[DesireCourse.Net] Udemy - Tensorflow and Keras For Neural Networks and Deep Learning

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/1. Introduction to the Course.mp4

9.9 MB

1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/1. Introduction to the Course.vtt

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/10. Written Keras Installation Instructions.html

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/2. Data and Scripts For the Course.html

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/2.1 Data.zip.zip

532 MB

1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/3. Python Data Science Environment.mp4

94 MB

1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/3. Python Data Science Environment.vtt

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/4. For Mac Users.mp4

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/4. For Mac Users.vtt

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/5. Introduction to IPython.mp4

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/5. Introduction to IPython.vtt

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/6. Install Tensorflow.mp4

168 MB

1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/6. Install Tensorflow.vtt

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/7. Written Tensorflow Installation Instructions.html

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/8. Install Keras on Windows 10.mp4

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/8. Install Keras on Windows 10.vtt

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/9. Install Keras on Mac.mp4

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1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/9. Install Keras on Mac.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/1. Introduction to CNN.mp4

184 MB

10. Convolution Neural Network (CNN) For Image Analysis/1. Introduction to CNN.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/10. CNN With Keras.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/10. CNN With Keras.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/10.1 cnn_keras.txt.txt

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10. Convolution Neural Network (CNN) For Image Analysis/11. CNN on Image Data with Keras-Part 1.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/11. CNN on Image Data with Keras-Part 1.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/12. CNN on Image Data with Keras-Part 2.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/12. CNN on Image Data with Keras-Part 2.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/12.1 planesnet.json.json

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10. Convolution Neural Network (CNN) For Image Analysis/12.2 cnn_keras-planets.txt.txt

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10. Convolution Neural Network (CNN) For Image Analysis/2. Implement a CNN for Multi-Class Supervised Classification.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/2. Implement a CNN for Multi-Class Supervised Classification.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/3. Activation Functions.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/3. Activation Functions.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/4. More on CNN.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/4. More on CNN.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/5. Pre-Requisite For Working With Imagery Data.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/5. Pre-Requisite For Working With Imagery Data.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/5.1 Lecture 64_cnn image.txt.txt

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10. Convolution Neural Network (CNN) For Image Analysis/6. CNN on Image Data-Part 1.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/6. CNN on Image Data-Part 1.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/6.1 Lecture 65_cnn_cat dog.txt.txt

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10. Convolution Neural Network (CNN) For Image Analysis/7. CNN on Image Data-Part 2.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/7. CNN on Image Data-Part 2.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/7.1 NIKEAD.zip.zip

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10. Convolution Neural Network (CNN) For Image Analysis/7.2 tflearn_shoes.txt.txt

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10. Convolution Neural Network (CNN) For Image Analysis/8. More on TFLearn.mp4

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10. Convolution Neural Network (CNN) For Image Analysis/8. More on TFLearn.vtt

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10. Convolution Neural Network (CNN) For Image Analysis/8.1 Lecture 66_cnn_planet.txt.txt

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10. Convolution Neural Network (CNN) For Image Analysis/9. CNN Workflow for Keras.mp4

36 MB

10. Convolution Neural Network (CNN) For Image Analysis/9. CNN Workflow for Keras.vtt

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11. Autoencoders With Convolution Neural Networks (CNN)/1. Autoencoders for With CNN- Tensorflow.mp4

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11. Autoencoders With Convolution Neural Networks (CNN)/1. Autoencoders for With CNN- Tensorflow.vtt

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11. Autoencoders With Convolution Neural Networks (CNN)/2. Autoencoders for With CNN- Keras.mp4

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11. Autoencoders With Convolution Neural Networks (CNN)/2. Autoencoders for With CNN- Keras.vtt

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11. Autoencoders With Convolution Neural Networks (CNN)/2.1 keras auto.txt.txt

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12. Recurrent Neural Networks (RNN)/1. Theory Behind RNNs.mp4

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12. Recurrent Neural Networks (RNN)/1. Theory Behind RNNs.vtt

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12. Recurrent Neural Networks (RNN)/2. LSTM For Time Series Data.mp4

