[ DevCourseWeb.com ] Udemy - Deep Learning with Google Colab

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/1. Getting started in Google Colab/1. Introduction.mp4

42 MB

~Get Your Files Here !/1. Getting started in Google Colab/1. Introduction.srt

3.7 kB

~Get Your Files Here !/1. Getting started in Google Colab/10. Section conclusion.mp4

14 MB

~Get Your Files Here !/1. Getting started in Google Colab/10. Section conclusion.srt

1.3 kB

~Get Your Files Here !/1. Getting started in Google Colab/2. Registering for a Google account.mp4

7.7 MB

~Get Your Files Here !/1. Getting started in Google Colab/2. Registering for a Google account.srt

1.7 kB

~Get Your Files Here !/1. Getting started in Google Colab/3. Navigating to Google Colab.mp4

16 MB

~Get Your Files Here !/1. Getting started in Google Colab/3. Navigating to Google Colab.srt

2.3 kB

~Get Your Files Here !/1. Getting started in Google Colab/4. Exploring your Google Colab Notebook.mp4

15 MB

~Get Your Files Here !/1. Getting started in Google Colab/4. Exploring your Google Colab Notebook.srt

2.6 kB

~Get Your Files Here !/1. Getting started in Google Colab/5. The definition of notebooks.mp4

12 MB

~Get Your Files Here !/1. Getting started in Google Colab/5. The definition of notebooks.srt

1.5 kB

~Get Your Files Here !/1. Getting started in Google Colab/6. Running your first Google Colab code cell.mp4

20 MB

~Get Your Files Here !/1. Getting started in Google Colab/6. Running your first Google Colab code cell.srt

5.1 kB

~Get Your Files Here !/1. Getting started in Google Colab/7. The markup language Markdown.mp4

16 MB

~Get Your Files Here !/1. Getting started in Google Colab/7. The markup language Markdown.srt

2.4 kB

~Get Your Files Here !/1. Getting started in Google Colab/8. Writing Markdown in Google Colab.mp4

12 MB

~Get Your Files Here !/1. Getting started in Google Colab/8. Writing Markdown in Google Colab.srt

3.1 kB

~Get Your Files Here !/1. Getting started in Google Colab/9. Writing LaTeX in Google Colab.mp4

18 MB

~Get Your Files Here !/1. Getting started in Google Colab/9. Writing LaTeX in Google Colab.srt

1.8 kB

~Get Your Files Here !/2. The ecosystem of Google Colab/1. Installing packages in Google Colab.mp4

37 MB

~Get Your Files Here !/2. The ecosystem of Google Colab/1. Installing packages in Google Colab.srt

5.2 kB

~Get Your Files Here !/2. The ecosystem of Google Colab/2. Working with files using Google Drive.mp4

35 MB

~Get Your Files Here !/2. The ecosystem of Google Colab/2. Working with files using Google Drive.srt

5.6 kB

~Get Your Files Here !/2. The ecosystem of Google Colab/3. Working with files directly in Google Colab.mp4

41 MB

~Get Your Files Here !/2. The ecosystem of Google Colab/3. Working with files directly in Google Colab.srt

6.5 kB

~Get Your Files Here !/2. The ecosystem of Google Colab/4. Sharing files via Google Drive.mp4

32 MB

~Get Your Files Here !/2. The ecosystem of Google Colab/4. Sharing files via Google Drive.srt

5.7 kB

~Get Your Files Here !/2. The ecosystem of Google Colab/5. Introduction to version control with Git and GitHub.mp4

58 MB

~Get Your Files Here !/2. The ecosystem of Google Colab/5. Introduction to version control with Git and GitHub.srt

5.9 kB

~Get Your Files Here !/2. The ecosystem of Google Colab/6. Sending Google Colab notebooks to GitHub.mp4

60 MB

~Get Your Files Here !/2. The ecosystem of Google Colab/6. Sending Google Colab notebooks to GitHub.srt

9.4 kB

~Get Your Files Here !/3. Introduction to PyTorch/1. Creating a tensor.mp4

61 MB

~Get Your Files Here !/3. Introduction to PyTorch/1. Creating a tensor.srt

9.6 kB

~Get Your Files Here !/3. Introduction to PyTorch/10. Saving and loading models.mp4

58 MB

~Get Your Files Here !/3. Introduction to PyTorch/10. Saving and loading models.srt

11 kB

~Get Your Files Here !/3. Introduction to PyTorch/11. Problem statement and setup.mp4

20 MB

~Get Your Files Here !/3. Introduction to PyTorch/11. Problem statement and setup.srt

4.9 kB

~Get Your Files Here !/3. Introduction to PyTorch/12. Approaches and solutions.mp4

