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Build a Convolutional Neural Network (ConvNet) using Microsoft Cognitive Toolkit

Solar-power-forecasting-using-Recurrent-Network

Built a LSTM model to predict the daily output of solar panels

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Computer-Vision-Image-Normalization-and-Filters

Explore the technique of normalizing image and filters, which is practical when performing computer vision tasks

Jupyter Notebook

Capital-Asset-Pricing-Model-in-R

Run the capital asset pricing model in R, with market and risk-free data

Computer-Vision-Image-Manipulation

Explore some image manipulation techniques that can be used together to separate objects within an image

Jupyter Notebook

Fama-French-three-factor-model

Run Fama three factor model and compare with CAPM model to evaluate the difference

Building-a-ConvNet-classifier-from-scratch

A basic example of building a ConvNet classifier using Keras

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Image-classification-with-scikit-learn

A simple demonstration of building an image classifier with Scikit-learn

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Credit-card-default-Logistic-Regression

Build logistic regression model to predict likely credit card default applicants

Predicting-breast-cancer

Build a machine learning classifier model to predict breast cancer incidence

Jupyter Notebook

Automobile-customers-K-means-Cluster

Use kmeans cluster method to gain insight about automobile customer preference

Travel-incentives-Factor-Analysis

Use factor analysis to investigate the reasons why people want to travel

LSTM-text-classification

Implement a LSTM recurrent network to tackle the task of ATIS slot tagging

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Accent-spectrum-Convnet-classifier

Use Keras to build a convolutional neural network to classify different accents

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Computer-Vision-Image-Pre-Process

Pre-processing the image into standardized form for computer vision tasks

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CNTK-language-understanding-with-RNN

Use Microsoft cognitive toolkit to perform language understanding task

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Brand-value-Principal-Component-Analysis

Use PCA to gain insight about the factors that influence brand value

Logistic-Regression-with-MNIST

Build and train a Multiclass Logistic Regression model using the popular MNIST dataset

Jupyter Notebook

ConvNet-classifier-with-Pytorch-from-scratch

Demonstration of how to build a basic ConvNet image classifier using Pytorch

Jupyter Notebook

US-college-admission-scandal-analysis

Use generalized linear model and panel data model to analyze the data related to US college admission

changseverus/Convolutional-neural-network-with-CNTK

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