensorFlow 20 Keras Project Options Overview.mp4	5.7 MB
32 - Introduction to ANN Section.mp4	5.6 MB
/11 - AutoEncoders/
99 - Autoencoder for Dimensionality Reduction English.vtt	26.9 KB
100 - Autoencoder for Images Part One English.vtt	22.5 KB
103 - Autoencoder Exercise Solutions English.vtt	13.4 KB
98 - Autoencoder Basics English.vtt	11.0 KB
101 - Autoencoder for Images Part Two Noise Removal English.vtt	10.6 KB
102 - Autoencoder Exercise Overview English.vtt	5.0 KB
97 - Introduction to Autoencoders English.vtt	4.7 KB
99 - Autoencoder for Dimensionality Reduction.mp4	175.4 MB
100 - Autoencoder for Images Part One.mp4	110.7 MB
101 - Autoencoder for Images Part Two Noise Removal.mp4	94.9 MB
103 - Autoencoder Exercise Solutions.mp4	46.4 MB
102 - Autoencoder Exercise Overview.mp4	37.1 MB
98 - Autoencoder Basics.mp4	25.8 MB
97 - Introduction to Autoencoders.mp4	11.8 MB
/.../2 - COURSE OVERVIEW CONFIRMATION/
1 - PLEASE WATCH COURSE OVERVIEW LECTURE.html	0.0 KB
/.../3 - NumPy Crash Course/
6 - NumPy Arrays English.vtt	26.0 KB
9 - NumPy Exercises English.vtt	1.9 KB
7 - Numpy Index Selection English.vtt	14.9 KB
8 - NumPy Operations English.vtt	11.2 KB
10 - Numpy Exercises Solutions English.vtt	10.1 KB
5 - Introduction to NumPy English.vtt	3.3 KB
6 - NumPy Arrays.mp4	92.9 MB
7 - Numpy Index Selection.mp4	61.4 MB
8 - NumPy Operations.mp4	58.1 MB
10 - Numpy Exercises Solutions.mp4	57.9 MB
9 - NumPy Exercises.mp4	17.1 MB
5 - Introduction to NumPy.mp4	11.9 MB
/13 - Deployment/
115 - Flask Front End English.vtt	25.1 KB
116 - Live Deployment to the Web English.vtt	23.1 KB
110 - Creating the Model English.vtt	22.0 KB
112 - Running a Basic Flask Application English.vtt	14.6 KB
113 - Flask Postman API English.vtt	14.0 KB
111 - Model Prediction Function English.vtt	12.1 KB
114 - Flask API Using Requests Programmatically English.vtt	5.4 KB
109 - Introduction to Deployment English.vtt	5.2 KB
116 - Live Deployment to the Web.mp4	204.9 MB
115 - Flask Front End.mp4	175.6 MB
110 - Creating the Model.mp4	128.0 MB
113 - Flask Postman API.mp4	81.8 MB
111 - Model Prediction Function.mp4	74.2 MB
112 - Running a Basic Flask Application.mp4	72.5 MB
109 - Introduction to Deployment.mp4	23.9 MB
114 - Flask API Using Requests Programmatically.mp4	23.4 MB
/.../6 - Machine Learning Concepts Overview/
29 - Evaluating Performance Classification Error Metrics English.vtt	24.0 KB
27 - Supervised Learning Overview English.vtt	11.8 KB
28 - Overfitting English.vtt	11.0 KB
30 - Evaluating Performance Regression Error Metrics English.vtt	8.0 KB
26 - What is Machine Learning English.vtt	7.7 KB
31 - Unsupervised Learning English.vtt	6.7 KB
29 - Evaluating Performance Classification Error Metrics.mp4	86.3 MB
26 - What is Machine Learning.mp4	33.4 MB
28 - Overfitting.mp4	26.7 MB
27 - Supervised Learning Overview.mp4	25.1 MB
