Deep Learning: Natural Language Processing with Transformers
Use Huggingface transformers and Tensorflow to build Sentiment analysis, Translation, Q&A, Search, Speech,... projects
4.29 (235 reviews)
2 225
students
33 hours
content
Apr 2024
last update
$64.99
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What you will learn
The Basics of Tensors and Variables with Tensorflow
Mastery of the fundamentals of Machine Learning and The Machine Learning Developmment Lifecycle.
Basics of Tensorflow and training neural networks with TensorFlow 2.
Sentiment Analysis with Recurrent neural networks, Attention Models and Transformers from scratch
Neural Machine Translation with Recurrent neural networks, Attention Models and Transformers from scratch
Recurrent Neural Networks, Modern RNNs, training sentiment analysis models with TensorFlow 2.
Intent Classification with Deberta in Huggingface transformers
Conversion from tensorflow to Onnx Model
Building API with Fastapi
Deploying API to the Cloud
Neural Machine Translation with T5 in Huggingface transformers
Extractive Question Answering with Longformer in Huggingface transformers
E-commerce search engine with Sentence transformers
Lyrics Generator with GPT2 in Huggingface transformers
Grammatical Error Correction with T5 in Huggingface transformers
Elon Musk Bot with BlenderBot in Huggingface transformers
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4154714
udemy ID
29/06/2021
course created date
29/06/2022
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