53 MB

~Get Your Files Here !/3. Introduction to PyTorch/12. Approaches and solutions.srt

9.7 kB

~Get Your Files Here !/3. Introduction to PyTorch/2. Tensor operations.mp4

40 MB

~Get Your Files Here !/3. Introduction to PyTorch/2. Tensor operations.srt

8.2 kB

~Get Your Files Here !/3. Introduction to PyTorch/3. GPUs in the context of deep learning.mp4

71 MB

~Get Your Files Here !/3. Introduction to PyTorch/3. GPUs in the context of deep learning.srt

6.8 kB

~Get Your Files Here !/3. Introduction to PyTorch/4. Turning on your Colab GPU.mp4

19 MB

~Get Your Files Here !/3. Introduction to PyTorch/4. Turning on your Colab GPU.srt

6.0 kB

~Get Your Files Here !/3. Introduction to PyTorch/5. Limits of the Colab GPU.mp4

30 MB

~Get Your Files Here !/3. Introduction to PyTorch/5. Limits of the Colab GPU.srt

4.6 kB

~Get Your Files Here !/3. Introduction to PyTorch/6. Neural network basics.mp4

37 MB

~Get Your Files Here !/3. Introduction to PyTorch/6. Neural network basics.srt

4.8 kB

~Get Your Files Here !/3. Introduction to PyTorch/7. Gradients and backpropagation.mp4

77 MB

~Get Your Files Here !/3. Introduction to PyTorch/7. Gradients and backpropagation.srt

10 kB

~Get Your Files Here !/3. Introduction to PyTorch/8. Automatic differentiation in PyTorch.mp4

43 MB

~Get Your Files Here !/3. Introduction to PyTorch/8. Automatic differentiation in PyTorch.srt

9.5 kB

~Get Your Files Here !/3. Introduction to PyTorch/9. Training a model.mp4

45 MB

~Get Your Files Here !/3. Introduction to PyTorch/9. Training a model.srt

11 kB

~Get Your Files Here !/4. Working with datasets/1. Downloading a built-in dataset.mp4

40 MB

~Get Your Files Here !/4. Working with datasets/1. Downloading a built-in dataset.srt

7.7 kB

~Get Your Files Here !/4. Working with datasets/2. Working with PyTorch datasets.mp4

70 MB

~Get Your Files Here !/4. Working with datasets/2. Working with PyTorch datasets.srt

9.2 kB

~Get Your Files Here !/4. Working with datasets/3. Loading a dataset into Colab.mp4

33 MB

~Get Your Files Here !/4. Working with datasets/3. Loading a dataset into Colab.srt

6.2 kB

~Get Your Files Here !/4. Working with datasets/4. Building a PyTorch dataset.mp4

66 MB

~Get Your Files Here !/4. Working with datasets/4. Building a PyTorch dataset.srt

12 kB

~Get Your Files Here !/4. Working with datasets/5. Image augmentation fundamentals.mp4

69 MB

~Get Your Files Here !/4. Working with datasets/5. Image augmentation fundamentals.srt

9.6 kB

~Get Your Files Here !/4. Working with datasets/6. Image augmentation in PyTorch.mp4

82 MB

~Get Your Files Here !/4. Working with datasets/6. Image augmentation in PyTorch.srt

13 kB

~Get Your Files Here !/5. Recognizing handwritten digits/1. Downloading the dataset.mp4

32 MB

~Get Your Files Here !/5. Recognizing handwritten digits/1. Downloading the dataset.srt

5.5 kB

~Get Your Files Here !/5. Recognizing handwritten digits/2. Understanding the dataset.mp4

33 MB

~Get Your Files Here !/5. Recognizing handwritten digits/2. Understanding the dataset.srt

7.5 kB

~Get Your Files Here !/5. Recognizing handwritten digits/3. Implementing a starting solution.mp4

60 MB

~Get Your Files Here !/5. Recognizing handwritten digits/3. Implementing a starting solution.srt

11 kB

~Get Your Files Here !/5. Recognizing handwritten digits/4. Training and evaluating.mp4

30 MB

~Get Your Files Here !/5. Recognizing handwritten digits/4. Training and evaluating.srt

6.6 kB

~Get Your Files Here !/5. Recognizing handwritten digits/5. Choosing the size of input and output layers.mp4

54 MB

~Get Your Files Here !/5. Recognizing handwritten digits/5. Choosing the size of input and output layers.srt

6.5 kB

~Get Your Files Here !/5. Recognizing handwritten digits/6. Choosing the size of hidden layers.mp4

88 MB

~Get Your Files Here !/5. Recognizing handwritten digits/6. Choosing the size of hidden layers.srt

