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DOG Breed Prediction

DOG Breed Prediction

Rp 1299

Rp 4999

In this project, we will see how to use keras and tensorflow to build, train, and test a convolutional neural networks capable of identifying the breed of a dog in a given image. This is a supervisied learning problem, specifically a multiclass classification problem.

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Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Apr 2023
Level
Intermediate
Total lectures 6
Total quizzes 0
Total duration 00:53:35 Hours
Total enrolment 869
Number of reviews 87
Avg rating
Short description In this project, we will see how to use keras and tensorflow to build, train, and test a convolutional neural networks capable of identifying the breed of a dog in a given image. This is a supervisied learning problem, specifically a multiclass classification problem.
Outcomes
  • Understanding the problem statement.
  • Understanding different libraries and their respective uses.
  • In depth exploratory data analysis of each feature.
  • Data cleansing and preparation.
  • Creating custom functions for machine learning models.
  • In depth explanation of data imputation and filling missing data.
  • Defining an approach to solve ML classification problems.
  • Training and testing the model using cross validation.
Requirements