Download Complete Tensorflow 2 and Keras Deep Learning Bootcamp Torrent

Torrent Contents Size: 6.74 GB

Complete Tensorflow 2 and Keras Deep Learning Bootcamp

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1. Course Overview, Installs, and Setup

1. Auto-Welcome Message.html	HTML	1.03 KB
2. Course Overview.mp4	MP4	26.16 MB
2. Course Overview.srt	SRT	7.49 KB
3. Course Setup and Installation.mp4	MP4	152.41 MB
3. Course Setup and Installation.srt	SRT	34.57 KB
3.1 FINAL_TF2_FILES.zip	ZIP	99.27 MB
3.2 requirements.txt	TXT	138 B
4. FAQ - Frequently Asked Questions.html	HTML	5.34 KB
4.1 FINAL_TF2_FILES.zip	ZIP	99.27 MB

10. Natural Language Processing

1. Introduction to NLP Section.mp4	MP4	35.12 MB
1. Introduction to NLP Section.srt	SRT	8.82 KB
2. NLP - Part One - The Data.mp4	MP4	22.3 MB
2. NLP - Part One - The Data.srt	SRT	6.85 KB
3. NLP - Part Two - Text Processing.mp4	MP4	22.88 MB
3. NLP - Part Two - Text Processing.srt	SRT	5.9 KB
4. NLP - Part Three - Creating Batches.mp4	MP4	81.69 MB
4. NLP - Part Three - Creating Batches.srt	SRT	17.93 KB
5. NLP - Part Four - Creating the Model.mp4	MP4	64.32 MB
5. NLP - Part Four - Creating the Model.srt	SRT	14.3 KB
6. NLP - Part Five - Training the Model.mp4	MP4	65.26 MB
6. NLP - Part Five - Training the Model.srt	SRT	13.8 KB
7. NLP - Part Six - Generating Text.mp4	MP4	52.31 MB
7. NLP - Part Six - Generating Text.srt	SRT	11.65 KB
Download Paid Udemy Courses For Free.url	URL	116 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

11. AutoEncoders

1. Introduction to Autoencoders.mp4	MP4	20.89 MB
1. Introduction to Autoencoders.srt	SRT	5 KB
2. Autoencoder Basics.mp4	MP4	42.64 MB
2. Autoencoder Basics.srt	SRT	11.36 KB
3. Autoencoder for Dimensionality Reduction.mp4	MP4	117.48 MB
3. Autoencoder for Dimensionality Reduction.srt	SRT	28.02 KB
4. Autoencoder for Images - Part One.mp4	MP4	94.09 MB
4. Autoencoder for Images - Part One.srt	SRT	23.48 KB
5. Autoencoder for Images - Part Two - Noise Removal.mp4	MP4	60.51 MB
5. Autoencoder for Images - Part Two - Noise Removal.srt	SRT	11.35 KB
6. Autoencoder Exercise Overview.mp4	MP4	33.92 MB
6. Autoencoder Exercise Overview.srt	SRT	5.15 KB
7. Autoencoder Exercise - Solutions.mp4	MP4	77.76 MB
7. Autoencoder Exercise - Solutions.srt	SRT	13.94 KB

12. Generative Adversarial Networks

1. GANs Overview.mp4	MP4	53.86 MB
1. GANs Overview.srt	SRT	11.75 KB
2. Creating a GAN - Part One- The Data.mp4	MP4	19.13 MB
2. Creating a GAN - Part One- The Data.srt	SRT	6.5 KB
3. Creating a GAN - Part Two - The Model.mp4	MP4	69.81 MB
3. Creating a GAN - Part Two - The Model.srt	SRT	17.3 KB
4. Creating a GAN - Part Three - Model Training.mp4	MP4	131.59 MB
4. Creating a GAN - Part Three - Model Training.srt	SRT	34.19 KB
5. DCGAN - Deep Convolutional Generative Adversarial Networks.mp4	MP4	57.18 MB
5. DCGAN - Deep Convolutional Generative Adversarial Networks.srt	SRT	9.58 KB

