NLP with TensorFlow Text: Mastering AI Powered Text Analysis
Essential Skills in Text Classification, Sentiment Analysis, TensorFlow Techniques, and Model Building
3.64 (7 reviews)
2 009
students
3.5 hours
content
Jun 2024
last update
$13.99
regular price
What you will learn
Understand the fundamentals of NLP and its applications in technology and daily life.
Gain proficiency in using TensorFlow Text for building and optimizing NLP models.
Master various NLP model architectures including RNNs, CNNs, and Transformers.
Develop practical skills in text classification, sentiment analysis, and data preprocessing.
Learn to preprocess text data efficiently, including tokenization, normalization, and vectorization techniques.
Apply NLP techniques to real-world problems, creating models for sentiment analysis and text classification.
Explore advanced topics in NLP such as sequence-to-sequence models, attention mechanisms, and transfer learning.
Evaluate and improve NLP model performance using metrics like accuracy, precision, recall, and F1 score.
Understand how to handle challenges in NLP, including dealing with ambiguity and context in language.
Acquire skills in leveraging pre-trained models like BERT and GPT for NLP tasks, enhancing model efficiency.
Develop an understanding of linguistic concepts crucial for NLP, such as syntax, semantics, and pragmatics.
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5879302
udemy ID
18/03/2024
course created date
27/03/2024
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