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[ TutGee.com ] Linkedin - TensorFlow - Working With NLP
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TensorFlow 2.0 is quickly becoming one of the most popular deep learning frameworks and a must-have skill in your artificial intelligence toolkit. Using a hands-on approach, Jonathan Fernandes covers the key aspects of working with transformers in natural language processing, all in TensorFlow. He goes over the basics of working with text data, and explores transfer learning, fine-tuning BERT, and understanding the transformer model architecture. He also includes challenge/solution sets and assessment questions to help you optimize retention of the material.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/001. Why TensorFlow.en.srt
1.4 KB
~Get Your Files Here !/1. Introduction/001. Why TensorFlow.mp4
6.9 MB
~Get Your Files Here !/1. Introduction/002. What you should know.en.srt
1.2 KB
~Get Your Files Here !/1. Introduction/002. What you should know.mp4
4.4 MB
~Get Your Files Here !/1. Introduction/003. What is TensorFlow.en.srt
4.5 KB
~Get Your Files Here !/1. Introduction/003. What is TensorFlow.mp4
21.6 MB
~Get Your Files Here !/2. NLP and Transformers/004. What is NLP.en.srt
5 KB
~Get Your Files Here !/2. NLP and Transformers/004. What is NLP.mp4
23.8 MB
~Get Your Files Here !/2. NLP and Transformers/005. Transformers for NLP.en.srt
3.8 KB
~Get Your Files Here !/2. NLP and Transformers/005. Transformers for NLP.mp4
18.5 MB
~Get Your Files Here !/2. NLP and Transformers/006. Transformers, their use, and history.en.srt
5.7 KB
~Get Your Files Here !/2. NLP and Transformers/006. Transformers, their use, and history.mp4
27.4 MB
~Get Your Files Here !/2. NLP and Transformers/007. Challenge NLP model size.en.srt
1.2 KB
~Get Your Files Here !/2. NLP and Transformers/007. Challenge NLP model size.mp4
6.7 MB
~Get Your Files Here !/2. NLP and Transformers/008. Solution NLP model size.en.srt
2.5 KB
~Get Your Files Here !/2. NLP and Transformers/008. Solution NLP model size.mp4
13.6 MB
~Get Your Files Here !/3. BERT and Transfer Learning/009. Bias in BERT and GPT.en.srt
5.9 KB
~Get Your Files Here !/3. BERT and Transfer Learning/009. Bias in BERT and GPT.mp4
29.1 MB
~Get Your Files Here !/3. BERT and Transfer Learning/010. How was BERT trained.en.srt
3.5 KB
~Get Your Files Here !/3. BERT and Transfer Learning/010. How was BERT trained.mp4
18 MB
~Get Your Files Here !/3. BERT and Transfer Learning/011. Transfer learning.en.srt
4.8 KB
~Get Your Files Here !/3. BERT and Transfer Learning/011. Transfer learning.mp4
24.5 MB
~Get Your Files Here !/4. Transformers and BERT/012. Transformer Architecture overview.en.srt
2.8 KB
~Get Your Files Here !/4. Transformers and BERT/012. Transformer Architecture overview.mp4
13 MB
~Get Your Files Here !/4. Transformers and BERT/013. BERT model and tokenization.en.srt
6.4 KB
~Get Your Files Here !/4. Transformers and BERT/013. BERT model and tokenization.mp4
30.9 MB
~Get Your Files Here !/4. Transformers and BERT/014. Tokenizers.en.srt
3.3 KB
~Get Your Files Here !/4. Transformers and BERT/014. Tokenizers.mp4
19.7 MB
~Get Your Files Here !/4. Transformers and BERT/015. Self-attention.en.srt
3.4 KB
~Get Your Files Here !/4. Transformers and BERT/015. Self-attention.mp4
17 MB
~Get Your Files Here !/4. Transformers and BERT/016. Multi-head attention and feedforward network.en.srt
1.4 KB
~Get Your Files Here !/4. Transformers and BERT/016. Multi-head attention and feedforward network.mp4
7.3 MB
~Get Your Files Here !/4. Transformers and BERT/017. Fine-tuning BERT.en.srt
13.3 KB
~Get Your Files Here !/4. Transformers and BERT/017. Fine-tuning BERT.mp4
68.9 MB
~Get Your Files Here !/5. Conclusion/018. Next steps.en.srt
1.7 KB
~Get Your Files Here !/5. Conclusion/018. Next steps.mp4