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12. Recurrent Neural Networks (RNN)/2. LSTM For Time Series Data.vtt

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12. Recurrent Neural Networks (RNN)/2.1 international-airline-passengers.csv.csv

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12. Recurrent Neural Networks (RNN)/3. LSTM for Predicting Stock Prices.mp4

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12. Recurrent Neural Networks (RNN)/3. LSTM for Predicting Stock Prices.vtt

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12. Recurrent Neural Networks (RNN)/3.1 all_stocks_5yr.csv.csv

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12. Recurrent Neural Networks (RNN)/3.2 lstm_stock.txt.txt

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13. Miscellaneous Section/1. Use Colabs for Jupyter Data Science.mp4

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13. Miscellaneous Section/1. Use Colabs for Jupyter Data Science.vtt

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13. Miscellaneous Section/1.1 colab.txt.txt

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2. Introduction to Python Data Science Packages/1. Python Packages for Data Science.mp4

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2. Introduction to Python Data Science Packages/1. Python Packages for Data Science.vtt

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2. Introduction to Python Data Science Packages/2. Introduction to Numpy.mp4

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2. Introduction to Python Data Science Packages/2. Introduction to Numpy.vtt

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2. Introduction to Python Data Science Packages/3. Create Numpy Arrays.mp4

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2. Introduction to Python Data Science Packages/3. Create Numpy Arrays.vtt

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2. Introduction to Python Data Science Packages/3.1 numpy create.txt.txt

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2. Introduction to Python Data Science Packages/4. Numpy Operations.mp4

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2. Introduction to Python Data Science Packages/4. Numpy Operations.vtt

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2. Introduction to Python Data Science Packages/4.1 numpy op.txt.txt

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2. Introduction to Python Data Science Packages/5. Numpy for Statistical Operation.mp4

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2. Introduction to Python Data Science Packages/5. Numpy for Statistical Operation.vtt

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2. Introduction to Python Data Science Packages/5.1 numpy stats.txt.txt

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2. Introduction to Python Data Science Packages/6. Introduction to Pandas.mp4

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2. Introduction to Python Data Science Packages/6. Introduction to Pandas.vtt

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2. Introduction to Python Data Science Packages/7. Read in Data from CSV.mp4

54 MB

2. Introduction to Python Data Science Packages/7. Read in Data from CSV.vtt

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2. Introduction to Python Data Science Packages/7.1 bostonTxt.txt.txt

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2. Introduction to Python Data Science Packages/7.2 read csv_pd.txt.txt

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2. Introduction to Python Data Science Packages/7.3 winequality-red.csv.csv

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2. Introduction to Python Data Science Packages/7.4 Resp2.csv.csv

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2. Introduction to Python Data Science Packages/8. Read in Data from Excel.mp4

42 MB

2. Introduction to Python Data Science Packages/8. Read in Data from Excel.vtt

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2. Introduction to Python Data Science Packages/8.1 boston1.xls.xls

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2. Introduction to Python Data Science Packages/8.2 read excel_pd.txt.txt

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2. Introduction to Python Data Science Packages/9. Basic Data Cleaning.mp4

38 MB

2. Introduction to Python Data Science Packages/9. Basic Data Cleaning.vtt

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3. Introduction to TensorFlow/1. A Brief Touchdown.mp4

21 MB

3. Introduction to TensorFlow/1. A Brief Touchdown.vtt

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3. Introduction to TensorFlow/2. A Brief Touchdown Computational Graphs.mp4

11 MB

3. Introduction to TensorFlow/2. A Brief Touchdown Computational Graphs.vtt

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3. Introduction to TensorFlow/3. Common Mathematical Operators in Tensorflow.html

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3. Introduction to TensorFlow/4. A Tensorflow Session.mp4

28 MB

3. Introduction to TensorFlow/4. A Tensorflow Session.vtt

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3. Introduction to TensorFlow/4.1 Lecture 17_tf session.txt.txt

550 B

3. Introduction to TensorFlow/5. Interactive Tensorflow Session.mp4

11 MB

3. Introduction to TensorFlow/5. Interactive Tensorflow Session.vtt

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3. Introduction to TensorFlow/5.1 Lecture 18_interactive session.txt.txt

