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COVID 19 Impact On Machine Learning Models

A lot of business processes are functioning with the help of data science implementations, i.e. machine learning models, time series models, AI solutions etc. These models take into consideration the historical data as well as past trends. In the Pre-COVID arena, all models were working well with the changing environment. All predictions were serving the purpose of the task as desired. With the advent of 2020, COVID 19 emerged on this Earth and caused a major disruption in our usual modelling behaviour.  COVID has affected every industry in a different way. For example, consumers have engaged in a lot of panic buying situations and supply hoarding due to the lockdown scenario in major parts of the world. Hence the consumer goods industry saw a heavy increase in supplies in the month of
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Picture of Ekta Shah
Ekta Shah
An engineer at the core, data science is my passion. I have a Masters in Data Science from NMIMS. I have worked on machine learning problems, image classification and reinforcement learning problems. Solving complex problems and thinking of easy solutions is what I practice. Avid reader and writer describe me the best.
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