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Natural Language Processing Nanodegree Program

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Certification

Natural Language Processing Nanodegree Program

Learn how computers can understand, process and manipulate human speech. You will be able to build models from real data and gain hands-on experience in machine translation, sentiment analysis, and other related skills.

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Description

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Features

This course includes

Duration

3 months
Effort
10 hours per week
Level
Intermediate
Instruction Type
Self Paced
Delivery Method
Online
Available on
Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English

Careervira Take

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Course Credibility

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Pedagogy

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Hands-on training

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Career impact

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Pricing

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Assessment

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Skills

Natural Language ProcessingData ScienceData Analysis

Learning Goals

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

Course Content

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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

Target Audience

This Nanodegree program accepts all applicants regardless of experience and specific background

Instructors

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Luis Serrano

Instructor

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Jay Alammar

Instructor

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Arpan Chakraborty

Instructor

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Dana Sheahen

Content Developer

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Corporate Sponsors

Amazon alexa

IBM Watson

Course Overview

Job assistance

Hands-On Training

Post course interactions

International faculty

Personalized Teaching

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