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	2024-12-23 23:30
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
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