30 - Evaluating Performance Regression Error Metrics.mp4	24.5 MB
31 - Unsupervised Learning.mp4	12.0 MB
/.../5 - Visualization Crash Course/
23 - Seaborn Basics English.vtt	23.3 KB
21 - Introduction to Python Visualization English.vtt	1.8 KB
22 - Matplotlib Basics English.vtt	12.7 KB
25 - Data Visualization Exercises Solutions English.vtt	10.0 KB
24 - Data Visualization Exercises English.vtt	4.8 KB
23 - Seaborn Basics.mp4	125.8 MB
25 - Data Visualization Exercises Solutions.mp4	72.3 MB
22 - Matplotlib Basics.mp4	34.4 MB
24 - Data Visualization Exercises.mp4	27.4 MB
21 - Introduction to Python Visualization.mp4	3.8 MB
/.../8 - Convolutional Neural Networks CNNs/
65 - CNN on MNIST Part Two Creating and Training the Model English.vtt	23.0 KB
71 - CNN on Real Image Files Part Two Data Processing English.vtt	21.5 KB
61 - Convolutional Layers English.vtt	19.8 KB
70 - CNN on Real Image Files Part One Reading in the Data English.vtt	19.1 KB
72 - CNN on Real Image Files Part Three Creating the Model English.vtt	18.8 KB
64 - CNN on MNIST Part One The Data English.vtt	17.2 KB
60 - Image Filters and Kernels English.vtt	16.7 KB
67 - CNN on CIFAR10 Part One The Data English.vtt	16.0 KB
73 - CNN on Real Image Files Part Four Evaluating the Model English.vtt	11.5 KB
75 - CNN Exercise Solutions English.vtt	11.3 KB
68 - CNN on CIFAR10 Part Two Evaluating the Model English.vtt	10.0 KB
69 - cellimageszip Click the blue download button or the download button on the top right you cant preview this zip.txt	0.1 KB
62 - Pooling Layers English.vtt	9.9 KB
66 - CNN on MNIST Part Three Model Evaluation English.vtt	9.1 KB
69 - Downloading Data Set for Real Image Lectures English.vtt	8.1 KB
63 - MNIST Data Set Overview English.vtt	6.9 KB
59 - CNN Section Overview English.vtt	2.4 KB
74 - CNN Exercise Overview English.vtt	3.6 KB
72 - CNN on Real Image Files Part Three Creating the Model.mp4	141.9 MB
71 - CNN on Real Image Files Part Two Data Processing.mp4	123.9 MB
65 - CNN on MNIST Part Two Creating and Training the Model.mp4	121.5 MB
70 - CNN on Real Image Files Part One Reading in the Data.mp4	120.4 MB
60 - Image Filters and Kernels.mp4	108.1 MB
67 - CNN on CIFAR10 Part One The Data.mp4	98.5 MB
75 - CNN Exercise Solutions.mp4	88.5 MB
64 - CNN on MNIST Part One The Data.mp4	81.3 MB
61 - Convolutional Layers.mp4	61.8 MB
68 - CNN on CIFAR10 Part Two Evaluating the Model.mp4	54.5 MB
73 - CNN on Real Image Files Part Four Evaluating the Model.mp4	49.4 MB
66 - CNN on MNIST Part Three Model Evaluation.mp4	46.4 MB
62 - Pooling Layers.mp4	30.2 MB
69 - Downloading Data Set for Real Image Lectures.mp4	22.5 MB
74 - CNN Exercise Overview.mp4	21.4 MB
63 - MNIST Data Set Overview.mp4	13.5 MB
59 - CNN Section Overview.mp4	4.2 MB
/.../4 - Pandas Crash Course/
17 - Pandas Operations English.vtt	18.2 KB
13 - Pandas DataFrames Part One English.vtt	16.3 KB
