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【影视】 Introduction to Transformer Models for NLP Using BERT, GPT, and More to Solve Modern Natural Language Processing Tasks

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Lesson 09 Further Applications of BERT + GPT/002. 9.1 Siamese BERT-networks for semantic searching.mp4 182.7 MB
Lesson 06 Hands-on BERT/003. 6.2 BERT for sequence classification.mp4 180.0 MB
Lesson 12 The Vision Transformer/003. 12.2 Fine-tuning an image captioning system.mp4 155.9 MB
Lesson 08 Hands-on GPT/003. 8.2 GPT for code dictation.mp4 124.5 MB
Lesson 06 Hands-on BERT/005. 6.4 BERT for questionanswering.mp4 111.8 MB
Lesson 09 Further Applications of BERT + GPT/003. 9.2 Teaching GPT multiple tasks at once with prompt engineering.mp4 104.6 MB
Lesson 04 Natural Language Understanding with BERT/003. 4.2 Wordpiece tokenization.mp4 101.2 MB
Lesson 07 Natural Language Generation with GPT/003. 7.2 Masked multi-headed attention.mp4 94.7 MB
Lesson 06 Hands-on BERT/004. 6.3 BERT for token classification.mp4 93.9 MB
Lesson 11 Hands-on T5/003. 11.2 Using T5 for abstractive summarization.mp4 88.1 MB
Lesson 13 Deploying Transformer Models/003. 13.2 Sharing our models on HuggingFace.mp4 86.4 MB
Lesson 04 Natural Language Understanding with BERT/002. 4.1 Introduction to BERT.mp4 85.4 MB
Lesson 02 How Transformers Use Attention to Process Text/003. 2.2 Scaled dot product attention.mp4 85.3 MB
Lesson 02 How Transformers Use Attention to Process Text/004. 2.3 Multi-headed attention.mp4 79.1 MB
Lesson 08 Hands-on GPT/002. 8.1 GPT for style completion.mp4 75.7 MB
Lesson 07 Natural Language Generation with GPT/002. 7.1 Introduction to the GPT family.mp4 73.7 MB
Lesson 11 Hands-on T5/002. 11.1 Off the shelf results with T5.mp4 73.3 MB
Lesson 07 Natural Language Generation with GPT/005. 7.4 Few-shot learning.mp4 69.6 MB
z.oreilly-transformers-video-series-main/data/toxic.csv 68.8 MB
Lesson 04 Natural Language Understanding with BERT/004. 4.3 The many embeddings of BERT.mp4 63.6 MB

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【影视】 [ DevCourseWeb.com ] Deep Learning with Python - Optimizing Deep Learning Models

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~Get Your Files Here !/05 - 4. Hyperparameter Tuning Techniques/05 - Using KerasTuner for hyperparameter tuning.mp4 24.6 MB
~Get Your Files Here !/06 - 5. Advanced Training Techniques/07 - Training a deep learning model using callbacks.mp4 21.0 MB
~Get Your Files Here !/05 - 4. Hyperparameter Tuning Techniques/04 - Defining a tunable deep learning model in Keras.mp4 18.8 MB
~Get Your Files Here !/05 - 4. Hyperparameter Tuning Techniques/02 - Key hyperparameters in deep learning.mp4 15.6 MB
~Get Your Files Here !/06 - 5. Advanced Training Techniques/06 - Learning rate scheduling.mp4 11.6 MB
~Get Your Files Here !/04 - 3. Loss Functions and Optimization Algorithms/01 - Common loss functions in deep learning.mp4 11.1 MB
~Get Your Files Here !/05 - 4. Hyperparameter Tuning Techniques/03 - Methods for hyperparameter tuning.mp4 10.8 MB
~Get Your Files Here !/03 - 2. Regularization Techniques/07 - Applying dropout regularization to a deep learning model.mp4 10.3 MB
~Get Your Files Here !/03 - 2. Regularization Techniques/03 - Applying L1 regularization to a deep learning model.mp4 10.3 MB
~Get Your Files Here !/05 - 4. Hyperparameter Tuning Techniques/01 - Parameters versus hyperparameters.mp4 10.2 MB
~Get Your Files Here !/03 - 2. Regularization Techniques/04 - Applying L2 regularization to a deep learning model.mp4 10.0 MB
~Get Your Files Here !/06 - 5. Advanced Training Techniques/03 - Gradient clipping.mp4 9.9 MB
~Get Your Files Here !/06 - 5. Advanced Training Techniques/04 - Applying gradient clipping to a deep learning model.mp4 9.4 MB
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~Get Your Files Here !/06 - 5. Advanced Training Techniques/02 - Applying batch normalization to a deep learning model.mp4 8.4 MB
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~Get Your Files Here !/04 - 3. Loss Functions and Optimization Algorithms/08 - Adaptive Moment Estimation (Adam).mp4 6.4 MB
~Get Your Files Here !/07 - Conclusion/01 - Continuing to optimize deep learning models.mp4 6.4 MB
~Get Your Files Here !/02 - 1. Optimizing Deep Learning Models/01 - The importance of optimizing deep learning models.mp4 6.3 MB
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