Akshit Jain (@akshitvjain)
github

akshitvjain

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Top repositories

1

product-sales-forecasting

Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models
Jupyter Notebook
38
star
2

deeplearning-network-traffic

Network Traffic Identification with Convolutional Neural Networks
Jupyter Notebook
20
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3

restaurant-finder-featureReviews

Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).
Python
20
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4

realtime-twitter-trends-analytics

A big data project to develop a real-time data pipeline for analyzing the popularity and sentiments of trending topics on Twitter.
Scala
18
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5

item-based-recommender

An item-based recommender model that computes cosine similarity for each item pairs using the item factors matrix generated by Spark MLlib’s ALS algorithm and recommends top 5 items based on the selected item.
Python
6
star
6

customer-segmentation-marketing

Implement K-means and Hierarchical clustering algorithms to segment customers in order to gain insight into shopping behaviors, analyze product affinity, measure marketing effectiveness, and better allocate future marketing spend.
1
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