Dspyt blog tag: Data-science

Filecoin Storage Network Energy Consumption Data Challenge
Filecoin Storage Network Energy Consumption Data Challenge

We investigate Filecoin's storage network, renewable energy use, and USD/Filecoin correlation, plus a prediction algorithm for future Filecoin demand.

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Pavel Fedotov

A How to efficientnet Keras Classification - DSPYT
A How to efficientnet Keras Classification - DSPYT

We discuss Convolutional Neural Networks, data augmentation, efficientnet classification and how to achieve 100% accuracy.

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Pavel Fedotov

Machine Learning time series python - Data Science with Python
Machine Learning time series python - Data Science with Python

Sklearn python pipeline with multiple regression models using traditional and established libraries like numpy, pandas, scipy and sklearn.

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Pavel Fedotov

Cross-sectional data – An easy introduction
Cross-sectional data – An easy introduction

In this article we are introducing the concept of cross sectional data. A cross sectional data example consists of a sample of units at a given point in time.

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Pavel Fedotov

Kaggle time series data – An easy introduction
Kaggle time series data – An easy introduction

A time series is a collection of observations on at least one variable ordered along single dimension, time. time series forecasting is invaluable method.

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Pavel Fedotov

Great blockchain insights with PARSIQ triggers for AXS
Great blockchain insights with PARSIQ triggers for AXS

In this project we utilize PARSIQ Smart Triggers and Google Spreadsheets integration to track and visualize AXS token transfers on Ethereum and Bsc.

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Pavel Fedotov