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3. Introduction to TensorFlow/6. Constants and Variables in Tensorflow.mp4

26 MB

3. Introduction to TensorFlow/6. Constants and Variables in Tensorflow.vtt

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3. Introduction to TensorFlow/6.1 Lecture 19_constant var.txt.txt

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3. Introduction to TensorFlow/7. Placeholders in Tensorflow.mp4

32 MB

3. Introduction to TensorFlow/7. Placeholders in Tensorflow.vtt

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3. Introduction to TensorFlow/7.1 Lecture 26_place.txt.txt

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4. Introduction to Keras/1. What is Keras.mp4

24 MB

4. Introduction to Keras/1. What is Keras.vtt

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5. Some Preliminary Tensorflow and Keras Applications/1. Theory of Linear Regression (OLS).mp4

113 MB

5. Some Preliminary Tensorflow and Keras Applications/1. Theory of Linear Regression (OLS).vtt

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5. Some Preliminary Tensorflow and Keras Applications/10. Accuracy Assessment For Binary Classification.mp4

63 MB

5. Some Preliminary Tensorflow and Keras Applications/10. Accuracy Assessment For Binary Classification.vtt

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5. Some Preliminary Tensorflow and Keras Applications/11. Linear Classification with Binary Classification With Mixed Predictors.mp4

89 MB

5. Some Preliminary Tensorflow and Keras Applications/11. Linear Classification with Binary Classification With Mixed Predictors.vtt

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5. Some Preliminary Tensorflow and Keras Applications/11.1 titanic.csv.csv

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5. Some Preliminary Tensorflow and Keras Applications/11.2 Lecture 38_Linear classifier_mixed pred.txt.txt

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5. Some Preliminary Tensorflow and Keras Applications/12. Softmax Classification With Tensorflow.mp4

70 MB

5. Some Preliminary Tensorflow and Keras Applications/12. Softmax Classification With Tensorflow.vtt

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5. Some Preliminary Tensorflow and Keras Applications/2. OLS From First Principles.mp4

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5. Some Preliminary Tensorflow and Keras Applications/2. OLS From First Principles.vtt

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5. Some Preliminary Tensorflow and Keras Applications/2.1 Lecture 29_ols reg.txt.txt

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5. Some Preliminary Tensorflow and Keras Applications/3. Visualize the Results of OLS.mp4

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5. Some Preliminary Tensorflow and Keras Applications/3. Visualize the Results of OLS.vtt

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5. Some Preliminary Tensorflow and Keras Applications/3.1 Lecture 30_Viz.txt.txt

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5. Some Preliminary Tensorflow and Keras Applications/4. Multiple Regression With Tensorflow-Part 1.mp4

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5. Some Preliminary Tensorflow and Keras Applications/4. Multiple Regression With Tensorflow-Part 1.vtt

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5. Some Preliminary Tensorflow and Keras Applications/4.1 Lecture 31_ML Reg.txt.txt

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5. Some Preliminary Tensorflow and Keras Applications/5. Estimate With Tensorflow Estimators.mp4

12 MB

5. Some Preliminary Tensorflow and Keras Applications/5. Estimate With Tensorflow Estimators.vtt

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5. Some Preliminary Tensorflow and Keras Applications/6. Multiple Regression With Tensorflow Estimators.mp4

59 MB

5. Some Preliminary Tensorflow and Keras Applications/6. Multiple Regression With Tensorflow Estimators.vtt

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5. Some Preliminary Tensorflow and Keras Applications/7. More on Linear Regressor Estimator.mp4

99 MB

5. Some Preliminary Tensorflow and Keras Applications/7. More on Linear Regressor Estimator.vtt

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5. Some Preliminary Tensorflow and Keras Applications/7.1 Lecture 34_linear regressor_csv data.txt.txt

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5. Some Preliminary Tensorflow and Keras Applications/7.2 listings.csv.csv

