Mini Batch Gradient Descent

Mini Batch Gradient Descent

  • The idea is simple. taking b examples instead just one example in stochastic. m > b > 1.
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Aadhaar Data and Relational Databases

Aadhaar Data and Relational Databases

  • Relational databases is set of database that related with each other
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CSV

CSV

  • This is the CSV data format that separated by commas
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Data Formats

Data Formats


  • This is the three most common format in data format
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Data Wrangling, Analyze Messy Data and Nick's Experiences

Data Wrangling, Analyze Messy Data and Nick's Experiences

Introduction of Data Wrangling

Introduction of Data Wrangling

  • Earlier we talked about what data scientist does and what are the problems solved with data scientist.
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Advice for Data Scientist and Recap

Advice for Data Scientist and Recap
  • Pi Chuan recommend:
    • In her workplace, observe other known data scientist and look at what they interest in.
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Project Intro for Titanic

Project Intro for Titanic

  • Start with simple classic dataset, that will be increasingly complex as we go on
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Pandas and Dataframes

Pandas and Dataframes

Note from Intro to Data Science

Note from Intro to Data Science
  • building a cool products involving math and science
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