Bird Species Prediction APP

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.

Created by

Project Bank

00:33:45 Hours

9 Enrolled

    • (1 Reviews)

English

Last updated

Fri, 28-Apr-2023

Course 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. 

What will i learn?

  • 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.

Requirements

Project Bank

View profile

ev reddy

16-Jun-2023

4

Excellent course. I started it being a bit skeptical, just with the intention to go quickly through some video scripts. but I changed my mind. There is so much to learn here

Rp 1299

Rp 4999

Lectures

6

Skill level

Intermediate

Expiry period

Lifetime

Certificate

Yes
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