Natural Language Processing Nanodegree Program
Course Features
Duration
3 months
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Intermediate
Effort
10 hours per week
Teaching Type
Self Paced
Course Description
Careervira Take
Offered by Udacity, this Intermediate level program helps learners build models on real data and get hands-on experience with sentiment analysis, machine translation, and more. We recommend this course to all who have intermediate to advanced Python experience. This Nanodegree program accepts all applicants regardless of experience and specific background. Industries, tech firms, start-ups and government agencies are areas where one can work as an artificial intelligence analyst.
Course Credibility
Pedagogy
Hands-on training
Career impact
Pricing
Assessment
Course Overview
Job Assistance
Personlized Teaching
International Faculty
Post Course Interactions
Hands-On Training
Skills You Will Gain
Prerequisites/Requirements
You need to have intermediate to advanced Python experience You are familiar with object-oriented programming You can write nested for loops and can read and understand code written by others
Intermediate statistics background You are familiar with probability
Intermediate knowledge of machine learning techniques You can describe backpropagation, and have seen a few examples of neural network architecture (preferrably a recurrent neural network or a long short-term memory network)
You have seen or worked with a deep learning framework like TensorFlow, Keras, or PyTorch before
What You Will Learn
Learn text processing fundamentals, including stemming and lemmatization
Explore machine learning methods in sentiment analysis
Build a speech tagging modelLearn 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
Learn voice user interface techniques that turn speech into text and vice versa
Build a speech recognition model using deep neural networks
Target Students
This Nanodegree program accepts all applicants regardless of experience and specific background
Course Instructors
Corporate Sponsors
Course Reviews
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