Skill

Transition from Images to Text with TensorFlow

December 2024 with Jonathan Barrios

Join Jonathan Barrios as we shift our focus away from image data and get started with text data. We've gotten our feet wet with TensorFlow and building models, and now it's time to dive into processing and categorizing textual data.

Recommended Experience

Familiarity with Python programming
Basic understanding of machine learning workflows
Knowledge of text data handling, including basic string operations and text preprocessing

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. Images, Sound, and Text as Numerical Representations (9:10)
2. DevEnv: Jupyter Notebook, Conda and Anaconda (9:39)
3. Implement Tokenization with TensorFlow (9:29)
4. Large Language Models, NLP Tasks, and Classification (5:18)
5. CHALLENGE (7:44)
6. Bonus Resource (3:05)

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