Python Data Science: Data Prep & EDA with Python

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Learn Python + Pandas for data cleaning, profiling & EDA, and prep data for machine learning & data science with Python

Course link - https://bitli.in/Ga2I4sg

What you'll learn

  • Master the core building blocks of Python for data science BEFORE applying machine learning algorithms
  • Scope data science projects by clearly defining the goals, techniques, and data sources needed for your analysis
  • Import and export flat files, Excel workbooks, and SQL database tables using Pandas
  • Clean data by converting data types, handling common data issues, and creating new columns for analysis
  • Perform exploratory data analysis (EDA) by sorting, filtering, grouping, and visualizing data to discover patterns and insights
  • Prepare data for machine learning models by joining tables, aggregating rows, and applying feature engineering techniques

This course includes:

  • 8.5 hours on-demand video
  • 3 articles
  • 2 downloadable resources
  • Access on mobile and TV
  • Certificate of completion

Course link - https://bitli.in/Ga2I4sg

It is recommended to learn Natural Language Processing in Python (NEW for 2025!) after this course – link - https://bitli.in/e25d67v

 


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