Tushar Aggarwal

Published in The Startup

·Pinned

Wikipedia Web Traffic Time Series Forecasting-Part 2

Hello all, this is the 2nd part of our series, the series includes- Introduction and Exploratory Data Analysis Feature Engineering, Modelling and Deployment In the previous blog, we saw detailed analysis of the data. Now, it’s time to start some feature engineering and building models. Table of Content- Baseline Model Feature Engineering Modelling …

Machine Learning

10 min read

Wikipedia Web Traffic Time Series Forecasting-Part 2

Mar 27, 2021

Rainforest Connection Species Audio Detection

Table of Content- Problem Statement Real world objective/constraint Data source and overview Performance Metrics Existing Solution First cut Approach Exploratory Data Analysis Preprocessing and Feature Engineering Modelling Deployment Future Work Reference Let’s get started 1. Problem Statement- Hearing a species in a tropical rainforest is much more easier than seeing them and that is what we…

Deep Learning

14 min read

Rainforest Connection Species Audio Detection

Published in The Startup

·Dec 1, 2020

Wikipedia Web Traffic Time Series Forecasting- Part 1

Hello readers, from the title you must have gotten the idea of what this blog is all about. We will be creating an end to end case study. This is my first time writing a blog, hope you all like it. …

Machine Learning

16 min read

Wikipedia Web Traffic Time Series Forecasting- Part 1