Data Wrangling in Python Bootcamp

  • 4 Courses | 7h 55m 42s
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Welcome to the Data Wrangling in Python Bootcamp channel! Python programming is among the most powerful and widely used tools by data scientists today. This course will cover how to leverage Python’s capabilities to manipulate and explore data. By the end of this program, attendees will be able to outline use cases for Python and automate tedious data processes and clean data for analysis. Attendees should be familiar with Python programming and be able to execute basic functions and import multiple data types. Objectives: 1. Identify what data science is and why it's important 2. Program proficiently in Python 3. Automate data cleaning and processing Software Requirements:Python & Anaconda - Anaconda and Jupyter NotebookStudents must have learned the basic features of Python and have an understanding of these areas before attending class:- Variables: defining, swapping, printing and deleting variables- Main data types: numbers, logicals, strings- Basic data structures: lists, sets, dictionaries, tuples.- Control flow structures and modular code- Conditional statements- “For” loops and list comprehensions- “While” loops and break/continue statement"

COURSES INCLUDED

Data Wrangling in Python Bootcamp: Session 1 Replay
This is a recorded Replay of the Data Wrangling in Python Live session that ran on May 11th at 11 AM ET. In this session Dr. Veronica Red covers programming across industries and core functions of data scientists, data science use cases for Python, and functions in Python.
2 videos | 2h 8m
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Data Wrangling in Python Bootcamp: Session 2 Replay
This is a recorded Replay of the Data Wrangling in Python Live session that ran on May 12th at 11 AM ET. In this session Dr. Veronica Red covers NumPy, arrays: filtering and reshaping, and working with Pandas.
2 videos | 2h 5m
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Data Wrangling in Python Bootcamp: Session 3 Replay
This is a recorded Replay of the Data Wrangling in Python Live session that ran on May 13th at 11 AM ET. In this session Dr. Veronica Red covers basic operations on series, dataframes and basic operations, and loading data into Python using Pandas.
2 videos | 1h 56m
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Data Wrangling in Python Bootcamp: Session 4 Replay
This is a recorded Replay of the Data Wrangling in Python Live session that ran on May 14th at 11 AM ET. In this session Dr. Veronica Red introduces you to summarizing and reshaping data using Pandas.
2 videos | 1h 45m
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