FreeCourseLab com Udemy Deep Learning Convolutional Neural Networks in Python

FreeCourseLab com Udemy Deep Learning Convolutional Neural Networks in Python

Name	[FreeCourseLab.com] Udemy - Deep Learning Convolutional Neural Networks in Python	DOWNLOAD Copy Link
Total Size	1.1 GB
Total Files	95
Last Seen	2024-11-16 23:37
Hash	B0BFA9D7271AE0D8F1F09387CBF105D8954157C8

/1. Outline and Review/
1. Introduction and Outline.mp4	3.1 MB
1. Introduction and Outline.srt	3.6 KB
2. Review of Important Concepts.mp4	6.0 MB
2. Review of Important Concepts.srt	6.5 KB
3. Where to get the code and data for this course.mp4	5.9 MB
3. Where to get the code and data for this course.srt	5.0 KB
4. How to Succeed in this Course.mp4	6.7 MB
4. How to Succeed in this Course.srt	4.4 KB
5. Tensorflow or Theano - Your Choice!.mp4	19.8 MB
5. Tensorflow or Theano - Your Choice!.srt	6.1 KB
6. How to load the SVHN data and benchmark a vanilla deep network.mp4	10.6 MB
6. How to load the SVHN data and benchmark a vanilla deep network.srt	4.5 KB
/2. Convolution/
1. Real-Life Examples of Convolution.mp4	86.2 MB
1. Real-Life Examples of Convolution.srt	9.5 KB
2. Beginner's Guide to Convolution.mp4	36.0 MB
2. Beginner's Guide to Convolution.srt	8.4 KB
3. What is convolution.mp4	9.0 MB
3. What is convolution.srt	9.6 KB
4. Convolution example with audio Echo.mp4	12.7 MB
4. Convolution example with audio Echo.srt	6.9 KB
5. Convolution example with images Gaussian Blur.mp4	12.8 MB
5. Convolution example with images Gaussian Blur.srt	4.2 KB
6. Convolution example with images Edge Detection.mp4	8.3 MB
6. Convolution example with images Edge Detection.srt	3.3 KB
7. Write Convolution Yourself.mp4	19.2 MB
7. Write Convolution Yourself.srt	11.9 KB
8. Alternative Views on Convolution.mp4	10.7 MB
8. Alternative Views on Convolution.srt	8.9 KB
/3. Convolutional Neural Network Description/
1. Translational Invariance.mp4	3.8 MB
1. Translational Invariance.srt	4.2 KB
2. Architecture of a CNN.mp4	8.9 MB
2. Architecture of a CNN.srt	8.5 KB
3. Convolution on 3-D Images.mp4	9.0 MB
3. Convolution on 3-D Images.srt	15.0 KB
4. Tracking Shapes in a CNN.mp4	13.9 MB
4. Tracking Shapes in a CNN.srt	21.8 KB
5. Relationship to Biology.mp4	4.1 MB
5. Relationship to Biology.srt	3.8 KB
6. Convolution and Pooling Gradients.mp4	4.4 MB
6. Convolution and Pooling Gradients.srt	4.7 KB
7. LeNet - How the Shapes Go Together.mp4	22.7 MB
7. LeNet - How the Shapes Go Together.srt	20.2 KB
/4. Convolutional Neural Network in Theano/
1. Theano - Building the CNN components.mp4	7.3 MB
1. Theano - Building the CNN components.srt	7.4 KB
2. Theano - Full CNN and Test on SVHN.mp4	41.3 MB
2. Theano - Full CNN and Test on SVHN.srt	7.1 KB
3. Visualizing the Learned Filters.mp4	9.4 MB
3. Visualizing the Learned Filters.srt	6.0 KB
/5. Convolutional Neural Network in TensorFlow/
1. TensorFlow - Building the CNN components.mp4	6.2 MB
1. TensorFlow - Building the CNN components.srt	6.4 KB
2. TensorFlow - Full CNN and Test on SVHN.mp4	82.9 MB
2. TensorFlow - Full CNN and Test on SVHN.srt	6.0 KB
/6. Practical Tips/
1. Practical Image Processing Tips.mp4	5.2 MB
1. Practical Image Processing Tips.srt	5.5 KB
2. Advanced CNNs and how to Design your Own.mp4	20.5 MB
2. Advanced CNNs and how to Design your Own.srt	16.2 KB
/7. Project Facial Expression Recognition/
1. Facial Expression Recognition Project Introduction.mp4	10.3 MB
1. Facial Expression Recognition Project Introduction.srt	7.1 KB
2. Facial Expression Recognition Problem Description.mp4	22.5 MB
2. Facial Expression Recognition Problem Description.srt	20.2 KB
3. The class imbalance problem.mp4	10.6 MB
3. The class imbalance problem.srt	9.2 KB
4. Utilities walkthrough.mp4	14.1 MB
4. Utilities walkthrough.srt	6.9 KB
5. Convolutional Net in Theano.mp4	54.2 MB
5. Convolutional Net in Theano.srt	20.1 KB
6. Convolutional Net in TensorFlow.mp4	50.0 MB
6. Convolutional Net in TensorFlow.srt	18.2 KB
7. Facial Expression Recognition Project Summary.mp4	3.0 MB
7. Facial Expression Recognition Project Summary.srt	1.8 KB
/8. Appendix/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.srt	3.9 KB
10. Is Theano Dead.mp4	18.7 MB
10. Is Theano Dead.srt	14.1 KB
11. What order should I take your courses in (part 1).mp4	30.8 MB
11. What order should I take your courses in (part 1).srt	17.5 KB
12. What order should I take your courses in (part 2).mp4	39.4 MB
12. What order should I take your courses in (part 2).srt	25.7 KB
2. Windows-Focused Environment Setup 2018.mp4	195.5 MB
2. Windows-Focused Environment Setup 2018.srt	22.2 KB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.0 MB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	17.2 KB
4. How to Code by Yourself (part 1).mp4	25.7 MB
4. How to Code by Yourself (part 1).srt	28.4 KB
5. How to Code by Yourself (part 2).mp4	15.5 MB
5. How to Code by Yourself (part 2).srt	16.5 KB
6. How to Uncompress a .tar.gz file.mp4	5.7 MB
6. How to Uncompress a .tar.gz file.srt	4.5 KB
7. How to Succeed in this Course (Long Version).mp4	19.2 MB
7. How to Succeed in this Course (Long Version).srt	15.8 KB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.8 MB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt	34.7 KB
9. Python 2 vs Python 3.mp4	8.2 MB
9. Python 2 vs Python 3.srt	6.8 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 95