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Bird Species Prediction APP

Bird Species Prediction APP

Rp 1299

Rp 4999

In this project, we will create a convolutional neural network that is CNN which will be able to predict a species of a bird. We will use different layers and other hyperparameters for building, training and testing. In This multiclass classification model, we will be using keras for this project.

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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 00:33:45 Hours
Total enrolment 9
Number of reviews 1
Avg rating
Short description In this project, we will create a convolutional neural network that is CNN which will be able to predict a species of a bird. We will use different layers and other hyperparameters for building, training and testing. In This multiclass classification model, we will be using keras for this project.
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.
  • Data preparation for Machine Learning model.
  • Training and testing the model using cross validation.
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