Description
Become a natural language processing expert course published by Udacity Academy. Learn the skills needed for computers to understand, process and manipulate human language. Build models based on real data and get hands-on experience with sentiment analysis, machine translation, and more.
Learn advanced natural language processing techniques for speech processing and text analysis. Create probabilistic and deep learning models, such as hidden Markov models and recurrent neural networks, to train computers to perform tasks like speech recognition, machine translation, and more! Learn the basics of word processing, including stemming and word construction. Explore machine learning methods in sentiment analysis. Create a voice tagging template. Use several techniques, including lookup tables, n-grams, and hidden Markov models, to label parts of speech in sentences and compare their performance.
What you will learn in the Become a Natural Language Processing Expert course:
- An introduction to natural language processing
- Part of voice tagging
- natural language computing
- automatic translation
- natural language communication
- speech recognition
Course Specifications
course topics
Course prerequisites
You must have intermediate to advanced Python experience. You are familiar with object-oriented programming. You can write nested for loops and read and understand code written by others.
Context of intermediate statistics. You know the odds.
Intermediate knowledge of machine learning techniques. You may describe backpropagation and have seen some examples of neural network architecture (preferably a recurrent neural network or a long-term memory network).
You have already seen or worked with a deep learning framework like TensorFlow, Keras or PyTorch.
Pictures
Introductory Video Become an Expert in Natural Language Processing
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Download link
v1.0.0
password file(s): free download software
File size
1.71 GB