13. Deployment

1. Introduction to Deployment.mp4	MP4	23.43 MB
1. Introduction to Deployment.srt	SRT	5.41 KB
2. Creating the Model.mp4	MP4	87.08 MB
2. Creating the Model.srt	SRT	22.15 KB
3. Model Prediction Function.mp4	MP4	53.03 MB
3. Model Prediction Function.srt	SRT	12.43 KB
4. Running a Basic Flask Application.mp4	MP4	62.02 MB
4. Running a Basic Flask Application.srt	SRT	15.16 KB
5. Flask Postman API.mp4	MP4	69.11 MB
5. Flask Postman API.srt	SRT	14.96 KB
6. Flask API - Using Requests Programmatically.mp4	MP4	19.9 MB
6. Flask API - Using Requests Programmatically.srt	SRT	5.66 KB
7. Flask Front End.mp4	MP4	149.6 MB
7. Flask Front End.srt	SRT	26.31 KB
8. Live Deployment to the Web.mp4	MP4	126.54 MB
8. Live Deployment to the Web.srt	SRT	24.35 KB

2. COURSE OVERVIEW CONFIRMATION

1. PLEASE WATCH COURSE OVERVIEW LECTURE.html

HTML

165 B

3. NumPy Crash Course

1. Introduction to NumPy.mp4	MP4	11.39 MB
1. Introduction to NumPy.srt	SRT	3.49 KB
2. NumPy Arrays.mp4	MP4	88.58 MB
2. NumPy Arrays.srt	SRT	27.4 KB
3. Numpy Index Selection.mp4	MP4	46.38 MB
3. Numpy Index Selection.srt	SRT	15.06 KB
4. NumPy Operations.mp4	MP4	48.6 MB
4. NumPy Operations.srt	SRT	11.65 KB
5. NumPy Exercises.mp4	MP4	11.52 MB
5. NumPy Exercises.srt	SRT	2.13 KB
6. Numpy Exercises - Solutions.mp4	MP4	48.59 MB
6. Numpy Exercises - Solutions.srt	SRT	10.66 KB

4. Pandas Crash Course

1. Introduction to Pandas.mp4	MP4	25.5 MB
1. Introduction to Pandas.srt	SRT	6.13 KB
10. Pandas Exercises - Solutions.mp4	MP4	51.47 MB
10. Pandas Exercises - Solutions.srt	SRT	10 KB
2. Pandas Series.mp4	MP4	37.88 MB
2. Pandas Series.srt	SRT	12.49 KB
3. Pandas DataFrames - Part One.mp4	MP4	45.17 MB
3. Pandas DataFrames - Part One.srt	SRT	17.3 KB
4. Pandas DataFrames - Part Two.mp4	MP4	37.01 MB
4. Pandas DataFrames - Part Two.srt	SRT	13.6 KB
5. Pandas Missing Data.mp4	MP4	44.06 MB
5. Pandas Missing Data.srt	SRT	15.04 KB
6. GroupBy Operations.mp4	MP4	56.37 MB
6. GroupBy Operations.srt	SRT	13.98 KB
7. Pandas Operations.mp4	MP4	61.21 MB
7. Pandas Operations.srt	SRT	18.66 KB
8. Data Input and Output.mp4	MP4	93.49 MB
8. Data Input and Output.srt	SRT	16.94 KB
9. Pandas Exercises.mp4	MP4	23.48 MB
9. Pandas Exercises.srt	SRT	4.32 KB
Download Paid Udemy Courses For Free.url	URL	116 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

5. Visualization Crash Course

1. Introduction to Python Visualization.mp4	MP4	6.82 MB
1. Introduction to Python Visualization.srt	SRT	1.96 KB
2. Matplotlib Basics.mp4	MP4	41.03 MB
2. Matplotlib Basics.srt	SRT	13.4 KB
3. Seaborn Basics.mp4	MP4	91.85 MB
3. Seaborn Basics.srt	SRT	24.39 KB
4. Data Visualization Exercises.mp4	MP4	22.82 MB
4. Data Visualization Exercises.srt	SRT	5.08 KB
5. Data Visualization Exercises - Solutions.mp4	MP4	50.46 MB
5. Data Visualization Exercises - Solutions.srt	SRT	10.78 KB

