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Experience with iWildCam 2019 Kaggle Competition

Experience with iWildCam 2019 Kaggle Competition

To get started in learning data science and machine learning in real applications, the Kaggle Competition is a good step for beginners to…
Go to the profile of Saripudin
Saripudin
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Cross-entropy and Maximum Likelihood Estimation

Cross-entropy and Maximum Likelihood Estimation

So, we are on our way to train a neural network model for classification. We design our network depth, the activation function, set all…
Go to the profile of Roan Gylberth
Roan Gylberth
Momentum Method and Nesterov Accelerated Gradient

Momentum Method and Nesterov Accelerated Gradient

In the previous post, Gradient Descent and Stochastic Gradient Descent Algorithms for Neural Networks, we have discussed how Stochastic…
Go to the profile of Roan Gylberth
Roan Gylberth
Go to the profile of Roan Gylberth
Roan Gylberth

Understanding Dropout

One particular layer that is useful, yet mysterious when training neural networks is Dropout. Dropout is created as a…

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Go to the profile of Roan Gylberth
Roan Gylberth

Finding the Minimum: Escaping Saddle Points

When I did my weekly Arxiv chores (via arxiv-sanity.com, which is a great site…

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Go to the profile of Yosua Surojo
Yosua Surojo

Jenkins for Node.js App on AWS EC2 Part 3: Jenkins — Node.js App Integration

Curious with Jenkins…

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Go to the profile of Yosua Surojo
Yosua Surojo

Jenkins for Node.js App on AWS EC2 Part 2: Creating a Node.js App

Create Node.js App to be deployed…

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Go to the profile of Yosua Surojo
Yosua Surojo

Jenkins for Node.js App on AWS EC2 Part 1: Installing Jenkins on EC2

What are we going to build?

In this article series, we will build a simple Node.js app that hosted on AWS EC2 instance. Furthermore, we are going to configure…

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