14 MB

5. Some Preliminary Tensorflow and Keras Applications/8. GLM Generalized Linear Model.mp4

46 MB

5. Some Preliminary Tensorflow and Keras Applications/8. GLM Generalized Linear Model.vtt

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5. Some Preliminary Tensorflow and Keras Applications/9. Linear Classifier For Binary Classification.mp4

107 MB

5. Some Preliminary Tensorflow and Keras Applications/9. Linear Classifier For Binary Classification.vtt

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5. Some Preliminary Tensorflow and Keras Applications/9.1 creditcard.csv.csv

144 MB

5. Some Preliminary Tensorflow and Keras Applications/9.2 Lecture 36_linear classifier python.txt.txt

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6. Some Basic Concepts/1. What is Machine Learning.mp4

91 MB

6. Some Basic Concepts/1. What is Machine Learning.vtt

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6. Some Basic Concepts/2. Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks).mp4

107 MB

6. Some Basic Concepts/2. Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks).vtt

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7. Unsupervised Learning With Tensorflow and Keras/1. What is Unsupervised Learning.mp4

31 MB

7. Unsupervised Learning With Tensorflow and Keras/1. What is Unsupervised Learning.vtt

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7. Unsupervised Learning With Tensorflow and Keras/2. Autoencoders for Unsupervised Classification.mp4

21 MB

7. Unsupervised Learning With Tensorflow and Keras/2. Autoencoders for Unsupervised Classification.vtt

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7. Unsupervised Learning With Tensorflow and Keras/3. Autoencoders in Tensorflow (Binary Class Problem).mp4

71 MB

7. Unsupervised Learning With Tensorflow and Keras/3. Autoencoders in Tensorflow (Binary Class Problem).vtt

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7. Unsupervised Learning With Tensorflow and Keras/3.1 creditcard.csv.csv

144 MB

7. Unsupervised Learning With Tensorflow and Keras/3.2 Lecture 44_autoencoder_binary.txt.txt

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7. Unsupervised Learning With Tensorflow and Keras/4. Autoencoders in Tensorflow (Multiple Classes).mp4

56 MB

7. Unsupervised Learning With Tensorflow and Keras/4. Autoencoders in Tensorflow (Multiple Classes).vtt

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7. Unsupervised Learning With Tensorflow and Keras/5. Autoencoders in Keras (Simple).mp4

53 MB

7. Unsupervised Learning With Tensorflow and Keras/5. Autoencoders in Keras (Simple).vtt

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7. Unsupervised Learning With Tensorflow and Keras/5.1 Lecture 47_keras_autoencoder.txt.txt

2.4 kB

7. Unsupervised Learning With Tensorflow and Keras/6. Autoencoders in Keras (Sparsity Constraints).mp4

38 MB

7. Unsupervised Learning With Tensorflow and Keras/6. Autoencoders in Keras (Sparsity Constraints).vtt

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7. Unsupervised Learning With Tensorflow and Keras/6.1 Lecture 48_keras_auto-regu.txt.txt

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7. Unsupervised Learning With Tensorflow and Keras/7. Deep Autoencoder With Keras.mp4

68 MB

7. Unsupervised Learning With Tensorflow and Keras/7. Deep Autoencoder With Keras.vtt

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7. Unsupervised Learning With Tensorflow and Keras/7.1 creditcard.csv.csv

144 MB

7. Unsupervised Learning With Tensorflow and Keras/7.2 Lecture 49_deep auto.txt.txt

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8. Neural Network for Tensorflow & Keras/1. Multi Layer Perceptron (MLP) with Tensorflow.mp4

61 MB

8. Neural Network for Tensorflow & Keras/1. Multi Layer Perceptron (MLP) with Tensorflow.vtt

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8. Neural Network for Tensorflow & Keras/1.1 Lecture 49_mlp_mnist.txt.txt

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8. Neural Network for Tensorflow & Keras/2. Multi Layer Perceptron (MLP) With Keras.mp4

32 MB

8. Neural Network for Tensorflow & Keras/2. Multi Layer Perceptron (MLP) With Keras.vtt

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8. Neural Network for Tensorflow & Keras/2.1 lect 50_keras-mlp1.txt.txt

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8. Neural Network for Tensorflow & Keras/3. Keras MLP For Binary Classification.mp4

