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data_science's Introduction

Data_Science

Worked on data science tools and libraries

  • Rest API
    • API Requests
    • JSON File
  • Web Scrapping
    • BeautifulSoup
    • Selenium
  • Database Handling
    • Sqlite
    • Mysql, Local and Online Database
    • MongoDB, Local and Cloud Database
  • Pandas: Panel data
    • Series - 1 Dimensional
    • DataFrame- 2 Dimensional
    • Panel - 3 Dimensional
    • Related Functions
      • Filtering and Sorting
      • Grouping
      • Aggregation
      • Apply
      • Merge
      • Visualisation
      • Deleting
      • Indexing
    • Seaborn
  • Numpy: Numerical Python
    • Array Creation
    • Array Indexing
    • Array Slicing
    • Array Reshaping
    • Arrays Operations
    • Functions
      • Mean, Median, Mode
      • Variance, Standard Deviation
      • Correlation Coefficient
      • Normal Distribution
      • Outliers
  • Matplotlib
    • Scatter Plot
    • Line Plot
    • Pie Chart
    • Bar Chart
    • Histogram
    • Box Plot

data_science's People

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