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Computer Vision Nanodegree Program

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Course Report - Computer Vision Nanodegree Program

Course Report

Find detailed report of this course which helps you make an informed decision on its relevance to your learning needs. Find out the course's popularity among Careervira users and the job roles that would find the course relevant for their upskilling here. You can also find how this course compares against similar courses and much more in the course report.

Course Features

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Duration

3 months

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Advanced

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Effort

15 hours per week

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Teaching Type

Self Paced

Course Description

This program will help you to improve your machine learning and deep learning skills by adding computer vision theory and programming techniques. This computer vision knowledge can be used in many applications, including image and video processing and autonomous vehicle navigation. Medical diagnostics and smartphone apps are just a few examples. The program does not prepare you to work in a particular career. Instead, it will help you to increase your computer vision skills and deepen your learning. This term consists of three courses and three projects. Each course is described below. A project is a great way to show your skills. Each project will add to your impressive portfolio, which will demonstrate to potential employers that you are an expert in computer vision and deep learning.

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Highlights

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Rating & Reviews

Top 30 Percentile

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Career Impact

Top 5 Percentile

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Pedagogy

Top 5 Percentile

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Course Credibility

Top 1 Percentile

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Parameters

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Course Credibility

Delivered through Udacity a renowned institution in the field, this course offers a comprehensive learning experience.

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Pedagogy

This comprehensive course equips you with all major Computer Vision skills applicable to your daily life. Personalized teaching ensures one-on-one doubt resolution with faculty, maximizing skill acquisition. These practical skills empower you to confidently apply your knowledge and thrive in various real-life situations. An exceptional course in Computer Vision, this stands out for its Self Paced learning approach. Learners have the flexibility to progress at their own speed, tailoring the experience to their individual needs. With a focus on cultivating industry-relevant skills, this course ensures that learners attain a skillset aligned with current industry demands.

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Career Impact

This course is exceptional, ranking among the top 5 percentile in Computer Vision for its significant career impact and excellent job assistance. Learners benefit from valuable career opportunities and support, enabling them to secure relevant positions and excel in the industry. The course's dual focus on career impact and job assistance enhances its value, making it an ideal choice for individuals seeking to advance their careers and succeed in the Computer Vision field.

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Rating & Reviews

This highly acclaimed course is among the top-rated in Computer Vision, boasting a rating greater than 4 and an overall rating of 5.0. Its exceptional quality sets it apart, making it an excellent choice for individuals seeking top-notch learning experience in Computer Vision.

Course Overview

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Job Assistance

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Personlized Teaching

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International Faculty

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Post Course Interactions

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Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

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 (like a CNN for image classification)

You have seen or worked with a deep learning framework like TensorFlow, Keras, or PyTorch before

What You Will Learn

Master computer vision

image processing essentials

Learn to extract important features from image data

apply deep learning techniques to classification tasks

Learn to apply deep learning architectures to computer vision tasks

Discover how to combine CNN and RNN networks to build an automatic image captioning application

Learn how to locate an object and track it over time

Target Students

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

Course Instructors

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Sebastian Thrun

Instructor

As the founder and president of Udacity, Sebastian’s mission is to democratize education. He is also the founder of Google X, where he led projects including the Self-Driving Car, Google Glass, and more.
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Cezanne Camacho

Curriculum Lead

Cezanne is an expert in computer vision with a Masters in Electrical Engineering from Stanford University. As a former researcher in genomics and biomedical imaging, she’s applied computer vision a...
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Alexis Cook

Curriculum Lead

Alexis is an applied mathematician with a Masters in Computer Science from Brown University and a Masters in Applied Mathematics from the University of Michigan. She was formerly a National Science Foundation Graduate Research Fellow.
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Juan Delgado

Content Developer

Juan is a computational physicist with a Masters in Astronomy. He is finishing his PhD in Biophysics. He previously worked at NASA developing space instruments and writing software to analyze large a...

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Course Reviews

Average Rating Based on 6 reviews

5.0

100%

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