"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

March 07, 2021

Preparing for certification

A bit of confusion, learning for ideas implementation vs learning for certification. Hoping to make an honest attempt to cover. I am poor in MCQ always so slow and study revise, post, blog and see if it works :)

The handbook is key - Link

  • Building and training neural network models using TensorFlow 2.x
  • Image classification - CNN, ImageDataGenerator
  • Natural language processing (NLP) - binary categorization, multi-class categorization, LSTM
  • Time series, sequences and predictions

Youtube playlist - Link1 

Good Reference of materials - Link

Example codes - Link

For every topic

  • Refer TensorFlow documentation
  • Git Examples
  • Example codes
  • Summary of concepts, learning
  • Pycharm familiarity

Books

  • Data Science on the Google Cloud Platform - Valliappa Lakshmanan
  • Machine Learning Design Patterns - Valliappa Lakshmanan, Sara Robinson, Michael Munn

Start Slowly and Keep Going!!!

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