37 MB

8. Neural Network for Tensorflow & Keras/3. Keras MLP For Binary Classification.vtt

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8. Neural Network for Tensorflow & Keras/3.1 lect 50_keras mlp-binary.txt.txt

1.4 kB

8. Neural Network for Tensorflow & Keras/3.2 sonar.csv.csv

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8. Neural Network for Tensorflow & Keras/4. Keras MLP for Multiclass Classification.mp4

51 MB

8. Neural Network for Tensorflow & Keras/4. Keras MLP for Multiclass Classification.vtt

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8. Neural Network for Tensorflow & Keras/4.1 lect 51_keras mlp-mc.txt.txt

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8. Neural Network for Tensorflow & Keras/4.2 iris1.csv.csv

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8. Neural Network for Tensorflow & Keras/5. Keras MLP for Regression.mp4

30 MB

8. Neural Network for Tensorflow & Keras/5. Keras MLP for Regression.vtt

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8. Neural Network for Tensorflow & Keras/5.1 housing.csv.csv

48 kB

8. Neural Network for Tensorflow & Keras/5.2 lect 52_keras-regression.txt.txt

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9. Deep Learning For Tensorflow & Keras/1. What is Artificial Intelligence.mp4

100 MB

9. Deep Learning For Tensorflow & Keras/1. What is Artificial Intelligence.vtt

9.1 kB

9. Deep Learning For Tensorflow & Keras/2. Deep Neural Network (DNN) Classifier With Tensorflow.mp4

63 MB

9. Deep Learning For Tensorflow & Keras/2. Deep Neural Network (DNN) Classifier With Tensorflow.vtt

6.0 kB

9. Deep Learning For Tensorflow & Keras/2.1 Iris.csv.csv

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9. Deep Learning For Tensorflow & Keras/2.2 Lecture 54_dnnclass.txt.txt

1.2 kB

9. Deep Learning For Tensorflow & Keras/3. Deep Neural Network (DNN) Classifier With Mixed Predictors.mp4

84 MB

9. Deep Learning For Tensorflow & Keras/3. Deep Neural Network (DNN) Classifier With Mixed Predictors.vtt

6.7 kB

9. Deep Learning For Tensorflow & Keras/3.1 titanic.csv.csv

60 kB

9. Deep Learning For Tensorflow & Keras/3.2 Lecture 55_dnnclass_titanic.txt.txt

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9. Deep Learning For Tensorflow & Keras/4. Deep Neural Network (DNN) Regression With Tensorflow.mp4

51 MB

9. Deep Learning For Tensorflow & Keras/4. Deep Neural Network (DNN) Regression With Tensorflow.vtt

4.6 kB

9. Deep Learning For Tensorflow & Keras/4.1 Lecture 56_dnnreg.txt.txt

1.1 kB

9. Deep Learning For Tensorflow & Keras/5. Wide & Deep Learning (Tensorflow).mp4

123 MB

9. Deep Learning For Tensorflow & Keras/5. Wide & Deep Learning (Tensorflow).vtt

9.6 kB

9. Deep Learning For Tensorflow & Keras/5.1 Lecture 57_dnn_wide-deep.txt.txt

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9. Deep Learning For Tensorflow & Keras/6. DNN Classifier With Keras.mp4

30 MB

9. Deep Learning For Tensorflow & Keras/6. DNN Classifier With Keras.vtt

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9. Deep Learning For Tensorflow & Keras/6.1 pima-indians-diabetes.csv.csv

23 kB

9. Deep Learning For Tensorflow & Keras/6.2 lect 58_dnn-keras.txt.txt

880 B

9. Deep Learning For Tensorflow & Keras/7. DNN Classifier With Keras-Example 2.mp4

42 MB

9. Deep Learning For Tensorflow & Keras/7. DNN Classifier With Keras-Example 2.vtt

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9. Deep Learning For Tensorflow & Keras/7.1 lect 59_dnn_keras-2.txt.txt

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9. Deep Learning For Tensorflow & Keras/7.2 creditcard.csv.csv

144 MB

[CourseClub.Me].url

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