Skill

Apply Sentiment Insights with Text Embeddings

July 2024 with Jonathan Barrios

  • 7 videos
  • 43 mins
Join Jonathan Barrios as we learn how to train our models to capture the semantic meaning of a text. We'll be learning to preprocess data, use embedding layers, use techniques like global average pooling, and apply text embeddings.

Recommended Experience
  • Solid understanding of Python programming
  • Basic understanding of NLP
  • Familiarity with data handling and preprocessing
Related certifications
  • None at this time
Related Job Functions
  • Machine learning engineer
  • NLP engineer
  • Data scientist
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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Jonathan Barrios
Jonathan Barrios
Trainer

Skill Outline

  1. 1. Explore TensorFlow Datasets and New Dataset (6:05)
  2. 2. Load IMDB Dataset and Convert to DataFrames (7:25)
  3. 3. Convert Data to Numpy Arrays and review sentences and labels (6:47)
  4. 4. CHALLENGE (7:06)

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