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Akash Goyal
Akash Goyal

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Published in Towards AI

·Mar 3, 2021

Predicting and Visualizing streaming Data through Python

Predicting pedestrian traffic and visualizing on a map — Introduction to the Objective The skill to train a model on the batch/static data is quite important to have but so is the ability to apply that model on streaming data. In today’s fast world people/organizations want the responses/predictions to their queries in real-time as everyone is quite busy in…

Spark Streaming

6 min read

Predicting and Visualizing streaming Data through Python
Predicting and Visualizing streaming Data through Python
Spark Streaming

6 min read


Published in Towards AI

·Mar 1, 2021

Time Series Prediction using Spark

Predicting next hour’s pedestrian traffic using Spark — Introduction to the Objective These days in high-tech or smart cities the pedestrian counts can be monitored by deploying sensors at certain locations which can count the number of pedestrians every hour(as per the data used for this blog) or as required. From the title of the post itself one can understand that here…

Time Series Model

7 min read

Time Series Prediction using Spark
Time Series Prediction using Spark
Time Series Model

7 min read

Akash Goyal

Akash Goyal

20 Followers

Working as a Senior Data Engineer

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