Code Free Data Science


  • This online CFDS Bootcamp will bring you 2MTN. A Mindset, Methods, Tools, and Network to your data science journey without coding.

  • Inspired by Germany "Volkshochschule" : A Non-Degree Program Education System


Curriculum


  Mindset

  • Agile
  • Business Analytics
  • Creative Thinking
  • Reproducible Research

 Methods

  • Cross Industry Standard Process for Data Mining(CRISP-DM)
  • Data Science Workflow
  • Machine Learning
  • Analytics
  • Big Data
  • Business Intelligence
  • Time Series Analysis
  • Key Performance Indicator (KPI)

 Tools

  • Microsoft Excel
  • Power Query
  • Power Pivot (DAX)
  • Tableau / Power BI
  • [Knime / Orange]=> Focusing on this tools!
  • Open Refine
  • Gephi
  • Web Scraper

  Network

Syllabus


CFDS Syllabus.

Not a Mentor. Just a Friend


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