6. Machine Learning Concepts Overview

1. What is Machine Learning.mp4	MP4	28.2 MB
1. What is Machine Learning.srt	SRT	8.13 KB
2. Supervised Learning Overview.mp4	MP4	40.03 MB
2. Supervised Learning Overview.srt	SRT	12.25 KB
3. Overfitting.mp4	MP4	26.32 MB
3. Overfitting.srt	SRT	11.81 KB
4. Evaluating Performance - Classification Error Metrics.mp4	MP4	82.69 MB
4. Evaluating Performance - Classification Error Metrics.srt	SRT	24.71 KB
5. Evaluating Performance - Regression Error Metrics.mp4	MP4	23.7 MB
5. Evaluating Performance - Regression Error Metrics.srt	SRT	8.4 KB
6. Unsupervised Learning.mp4	MP4	18.82 MB
6. Unsupervised Learning.srt	SRT	7.02 KB

7. Basic Artificial Neural Networks - ANNs

1. Introduction to ANN Section.mp4	MP4	9.71 MB
1. Introduction to ANN Section.srt	SRT	3.33 KB
10. Keras Syntax Basics - Part Two - Creating and Training the Model.mp4	MP4	84.64 MB
10. Keras Syntax Basics - Part Two - Creating and Training the Model.srt	SRT	19.91 KB
11. Keras Syntax Basics - Part Three - Model Evaluation.mp4	MP4	64.96 MB
11. Keras Syntax Basics - Part Three - Model Evaluation.srt	SRT	16.73 KB
12. Keras Regression Code Along - Exploratory Data Analysis.mp4	MP4	137.06 MB
12. Keras Regression Code Along - Exploratory Data Analysis.srt	SRT	25.83 KB
13. Keras Regression Code Along - Exploratory Data Analysis - Continued.mp4	MP4	76.18 MB
13. Keras Regression Code Along - Exploratory Data Analysis - Continued.srt	SRT	18.39 KB
14. Keras Regression Code Along - Data Preprocessing and Creating a Model.mp4	MP4	47.02 MB
14. Keras Regression Code Along - Data Preprocessing and Creating a Model.srt	SRT	11.78 KB
15. Keras Regression Code Along - Model Evaluation and Predictions.mp4	MP4	68.92 MB
15. Keras Regression Code Along - Model Evaluation and Predictions.srt	SRT	15.86 KB
16. Keras Classification Code Along - EDA and Preprocessing.mp4	MP4	56.15 MB
16. Keras Classification Code Along - EDA and Preprocessing.srt	SRT	11.16 KB
17. Keras Classification - Dealing with Overfitting and Evaluation.mp4	MP4	111.26 MB
17. Keras Classification - Dealing with Overfitting and Evaluation.srt	SRT	23.92 KB
18. TensorFlow 2.0 Keras Project Options Overview.mp4	MP4	7.86 MB
18. TensorFlow 2.0 Keras Project Options Overview.srt	SRT	2.5 KB
19. TensorFlow 2.0 Keras Project Notebook Overview.mp4	MP4	80.56 MB
19. TensorFlow 2.0 Keras Project Notebook Overview.srt	SRT	12.38 KB
2. Perceptron Model.mp4	MP4	47.81 MB
2. Perceptron Model.srt	SRT	14.59 KB
20. Keras Project Solutions - Exploratory Data Analysis.mp4	MP4	143.63 MB
20. Keras Project Solutions - Exploratory Data Analysis.srt	SRT	27.86 KB
21. Keras Project Solutions - Dealing with Missing Data.mp4	MP4	96.78 MB
21. Keras Project Solutions - Dealing with Missing Data.srt	SRT	20.41 KB
22. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4	MP4	85.4 MB
22. Keras Project Solutions - Dealing with Missing Data - Part Two.srt	SRT	17.1 KB
23. Keras Project Solutions - Categorical Data.mp4	MP4	125.03 MB
23. Keras Project Solutions - Categorical Data.srt	SRT	24.97 KB
24. Keras Project Solutions - Data PreProcessing.mp4	MP4	23.95 MB
24. Keras Project Solutions - Data PreProcessing.srt	SRT	4.99 KB
25. Keras Project Solutions - Creating and Training a Model.mp4	MP4	29.72 MB
25. Keras Project Solutions - Creating and Training a Model.srt	SRT	5.89 KB
26. Keras Project Solutions - Model Evaluation.mp4	MP4	63.18 MB
26. Keras Project Solutions - Model Evaluation.srt	SRT	13.42 KB
27. Tensorboard.mp4	MP4	144.18 MB
27. Tensorboard.srt	SRT	28.72 KB
3. Neural Networks.mp4	MP4	35.79 MB
3. Neural Networks.srt	SRT	10.78 KB
4. Activation Functions.mp4	MP4	62.52 MB
4. Activation Functions.srt	SRT	16.06 KB
5. Multi-Class Classification Considerations.mp4	MP4	45.89 MB
5. Multi-Class Classification Considerations.srt	SRT	15.94 KB
6. Cost Functions and Gradient Descent.mp4	MP4	75.67 MB
6. Cost Functions and Gradient Descent.srt	SRT	27.02 KB
7. Backpropagation.mp4	MP4	57.68 MB
7. Backpropagation.srt	SRT	20.3 KB
7.1 Great walkthrough for BackPropagation!.html	HTML	112 B
8. TensorFlow vs. Keras Explained.mp4	MP4	10.47 MB
8. TensorFlow vs. Keras Explained.srt	SRT	2.91 KB
9. Keras Syntax Basics - Part One - Preparing the Data.mp4	MP4	50.5 MB
9. Keras Syntax Basics - Part One - Preparing the Data.srt	SRT	14.73 KB
Download Paid Udemy Courses For Free.url	URL	116 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

