YoVDO

Python for Data Science Tips, Tricks, & Techniques

Offered By: LinkedIn Learning

Tags

Python Courses Data Science Courses Data Visualization Courses pandas Courses JSON Courses Data Exploration Courses Data Ingestion Courses Parquet Courses

Course Description

Overview

Explore a series of tips and tricks that you can put into practice to improve your skills in Python.

Syllabus

Introduction
  • Discover new tips and tricks for Python
  • What you should know
  • Using the exercise files
  • Set up on Windows
  • Set up on Mac
1. Ingesting Data
  • Working with JSON data
  • Working with CSV files
  • Working with Parquet files
  • Reading data from GitHub API
2. Exploring Data
  • Reading data with pandas
  • Inspecting DataFrames with pandas
  • Aggregating data with pandas
  • Exporting data with pandas
3. Visualizing Data
  • Basic charts in Plotly
  • Small multiples with Plotly
  • Using color in Plotly
  • Finishing your data visualizations in Plotly
Conclusion
  • Next steps and additional resources

Taught by

Ben Sullins

Related Courses

Intro to Statistics
Stanford University via Udacity
Introduction to Data Science
University of Washington via Coursera
Passion Driven Statistics
Wesleyan University via Coursera
Information Visualization
Indiana University via Independent
DCO042 - Python For Informatics
University of Michigan via Independent