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Exploratory Data Analysis (EDA)

• A. Satapathy
  Exploratory Data Analysis Fundamentals
  Introduction to EDA. Understanding Data Science. Significance of EDA. Making Sense of Data. Data Analysis Approaches. EDA Software Tools. EDA using Python
  [BibTeX] [PPT]

  @misc{satapathy2025EDAfundamentals,
    author       = {Ashutosh Satapathy},
    title        = {Exploratory Data Analysis Fundamentals},
    howpublished = {Lecture slides},
    year         = {2025},
    month        = aug,
    institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
    address      = {Vijayawada, India}
  }
  

• A. Satapathy
  Visual Aids for Exploratory Data Analysis
  Data Visualization. Setting Up Environment. Chart Types. Pick the Best Chart
  [BibTeX] [PPT]

  @misc{satapathy2025visualaids,
    author       = {Ashutosh Satapathy},
    title        = {Visual Aids for Exploratory Data Analysis},
    howpublished = {Lecture slides},
    year         = {2025},
    month        = aug,
    institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
    address      = {Vijayawada, India}
  }
  

• A. Satapathy
  EDA with Personal Email
  Technical Requirements. Dataset Acquisition. Data Transformation. Data Analysis
  [BibTeX] [PPT] [POST]

  @misc{satapathy2025emaileda,
    author       = {Ashutosh Satapathy},
    title        = {EDA with Personal Email},
    howpublished = {Lecture slides},
    year         = {2025},
    month        = aug,
    institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
    address      = {Vijayawada, India}
  }
  

• A. Satapathy
  Data Transformation
  Technical Requirements. Merging DataFrames. Transformation Techniques. Benefits. Challenges
  [BibTeX] [PPT]

  @misc{satapathy2025datatransformation,
    author       = {Ashutosh Satapathy},
    title        = {Data Transformation},
    howpublished = {Lecture slides},
    year         = {2025},
    month        = sep,
    institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
    address      = {Vijayawada, India}
  }