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Implemented decision tree algo. from scratch by calculating gini impurity and information gain for performing splits

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decision-tree-classifier gini-impurity information-gain machine-learning statistical-models

decisiontree-from-scratch's Introduction

Hi there, my name is Akshay & I'm a Product Manager!

I am on a personal mission to empower the under-privileged with technology by building world-class products and using BI, data science, & ML as tools to drive business innovation.

๐Ÿš€โœˆ๏ธ My Dream โœˆ๏ธ๐Ÿš€

Help manifest conversational ecommerce, 5G IoT revolution, edge computing, sustainable energy & Cloud for All.

๐ŸŽฏ Activities ๐Ÿ™‡๐Ÿป

  • Building new products and capabilities at LeaseQuery to help it transition from single product company to multi-product platform
  • Data pro with 3 years in shipping data-driven solutions for global business teams in ecommerce, finance, product & growth analytics.
  • Partnered with industry in multiple projects, leveraging NLP & ML to generate actionable insights and product ideas for stakeholders
  • Author for "Towards Data Science" & "Python in Plain English", 2 leading data related Medium publications

๐Ÿ† Honors โœ๏ธ

  • Academic: Dean's List 2019, Honors List 2020 @Purdue
  • Winner: Google Data Hackathon, Purdue Chapter
  • Selected Competitor: INFORMS Business Analytics Conference 2020, Denver (industry poster)
  • Leadership: Executive Board Member, Krannert Graduate Student Organizations - GWIB, KABC @Purdue

๐Ÿ”ญ Iโ€™m currently working on ๐ŸŒฑ

  • Using AI/ML to create cutting-edge MVPs and POCs
  • Product management/Leadership skills

๐Ÿ’ฌ Want to connect? ๐Ÿ“ซ

โšก Fun fact ๐Ÿ˜€

I love travel, F1, music. My top 3 tech channels: MKBHD, Unbox Therapy, TechCrunch

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