8. Convolutional Neural Networks - CNNs

1. CNN Section Overview.mp4	MP4	7.52 MB
1. CNN Section Overview.srt	SRT	2.47 KB
10. CNN on CIFAR-10 - Part Two - Evaluating the Model.mp4	MP4	45.34 MB
10. CNN on CIFAR-10 - Part Two - Evaluating the Model.srt	SRT	10.48 KB
11. Downloading Data Set for Real Image Lectures.mp4	MP4	28.24 MB
11. Downloading Data Set for Real Image Lectures.srt	SRT	8.56 KB
11.1 Direct Link to Download cell_images.zip (Note You can't preview a zip file) Just download it..html	HTML	127 B
12. CNN on Real Image Files - Part One - Reading in the Data.mp4	MP4	80.69 MB
12. CNN on Real Image Files - Part One - Reading in the Data.srt	SRT	19.88 KB
13. CNN on Real Image Files - Part Two - Data Processing.mp4	MP4	87.93 MB
13. CNN on Real Image Files - Part Two - Data Processing.srt	SRT	22.93 KB
14. CNN on Real Image Files - Part Three - Creating the Model.mp4	MP4	90.63 MB
14. CNN on Real Image Files - Part Three - Creating the Model.srt	SRT	19.6 KB
15. CNN on Real Image Files - Part Four - Evaluating the Model.mp4	MP4	47.12 MB
15. CNN on Real Image Files - Part Four - Evaluating the Model.srt	SRT	11.99 KB
16. CNN Exercise Overview.mp4	MP4	17.88 MB
16. CNN Exercise Overview.srt	SRT	3.77 KB
17. CNN Exercise Solutions.mp4	MP4	56.03 MB
17. CNN Exercise Solutions.srt	SRT	11.6 KB
2. Image Filters and Kernels.mp4	MP4	72.34 MB
2. Image Filters and Kernels.srt	SRT	17.94 KB
3. Convolutional Layers.mp4	MP4	58 MB
3. Convolutional Layers.srt	SRT	20.76 KB
4. Pooling Layers.mp4	MP4	27.65 MB
4. Pooling Layers.srt	SRT	9.92 KB
5. MNIST Data Set Overview.mp4	MP4	21.11 MB
5. MNIST Data Set Overview.srt	SRT	6.94 KB
6. CNN on MNIST - Part One - The Data.mp4	MP4	59.82 MB
6. CNN on MNIST - Part One - The Data.srt	SRT	17.66 KB
7. CNN on MNIST - Part Two - Creating and Training the Model.mp4	MP4	98.92 MB
7. CNN on MNIST - Part Two - Creating and Training the Model.srt	SRT	23.34 KB
8. CNN on MNIST - Part Three - Model Evaluation.mp4	MP4	38.49 MB
8. CNN on MNIST - Part Three - Model Evaluation.srt	SRT	9.53 KB
9. CNN on CIFAR-10 - Part One - The Data.mp4	MP4	64.31 MB
9. CNN on CIFAR-10 - Part One - The Data.srt	SRT	16.46 KB

