Python in Pandas for Data Science - NYC
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Python in Pandas for Data Science - NYC

Regular price $900.00 $900.00

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Who This Class is For:
Anyone who likes Python (NO requirements)! Pandas, which stands for “Python Data Analysis Library”, is a game-changer for any beginner wanting to code and analyze data using Python. It is one of the fundamental and popular libraries for Data Science that has millions of users.

What You’ll Learn:
Pandas offer data structures and operations for data manipulation and analysis. You will learn to manipulate the data structures, analyze numeric tables, and even time series functionality.

Topics Covered:

  • Getting Started with Pandas
    • Data Structures
    • Function Applications
    • Descriptive Statistics
  • Data Loading, Storage, and File Formats
    • Reading and Writing in Text Format
    • JSON, XML, HTML Format
    • Interacting with Web APIs, Databases

  • Data Cleaning and Preparation
    • Missing Data
    • Data Transformation, Manipulation
  • Data Wrangling: Join, Combine, and Reshape
    • Hierarchical Indexing
    • Combine, Reshape, Pivot Datasets
  • Plotting and Visualization
    • Matplotlib, Pandas, and Seaborn
    • Line, Bar, Histogram, Scatter, FacetGrid plots
  • Data Aggregation and Group Operations
    • GroupBy, Pivot Tables, Cross-Tabulations

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