Build a Deep Learning Based Image Classifier with R

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4.5

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Course Features

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Duration

1 hour

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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

Intermediate

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Teaching Type

Self Paced

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Video Content

1 hour

Course Description

This guided project will teach you how to use Keras to R with Tensorflow backend to solve an image classification issue. It lasts 45 minutes. You will be able to use the R programming language to create, train, and then evaluate a neural network model that can classify clothing images into categories like t-shirts and trousers. The Fashion MNIST dataset contains 70000 grayscale images representing 10 categories of clothes. We will train the deep learning-based image classification model. This project requires you to be familiar with R programming and basic neural networks in order to succeed. This course is best for those who live in the North America region. We are currently working to offer the same experience in other areas.

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Highlights

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Hands on training

Top 20 Percentile

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Rating & Reviews

Top 30 Percentile

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Hands on training

This course stands out as one of the top 20 percentile options in Deep Learning, offering unparalleled hands-on training. Learners gain practical experience and skills through immersive learning, preparing them for real-world challenges. It ensures a well-rounded skill set, catering to a range of learning preferences. With a focus on Hands on training and Capstone Projects / Industry-Simulation as well as essential Virtual Labs, this course is tailored to meet diverse educational needs.

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Rating & Reviews

This highly acclaimed course is among the top-rated in Deep Learning, boasting a rating greater than 4 and an overall rating of 4.6. Its exceptional quality sets it apart, making it an excellent choice for individuals seeking top-notch learning experience in Deep Learning.

Course Overview

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Virtual Labs

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International Faculty

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Post Course Interactions

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Hands-On Training,Instructor-Moderated Discussions

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Case Studies, Captstone Projects

Skills You Will Gain

What You Will Learn

Solve a basic image classification problem with neural networks

build, train, and evaluate a neural network model with keras using r

Course Instructors

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Snehan Kekre

Machine Learning Instructor

Snehan Kekre is a Documentation Writer at Streamlit, the fastest and easiest way to build and share data apps. He has authored and taught over 40+ guided projects on machine learning and data science...

Course Reviews

Average Rating Based on 4 reviews

4.6

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