Master Natural Language Processing

Online Course

Udacity
Master Natural Language Processing

What is the course about?

Master Natural Language Processing
The course Master Natural Language Processing is an online class provided by Udacity. It may be possible to receive a verified certification or use the course to prepare for a degree.
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.
Course description
  • Master Natural Language Processing
  • 3 Months (10-15 hrs/week)
  • Learn cutting-edge natural language processing techniques to process speech and analyze text. Build probabilistic and deep learning models, such as hidden Markov models and recurrent neural networks, to teach the computer to do tasks such as speech recognition, machine translation, and more!
  • Work on a variety of natural language processing techniques. Build models using probabilistic and deep learning techniques and apply them to speech recognition, machine translation, and more!
  • This program requires experience with Python, statistics, machine learning, and deep learning.See detailed requirements.
  • Learn text processing fundamentals, including stemming and lemmatization. Explore machine learning methods in sentiment analysis. Build a speech tagging model.
  • Learn advanced techniques like word embeddings, deep learning attention, and more. Build a machine translation model using recurrent neural network architectures.
  • Learn voice user interface techniques that turn speech into text and vice versa. Build a speech recognition model using deep neural networks.
  • We recommend our Deep Learning Nanodegree program as the perfect starting point for your deep learning education.
  • We recommend our Deep Learning Nanodegree program as the perfect starting point for your deep learning education.
  • Introduction to Natural Language Processing
  • Learn text processing fundamentals, including stemming and lemmatization. Explore machine learning methods in sentiment analysis. Build a speech tagging model.
  • Part of Speech Tagging
  • Computing with Natural Language
  • Learn advanced techniques like word embeddings, deep learning attention, and more. Build a machine translation model using recurrent neural network architectures.
  • Machine Translation
  • Communicating with Natural Language
  • Learn voice user interface techniques that turn speech into text and vice versa. Build a speech recognition model using deep neural networks.
  • Speech Recognizer
  • This program requires experience with Python, statistics, machine learning, and deep learning.
  • This program offers a deep dive into modern Natural Language Process techniques. Mastering these skills will prepare you to build applications involving written and spoken language. We’ve collaborated with leading innovators such as IBM and Amazon to create our world-class curriculum, and you’ll learn from an instructor team comprised of experts from both Udacity and industry professionals. Massive growth is being predicted for the Natural Language Processing software market, making now the perfect time to enter this field.
  • In this program, you’ll develop and refine specialized skills in natural language processing and voice user interfaces. The curriculum is not designed to prepare you for a specific job; instead, the goal is that you’ll expand your skills in the natural language processing domain. Growth predictions are extremely high for this market, and having these in-demand skills will significantly enhance your ability to advance your AI career.
  • If your goal is to become an expert in Natural Language Processing (NLP), this program is ideal for you. Over the course of this program, you’ll become an expert in the main components of NLP, including speech recognition, sentiment analysis, and machine translation. You’ll learn cutting edge probabilistic and deep learning models, code them and train them on real data, and build a career-ready portfolio as an NLP expert!

Prerequisites & Facts

Master Natural Language Processing

Course Topic

Computer Science, Natural Language Processing

University, College, Institution

Udacity

Course Skill Level

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Master Natural Language Processing

To obtain a verified certificate from Udacity you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (399 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Udacity
Master Natural Language Processing
provided by Udacity

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School: Udacity
Topic: Computer Science, Natural Language Processing
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