18 - Data Input and Output English.vtt	16.1 KB
15 - Pandas Missing Data English.vtt	14.2 KB
16 - GroupBy Operations English.vtt	13.2 KB
14 - Pandas DataFrames Part Two English.vtt	12.8 KB
12 - Pandas Series English.vtt	11.7 KB
20 - Pandas Exercises Solutions English.vtt	9.5 KB
11 - Introduction to Pandas English.vtt	5.9 KB
19 - Pandas Exercises English.vtt	4.0 KB
18 - Data Input and Output.mp4	159.1 MB
16 - GroupBy Operations.mp4	87.5 MB
20 - Pandas Exercises Solutions.mp4	74.9 MB
17 - Pandas Operations.mp4	72.8 MB
13 - Pandas DataFrames Part One.mp4	59.3 MB
15 - Pandas Missing Data.mp4	47.7 MB
12 - Pandas Series.mp4	44.8 MB
14 - Pandas DataFrames Part Two.mp4	42.8 MB
11 - Introduction to Pandas.mp4	28.3 MB
19 - Pandas Exercises.mp4	28.2 MB
/.../10 - Natural Language Processing/
93 - NLP Part Three Creating Batches English.vtt	17.6 KB
96 - NLP Part Six Generating Text English.vtt	11.9 KB
94 - NLP Part Four Creating the Model English.vtt	14.1 KB
95 - NLP Part Five Training the Model English.vtt	13.5 KB
90 - Introduction to NLP Section English.vtt	8.6 KB
91 - NLP Part One The Data English.vtt	6.5 KB
92 - NLP Part Two Text Processing English.vtt	5.7 KB
93 - NLP Part Three Creating Batches.mp4	97.3 MB
94 - NLP Part Four Creating the Model.mp4	95.6 MB
95 - NLP Part Five Training the Model.mp4	74.7 MB
96 - NLP Part Six Generating Text.mp4	59.0 MB
92 - NLP Part Two Text Processing.mp4	31.5 MB
90 - Introduction to NLP Section.mp4	20.4 MB
91 - NLP Part One The Data.mp4	16.4 MB
/.pad/
0	0.0 KB
1	0.0 KB
2	244.9 KB
3	949.9 KB
4	999.3 KB
5	584.8 KB
6	647.9 KB
7	1.0 MB
8	55.4 KB
9	965.4 KB
10	542.8 KB
11	719.1 KB
12	331.6 KB
13	688.9 KB
14	666.0 KB
15	98.6 KB
16	967.1 KB
17	28.9 KB
18	500.5 KB
19	845.3 KB
20	111.5 KB
21	234.3 KB
22	504.0 KB
23	456.1 KB
24	972.6 KB
25	328.1 KB
26	769.4 KB
27	769.4 KB
28	112.6 KB
29	419.0 KB
30	47.0 KB
31	38.2 KB
32	248.5 KB
33	855.6 KB
34	514.6 KB
35	537.3 KB
36	438.9 KB
37	431.9 KB
38	694.5 KB
39	617.3 KB
40	544.7 KB
41	737.3 KB
42	406.2 KB
43	890.4 KB
44	1.0 MB
45	473.1 KB
46	227.5 KB
47	586.0 KB
48	774.7 KB
49	286.3 KB
50	1.0 MB
51	560.3 KB
52	914.7 KB
53	9.6 KB
54	327.3 KB
55	82.2 KB
56	81.0 KB
57	501.6 KB
58	703.5 KB
59	455.1 KB
60	804.9 KB
61	234.9 KB
62	635.4 KB
63	829.2 KB
64	90.1 KB
65	302.9 KB
66	329.2 KB
67	1.0 MB
68	75.9 KB
69	391.3 KB
70	936.5 KB
71	115.3 KB
72	514.7 KB
73	771.8 KB
74	780.7 KB
75	321.9 KB
76	183.5 KB
77	189.5 KB
78	272.9 KB
79	628.1 KB
80	668.6 KB
81	165.9 KB
82	111.8 KB
83	997.5 KB
84	85.5 KB
85	971.7 KB
86	212.1 KB
87	80.9 KB
88	1.0 MB
89	79.4 KB
90	880.5 KB
91	888.7 KB
92	605.5 KB
93	439.5 KB
94	678.2 KB
95	52.7 KB
96	712.9 KB
97	202.8 KB
98	690.2 KB
99	583.0 KB
100	653.0 KB
101	674.4 KB
102	561.2 KB
103	99.0 KB
104	683.9 KB
105	338.7 KB
106	176.8 KB
107	581.0 KB
108	654.1 KB
109	825.9 KB
110	952.3 KB
111	252.4 KB
112	602.6 KB
113	642.1 KB
114	1.0 MB
Total files 357