Examples

Full source code examples that you can use as a starter template for your custom projects.

Examples

Email Spam Classification

Build deep learning model using feed forward neural network to classify emails into two categories – spam or not-spam.

binary classification feed forward neural network

Examples

Credit Card Fraud Detection

Build deep learning model using feed forward neural network to classify credit card transactions into two categories – fraud or not-fraud

binary classification feed forward neural network

Sonar signal classification

Sonar Signal Classification

Build deep learning model using feed forward neural network to classify sonar signals to detect mines or rocks.

binary classification feed forward neural network

Multi class classification

Multi-Class Classification

Build machine learning model to classify Iris Flowers using Feed Forward neural network and data from CSV file.

classification feed forward neural network

Simple linear regression

Simple linear regression

Build machine learning model to approximate noisy data that have uniform ascending or descending (linear trend).

regressionfeed forward neural network

Insurance payment prediction

Insurance payment prediction

Build deep learning model using feed forward neural network to predict total payments for auto insurance given the number of claims.

regression feed forward neural network

CPU performance prediction

CPU performance prediction

Build ML model to predict CPU performance using data from CSV file.

regressionfeed forward neural network

House price prediction

House price prediction

Build machine learning model to predict house price based on data from CSV file.

regressionfeed forward neural network

Examples

Hot Dog or Not Hot Dog

Build deep learning model using convolutional neural network to classify images into ‘hot dog’ and ‘not hot dog’ categories.

convolutional neural networkimage recognition

duke-machine-learning

Duke Logo Recognition

Build deep learning model using convolutional neural network to recognize Java Duke logo images.

convolutional neural networkimage recognition

Examples

Parking Lot Occupancy

Build deep learning model to create visual parking lot occupancy detection using convolutional network in Java.

convolutional neural networkimage recognition

Examples

Lego Figures Recognition

Build deep learning model using convolutional neural network to recognize Lego figures.

convolutional neural networkimage recognition

Handwritten digit recognition

Handwritten digit recognition

Build deep learning model in Java to recognize handwritten digits using convolutional neural network

convolutional neural networkimage recognition

VggNet16 Tensorflow Import

VggNet16 Tensorflow Import

Import large convolutional neural network VGGNet16 trained in Tensorflow into Deep Netts and use it to recognize 1000 different objects

convolutional neural networkimage recognition

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