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Autoencoder for Dimensionality Reduction.mp4 117.5 MB 11. AutoEncoders/3. Autoencoder for Dimensionality Reduction.srt 28 KB 11. AutoEncoders/4. Autoencoder for Images - Part One.mp4 94.1 MB 11. AutoEncoders/4. Autoencoder for Images - Part One.srt 23.5 KB 11. AutoEncoders/5. Autoencoder for Images - Part Two - Noise Removal.mp4 60.5 MB 11. AutoEncoders/5. Autoencoder for Images - Part Two - Noise Removal.srt 11.3 KB 11. AutoEncoders/6. Autoencoder Exercise Overview.mp4 33.9 MB 11. AutoEncoders/6. Autoencoder Exercise Overview.srt 5.2 KB 11. AutoEncoders/7. Autoencoder Exercise - Solutions.mp4 77.8 MB 11. AutoEncoders/7. Autoencoder Exercise - Solutions.srt 13.9 KB 12. Generative Adversarial Networks/1. GANs Overview.mp4 53.9 MB 12. Generative Adversarial Networks/1. GANs Overview.srt 11.7 KB 12. Generative Adversarial Networks/2. Creating a GAN - Part One- The Data.mp4 19.1 MB 12. Generative Adversarial Networks/2. Creating a GAN - Part One- The Data.srt 6.5 KB 12. Generative Adversarial Networks/3. Creating a GAN - Part Two - The Model.mp4 69.8 MB 12. Generative Adversarial Networks/3. Creating a GAN - Part Two - The Model.srt 17.3 KB 12. Generative Adversarial Networks/4. Creating a GAN - Part Three - Model Training.mp4 131.6 MB 12. Generative Adversarial Networks/4. Creating a GAN - Part Three - Model Training.srt 34.2 KB 12. Generative Adversarial Networks/5. DCGAN - Deep Convolutional Generative Adversarial Networks.mp4 57.2 MB 12. Generative Adversarial Networks/5. DCGAN - Deep Convolutional Generative Adversarial Networks.srt 9.6 KB 13. Deployment/1. Introduction to Deployment.mp4 23.4 MB 13. Deployment/1. Introduction to Deployment.srt 5.4 KB 13. Deployment/2. Creating the Model.mp4 87.1 MB 13. Deployment/2. Creating the Model.srt 22.2 KB 13. Deployment/3. Model Prediction Function.mp4 53 MB 13. Deployment/3. Model Prediction Function.srt 12.4 KB 13. Deployment/4. Running a Basic Flask Application.mp4 62 MB 13. Deployment/4. Running a Basic Flask Application.srt 15.2 KB 13. Deployment/5. Flask Postman API.mp4 69.1 MB 13. Deployment/5. Flask Postman API.srt 15 KB 13. Deployment/6. Flask API - Using Requests Programmatically.mp4 19.9 MB 13. Deployment/6. Flask API - Using Requests Programmatically.srt 5.7 KB 13. Deployment/7. Flask Front End.mp4 149.6 MB 13. Deployment/7. Flask Front End.srt 26.3 KB 13. Deployment/8. Live Deployment to the Web.mp4 126.5 MB 13. Deployment/8. Live Deployment to the Web.srt 24.4 KB 2. COURSE OVERVIEW CONFIRMATION/1. PLEASE WATCH COURSE OVERVIEW LECTURE.html 165 B 3. NumPy Crash Course/1. Introduction to NumPy.mp4 11.4 MB 3. NumPy Crash Course/1. Introduction to NumPy.srt 3.5 KB 3. NumPy Crash Course/2. NumPy Arrays.mp4 88.6 MB 3. NumPy Crash Course/2. NumPy Arrays.srt 27.4 KB 3. NumPy Crash Course/3. Numpy Index Selection.mp4 46.4 MB 3. NumPy Crash Course/3. Numpy Index Selection.srt 15.1 KB 3. NumPy Crash Course/4. NumPy Operations.mp4 48.6 MB 3. NumPy Crash Course/4. NumPy Operations.srt 11.7 KB 3. NumPy Crash Course/5. NumPy Exercises.mp4 11.5 MB 3. NumPy Crash Course/5. NumPy Exercises.srt 2.1 KB 3. NumPy Crash Course/6. Numpy Exercises - Solutions.mp4 48.6 MB 3. NumPy Crash Course/6. Numpy Exercises - Solutions.srt 10.7 KB 4. Pandas Crash Course/1. Introduction to Pandas.mp4 25.5 MB 4. Pandas Crash Course/1. Introduction to Pandas.srt 6.1 KB 4. Pandas Crash Course/10. Pandas Exercises - Solutions.mp4 51.5 MB 4. Pandas Crash Course/10. Pandas Exercises - Solutions.srt 10 KB 4. Pandas Crash Course/2. Pandas Series.mp4 37.9 MB 4. Pandas Crash Course/2. Pandas Series.srt 12.5 KB 4. Pandas Crash Course/3. Pandas DataFrames - Part One.mp4 45.2 MB 4. Pandas Crash Course/3. Pandas DataFrames - Part One.srt 17.3 KB 4. Pandas Crash Course/4. Pandas DataFrames - Part Two.mp4 37 MB 4. Pandas Crash Course/4. Pandas DataFrames - Part Two.srt 13.6 KB 4. Pandas Crash Course/5. Pandas Missing Data.mp4 44.1 MB 4. Pandas Crash Course/5. Pandas Missing Data.srt 15 KB 4. Pandas Crash Course/6. GroupBy Operations.mp4 56.4 MB 4. Pandas Crash Course/6. GroupBy Operations.srt 14 KB 4. Pandas Crash Course/7. Pandas Operations.mp4 61.2 MB 4. Pandas Crash Course/7. Pandas Operations.srt 18.7 KB 4. Pandas Crash Course/8. Data Input and Output.mp4 93.5 MB 4. Pandas Crash Course/8. Data Input and Output.srt 16.9 KB 4. Pandas Crash Course/9. Pandas Exercises.mp4 23.5 MB 4. Pandas Crash Course/9. Pandas Exercises.srt 4.3 KB 5. Visualization Crash Course/1. Introduction to Python Visualization.mp4 6.8 MB 5. Visualization Crash Course/1. Introduction to Python Visualization.srt 2 KB 5. Visualization Crash Course/2. Matplotlib Basics.mp4 41 MB 5. Visualization Crash Course/2. Matplotlib Basics.srt 13.4 KB 5. Visualization Crash Course/3. Seaborn Basics.mp4 91.8 MB