February 21, 2020
Published by Amir Masoud Sefidian at February 21, 2020
Categories

Walkthrough of an exploratory analysis for classification problems

In this post I outline how to perform an exploratory analysis for a binary classification problem. I am going to […]
Do you like it?0
0 Read more
February 5, 2020
Published by Amir Masoud Sefidian at February 5, 2020
Categories

Dealing with Imbalanced Data

https://towardsdatascience.com/methods-for-dealing-with-imbalanced-data-5b761be45a18 https://towardsdatascience.com/methods-for-dealing-with-imbalanced-data-5b761be45a18 Imbalanced classes are a common problem in machine learning classification where there are a disproportionate ratio of observations […]
Do you like it?0
0 Read more
January 30, 2020
Published by Amir Masoud Sefidian at January 30, 2020
Categories

Using Kaggle Datasets in Google Colab

Step-by-step — Create an API key in Kaggle.To do this, go to kaggle.com/ and open your user settings page.  Next, […]
Do you like it?0
0 Read more
January 30, 2020
Published by Amir Masoud Sefidian at January 30, 2020
Categories

Getting Started With Google Colab

If you want to create a machine learning model but say you don’t have a computer that can take the […]
Do you like it?0
0 Read more
January 30, 2020
Published by Amir Masoud Sefidian at January 30, 2020
Categories

Gated Recurrent Unit (GRU) With PyTorch

https://blog.floydhub.com/gru-with-pytorch/ Have you heard of GRUs? The Gated Recurrent Unit (GRU) is the younger sibling of the more popular Long Short-Term […]
Do you like it?1
0 Read more
January 30, 2020
Published by Amir Masoud Sefidian at January 30, 2020
Categories

Long Short-Term Memory Networks with PyTorch

LSTMs are a particular variant of RNNs, therefore having a grasp of the concepts surrounding RNNs will significantly aid your […]
Do you like it?0
0 Read more
January 28, 2020
Published by Amir Masoud Sefidian at January 28, 2020
Categories

Recurrent Neural Networks (RNN) with PyTorch

Recurrent Neural Networks(RNNs) have been the answer to most problems dealing with sequential data and Natural Language Processing(NLP) problems for […]
Do you like it?0
0 Read more
January 28, 2020
Published by Amir Masoud Sefidian at January 28, 2020
Categories

A Guide to Python’s Magic Methods

Table of Contents Introduction Construction and Initialization Making Operators Work on Custom Classes Comparison magic methods Numeric magic methods Representing […]
Do you like it?0
Read more
Load more