13 kB

~Get Your Files Here !/5. Recognizing handwritten digits/7. Loss functions.mp4

69 MB

~Get Your Files Here !/5. Recognizing handwritten digits/7. Loss functions.srt

8.9 kB

~Get Your Files Here !/5. Recognizing handwritten digits/8. Activation functions and weight initialization.mp4

77 MB

~Get Your Files Here !/5. Recognizing handwritten digits/8. Activation functions and weight initialization.srt

10 kB

~Get Your Files Here !/5. Recognizing handwritten digits/9. Optimizers.mp4

90 MB

~Get Your Files Here !/5. Recognizing handwritten digits/9. Optimizers.srt

11 kB

~Get Your Files Here !/6. Transfer learning for object recognition/1. Downloading the dataset.mp4

42 MB

~Get Your Files Here !/6. Transfer learning for object recognition/1. Downloading the dataset.srt

8.7 kB

~Get Your Files Here !/6. Transfer learning for object recognition/2. Understanding the dataset.mp4

51 MB

~Get Your Files Here !/6. Transfer learning for object recognition/2. Understanding the dataset.srt

8.9 kB

~Get Your Files Here !/6. Transfer learning for object recognition/3. What is transfer learning.mp4

92 MB

~Get Your Files Here !/6. Transfer learning for object recognition/3. What is transfer learning.srt

11 kB

~Get Your Files Here !/6. Transfer learning for object recognition/4. The transfer learning workflow.mp4

68 MB

~Get Your Files Here !/6. Transfer learning for object recognition/4. The transfer learning workflow.srt

9.3 kB

~Get Your Files Here !/6. Transfer learning for object recognition/5. Training and evaluating.mp4

41 MB

~Get Your Files Here !/6. Transfer learning for object recognition/5. Training and evaluating.srt

8.9 kB

~Get Your Files Here !/6. Transfer learning for object recognition/6. Pretrained models for transfer learning.mp4

63 MB

~Get Your Files Here !/6. Transfer learning for object recognition/6. Pretrained models for transfer learning.srt

8.2 kB

~Get Your Files Here !/7. Recognizing fashion items/1. Downloading the dataset.mp4

50 MB

~Get Your Files Here !/7. Recognizing fashion items/1. Downloading the dataset.srt

7.2 kB

~Get Your Files Here !/7. Recognizing fashion items/2. Understanding the dataset.mp4

33 MB

~Get Your Files Here !/7. Recognizing fashion items/2. Understanding the dataset.srt

7.2 kB

~Get Your Files Here !/7. Recognizing fashion items/3. Convolutional network fundamentals.mp4

88 MB

~Get Your Files Here !/7. Recognizing fashion items/3. Convolutional network fundamentals.srt

11 kB

~Get Your Files Here !/7. Recognizing fashion items/4. Implementation in PyTorch.mp4

49 MB

~Get Your Files Here !/7. Recognizing fashion items/4. Implementation in PyTorch.srt

9.6 kB

~Get Your Files Here !/7. Recognizing fashion items/5. Residual network fundamentals.mp4

57 MB

~Get Your Files Here !/7. Recognizing fashion items/5. Residual network fundamentals.srt

7.6 kB

~Get Your Files Here !/7. Recognizing fashion items/6. Residual blocks in convolutional networks.mp4

39 MB

~Get Your Files Here !/7. Recognizing fashion items/6. Residual blocks in convolutional networks.srt

6.6 kB

~Get Your Files Here !/7. Recognizing fashion items/7. Implementation in PyTorch.mp4

43 MB

~Get Your Files Here !/7. Recognizing fashion items/7. Implementation in PyTorch.srt

7.0 kB

~Get Your Files Here !/8. Deep learning best practices/1. General ensembling in machine learning.mp4

70 MB

~Get Your Files Here !/8. Deep learning best practices/1. General ensembling in machine learning.srt

8.7 kB

~Get Your Files Here !/8. Deep learning best practices/2. Ensembling in deep learning.mp4

66 MB

~Get Your Files Here !/8. Deep learning best practices/2. Ensembling in deep learning.srt

10 kB

~Get Your Files Here !/8. Deep learning best practices/3. Data versioning.mp4

45 MB

~Get Your Files Here !/8. Deep learning best practices/3. Data versioning.srt

6.8 kB

~Get Your Files Here !/8. Deep learning best practices/4. Reproducibility.mp4

28 MB

~Get Your Files Here !/8. Deep learning best practices/4. Reproducibility.srt

4.4 kB

~Get Your Files Here !/8. Deep learning best practices/5. When not to use deep learning.mp4

66 MB

~Get Your Files Here !/8. Deep learning best practices/5. When not to use deep learning.srt

8.8 kB

~Get Your Files Here !/Bonus Resources.txt

386 B