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Dayananda U
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  • Bangalore
  • India
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Dayananda U's Page

Profile Information

Short Bio:
Data science enthusiast
Job Title:
Data scientist
Seniority:
Consultant
Job Function:
Data Science, Machine Learning, Business Analytics, BI
Industry:
Software
LinkedIn Profile:
http://www.linkedin.com/in/dayananda-u-0b910151/
Interests:
Contributing, Networking, New venture

Dayananda U's Blog

DriveML: Self-Drive Machine Learning Projects

Posted on June 15, 2020 at 5:30am 0 Comments

Abstract

Implementing some of the pillars of an automated machine learning pipeline such as (i) Automated data preparation, (ii) Feature engineering, (iii) Model building in classification context that includes techniques such as (a) Regularised regression [1], (b) Logistic regression [2], (c) Random Forest [3], (d) Decision tree [4] and (e) Extreme Gradient Boosting (xgboost) [5], and finally, (iv) Model explanation (using…

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