<center>Ashutosh Satapathy</center> bio photo

Ashutosh Satapathy

Working as an Assistant Professor (S.G.) in Dept. of CSE, Siddhartha Academy of Higher Education, Vijayawada. My Areas of interest include Image Processing, Computer Vision and Generative AI.

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My Presentations

Access my SlideShare public profile.

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}
}

  • A. Satapathy
    Descriptive Statistics
    Technical Requirements. Understanding Statistics. Measures of Central Tendency. Measures of Dispersion
    [BibTeX] [PPT] 

    @misc{satapathy2025descriptivestats,
  author       = {Ashutosh Satapathy},
  title        = {Descriptive Statistics},
  howpublished = {Lecture slides},
  year         = {2025},
  month        = {oct},
  institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
  address      = {Vijayawada, India}
}

  • A. Satapathy
    Grouping Datasets
    Technical Requirements. Groupby Mechanics. Data Aggregation. Pivot Tables. Cross-Tabulations
    [BibTeX] [PPT] 

    @misc{satapathy2025groupdatasets,
  author       = {Ashutosh Satapathy},
  title        = {Grouping Datasets},
  howpublished = {Lecture slides},
  year         = {2025},
  month        = {oct},
  institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
  address      = {Vijayawada, India}
}

  • A. Satapathy
    Correlation
    Technical Requirements. Correlation. Types of Analysis. Simpson's Paradox. Correlation vs. Causation
    [BibTeX] [PPT] 

    @misc{satapathy2025correlation,
  author       = {Ashutosh Satapathy},
  title        = {Correlation},
  howpublished = {Lecture slides},
  year         = {2025},
  month        = {nov},
  institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
  address      = {Vijayawada, India}
}

  • A. Satapathy
    Time Series Analysis
    Technical Requirements. Understanding Time Series Data. Time Series Analysis
    [BibTeX] [PPT] 

    @misc{satapathy2025tsa,
  author       = {Ashutosh Satapathy},
  title        = {Time Series Analysis},
  howpublished = {Lecture slides},
  year         = {2025},
  month        = {nov},
  institution  = {Siddhartha Academy of Higher Education (Deemed to be University)},
  address      = {Vijayawada, India}
}