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Hindi Journal of Electrical Engineering and Electronic TechnologyISSN: 2325-9833
Mansi Priya Author
Subjects of specialization
Affiliation
Electronic Technology
Yamaha for two years, B.I.T. Sindri-Jharkhand, India
Biography
I am a Data Scientist with a demonstrated history of working for Yamaha for two years. Currently I live in Japan and am actively working on different machine learning problems all over Yamaha. I am active user of LinkedIn, Kaggle and Analytics Vidhya. I have done Bachelors in Technology from BIT Sindri, Dhanbad with Computer Science branch. Some of my achievements are: I am winner of IGNITE Award all over India for Innovative ideas which is announced on the birthday of Dr. A.P.J. Abdul Kalam.
Publications
Special Issue Article Open Access
Guide on Way to approach a Machine Learning problem
Author(s): Mansi Priya
Today, algorithms are like buzz words. Everyone is going for learningdifferent kinds of algorithms – logistic regression, randomforests, decision tress, SVMs, Gradient boosting algorithms,neural networks etc.. Everyday new algorithms are beingmade. But Data Science is not just applying different algorithmsto the data. Before applying any algorithm, you must understandyour data because that will help you in improving performance ofyour algorithms later. For any problem one needs to iterate overthe same steps- data preparation, model planning, model buildingand model evaluation, for improving accuracy. If we directlyjump to model building, we end up directionless after one iteration.Following are few defined steps per me for approaching anymachine learning problem:The first step I s... view more»
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