Natural Language Processing (Nanodegree Program)

English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 9h 20m | 1.77 GB

ADVANCE YOUR CAREER AS A NATURAL LANGUAGE PROCESSING EXPERT

Master the skills to get computers to understand, process, and manipulate human language. Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more.

Over the course of this program, you’ll become an expert in the main components of Natural Language Processing, including speech recognition, sentiment analysis, and machine translation. You’ll learn to code probabilistic and deep learning models, train them on real data, and build a career-ready portfolio as an NLP expert!

Part 01 (FreePreview) Welcome to Natural Language Processing

Part 02 (FreePreview) Building an NLP Pipeline

Part 03 (FreePreview) Voice User Interfaces

Part 04 (FreePreview) What’s Next?

Part 05 Introduction to Natural Language Processing
This section provides an overview of the program and introduces the fundamentals of Natural Language Processing through symbolic manipulation, including text cleaning, normalization, and tokenization. You’ll then build a part of speech tagger using hidden Markov models.

Part 06 Computing with Natural Language

Part 07 Communicating with Natural Language

Part 08 (Elective) Recurrent Neural Networks

Part 09 (Elective) Keras

Part 10 (Elective) Sentiment Analysis Extras

Part 11 (Elective) TensorFlow

Part 12 (Elective) Embeddings and Word2Vec

Part 13 (FreePreview) Project