1: Introduction to NumPy 2: Introduction to Pandas 3: NLP Concepts (I) 4: NLP Concepts (II) 5. Algorithms and Toolkits (I) 6. Algorithms and Toolkits (II) 7: Introduction to Machine Learning 8: Classifiers in Machine Learning 9: NLP Applications 10: NLP and TF2 / Keras 11: Transformer, BERT, and GPT Appendices A: Data and Statistics B: Introduction to Python C: Introduction to Regular Expressions D: Introduction to Keras E: Introduction to TF2 F: Data Visualization Index
Campesato Oswald :
Oswald Campesato (San Francisco, CA) is an adjunct instructor at UC-Santa Clara and specializes in Deep Learning, Java, Android, TensorFlow, and NLP. He is the author/co-author of over twenty-five books including TensorFlow 2 Pocket Primer, Python 3 for Machine Learning, and the NLP Using R Pocket Primer (all Mercury Learning and Information).