1. Understand the requirement of feature transformation and training techniques
  2. Get to know different feature transformation and scaling techniques including-
  • MinMax Scaler
  • Standard Scaler
  • Power Transformer Scaler
  • Unit Vector Scaler/Normalizer


In my machine learning journey, more often than not, I have found that feature preprocessing is a more effective technique in…

Purva Huilgol

Data Science Product Manager at Analytics Vidhya. Masters in Data Science from University of Mumbai. Research Interest: NLP

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