Skill

Build GRU and Convolutional LSTM Networks

December 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn to build and optimize neural network models that excel at text classification. We'll practice by building a model that can differentiate between tweets related to natural disasters and those that aren't.

Recommended Experience

Familiarity with Python programming
Basic understanding of NLP, including text preprocessing and classification tasks
Knowledge of machine learning workflows, especially model training, evaluation and tuning

Related certifications

Professional TensorFlow Developer

Related Job Functions

Machine learning engineer
Natural language processing engineer
AI Developer

Jonathan Barrios brings over a decade of teaching experience to deliver cutting-edge programming, data analytics, data science, and machine learning skills to CBT Nuggets.

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Skill Outline

1. Improve Model Performance for the Disaster Tweets Classifier (11:36)
2. Model Performance Experiment (11:56)
3. Challenge 🎉 (5:17)

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