Böcker av OEzgur Sahin

Chapter 1: Gentle Introduction to ML and NLPChapter Goal: Present general ideas of ML and how NLP works ┬╖      Intro to ML┬╖      Intro to NLPChapter 2: Apple''s ML ToolsChapter Goal: Learn the tools that Apple provides for ML ┬╖      CoreML┬╖      CreateML┬╖      TuriCreateChapter 3: Text ClassificationChapter Goal: Learn the tools that Apple provides for ML ┬╖      Spam SMS classification┬╖      Find the author of a writing┬╖      TuriCreateChapter 4: Natural Language FrameworkChapter Goal: Learn iOS''s built in NLP capabilities┬╖      Tokenization┬╖      Classify nouns, verbs, and adjectives┬╖      Detect people, places, and organizations in textChapter 5: Find Answers to Questions in a Text DocumentChapter Goal: Use BERT model to find the answer to a user''s question in a body of text. ┬╖      BERT model┬╖      Text handlingChapter 6: Advanced Usages┬╖      Convert NLP models from Keras to Core ML┬╖      Convert NLP models from TensorFlow to Core ML