9. Recurrent Neural Networks - RNNs

1. RNN Section Overview.mp4	MP4	10.91 MB
1. RNN Section Overview.srt	SRT	3.97 KB
10. RNN on a Time Series - Part One.mp4	MP4	45.02 MB
10. RNN on a Time Series - Part One.srt	SRT	13.53 KB
11. RNN on a Time Series - Part Two.mp4	MP4	131.02 MB
11. RNN on a Time Series - Part Two.srt	SRT	31.4 KB
12. RNN Exercise.mp4	MP4	29.93 MB
12. RNN Exercise.srt	SRT	6.75 KB
13. RNN Exercise - Solutions.mp4	MP4	148.09 MB
13. RNN Exercise - Solutions.srt	SRT	32.2 KB
14. Bonus - Multivariate Time Series - RNN and LSTMs.mp4	MP4	149.33 MB
14. Bonus - Multivariate Time Series - RNN and LSTMs.srt	SRT	25.92 KB
2. RNN Basic Theory.mp4	MP4	29.98 MB
2. RNN Basic Theory.srt	SRT	11.4 KB
3. Vanishing Gradients.mp4	MP4	28.13 MB
3. Vanishing Gradients.srt	SRT	10.83 KB
4. LSTMS and GRU.mp4	MP4	41.95 MB
4. LSTMS and GRU.srt	SRT	16.71 KB
4.1 Wikipedia Article Describing LSTM Variants.html	HTML	113 B
4.2 How to choose between LSTM vs GRU.html	HTML	140 B
4.3 Famous Karpathy Blog Post.html	HTML	116 B
4.4 Great Blog Post on Exploring LSTM Neurons.html	HTML	109 B
5. RNN Batches.mp4	MP4	32.72 MB
5. RNN Batches.srt	SRT	11.87 KB
6. RNN on a Sine Wave - The Data.mp4	MP4	40.13 MB
6. RNN on a Sine Wave - The Data.srt	SRT	12.2 KB
7. RNN on a Sine Wave - Batch Generator.mp4	MP4	50.03 MB
7. RNN on a Sine Wave - Batch Generator.srt	SRT	11.26 KB
8. RNN on a Sine Wave - Creating the Model.mp4	MP4	83.8 MB
8. RNN on a Sine Wave - Creating the Model.srt	SRT	20.64 KB
9. RNN on a Sine Wave - LSTMs and Forecasting.mp4	MP4	83.49 MB
9. RNN on a Sine Wave - LSTMs and Forecasting.srt	SRT	17.94 KB

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How you can help GetFreeCourses.Co.txt

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Complete Tensorflow 2 and Keras Deep Learning Bootcamp

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