[ FreeCourseWeb.com ] Udemy - Deep Learning for NLP - Part 7

File Name

Size

Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/1. Introduction to Model Compression/1. Introduction.mp4

5.9 MB

~Get Your Files Here !/1. Introduction to Model Compression/1. Introduction.srt

1.5 kB

~Get Your Files Here !/1. Introduction to Model Compression/2. Need for compression of deep learning models.mp4

86 MB

~Get Your Files Here !/1. Introduction to Model Compression/2. Need for compression of deep learning models.srt

18 kB

~Get Your Files Here !/1. Introduction to Model Compression/3. Broad overview of popular ways of model compression.mp4

69 MB

~Get Your Files Here !/1. Introduction to Model Compression/3. Broad overview of popular ways of model compression.srt

18 kB

~Get Your Files Here !/1. Introduction to Model Compression/4. Summary.mp4

12 MB

~Get Your Files Here !/1. Introduction to Model Compression/4. Summary.srt

2.8 kB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/1. Introduction.mp4

13 MB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/1. Introduction.srt

3.8 kB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/2. Pruning weights.mp4

290 MB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/2. Pruning weights.srt

52 kB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/3. Pruning neurons.mp4

79 MB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/3. Pruning neurons.srt

17 kB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/4. Pruning blocks.mp4

22 MB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/4. Pruning blocks.srt

14 kB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/5. Pruning heads and layers.mp4

169 MB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/5. Pruning heads and layers.srt

26 kB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/6. Summary.mp4

15 MB

~Get Your Files Here !/2. Compression of Deep Learning Models Pruning/6. Summary.srt

3.6 kB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/1. Introduction.mp4

21 MB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/1. Introduction.srt

5.8 kB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/2. Binarized networks.mp4

125 MB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/2. Binarized networks.srt

23 kB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/3. Ternarized networks.mp4

140 MB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/3. Ternarized networks.srt

26 kB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/4. General Quantized networks.mp4

292 MB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/4. General Quantized networks.srt

45 kB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/5. Summary.mp4

5.6 MB

~Get Your Files Here !/3. Compression of Deep Learning Models Quantization/5. Summary.srt

4.3 kB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/1. Introduction.mp4

32 MB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/1. Introduction.srt

7.0 kB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/2. Various distillation architectures.mp4

248 MB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/2. Various distillation architectures.srt

38 kB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/3. Learning students and teacher together.mp4

39 MB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/3. Learning students and teacher together.srt

6.6 kB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/4. Multiple teachers.mp4

135 MB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/4. Multiple teachers.srt

20 kB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/5. Adversarial methods.mp4

87 MB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/5. Adversarial methods.srt

14 kB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/6. Distilling Transformers.mp4

213 MB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/6. Distilling Transformers.srt

30 kB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/7. Summary.mp4

26 MB

~Get Your Files Here !/4. Compression of Deep Learning Models Knowledge Distillation/7. Summary.srt

4.9 kB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/1. Introduction.mp4

15 MB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/1. Introduction.srt

4.8 kB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/2. Character-aware language models.mp4

103 MB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/2. Character-aware language models.srt

15 kB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/3. Parameter sharing in the embedding matrix.mp4

261 MB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/3. Parameter sharing in the embedding matrix.srt

35 kB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/4. Parameter sharing in Transformers.mp4

45 MB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/4. Parameter sharing in Transformers.srt

8.1 kB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/5. Summary.mp4

15 MB

~Get Your Files Here !/5. Compression of Deep Learning Models Parameter sharing/5. Summary.srt

2.7 kB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/1. Introduction.mp4

11 MB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/1. Introduction.srt

2.9 kB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/2. Two low-rank factors.mp4

103 MB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/2. Two low-rank factors.srt

16 kB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/3. Factorizing into blocks.mp4

91 MB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/3. Factorizing into blocks.srt

14 kB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/4. Tensor train decomposition.mp4

20 MB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/4. Tensor train decomposition.srt

12 kB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/5. Block-Term tensor decomposition.mp4

86 MB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/5. Block-Term tensor decomposition.srt

11 kB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/6. Summary.mp4

12 MB

~Get Your Files Here !/6. Compression of Deep Learning Models Matrix decomposition/6. Summary.srt

2.2 kB

~Get Your Files Here !/7. Compression of Deep Learning Models Applications, Summary and Future Trends/1. Introduction.mp4

7.3 MB

~Get Your Files Here !/7. Compression of Deep Learning Models Applications, Summary and Future Trends/1. Introduction.srt

2.3 kB

~Get Your Files Here !/7. Compression of Deep Learning Models Applications, Summary and Future Trends/2. Applications.mp4

131 MB

~Get Your Files Here !/7. Compression of Deep Learning Models Applications, Summary and Future Trends/2. Applications.srt

20 kB

~Get Your Files Here !/7. Compression of Deep Learning Models Applications, Summary and Future Trends/3. Summary and future trends.mp4

150 MB

~Get Your Files Here !/7. Compression of Deep Learning Models Applications, Summary and Future Trends/3. Summary and future trends.srt

25 kB

~Get Your Files Here !/Bonus Resources.txt

357 B