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Programming for Data Science

This Programming for Data Science course teaches you essential data science skills, including writing reusable code, processing unstructured data, data wrangling, and creating visualizations. You'll know how to write code that makes sense of unstructured sets from multiple channels and provides insights exactly how you need them.

Updated April 2023

26Skills
155Videos
21h 25mTotal
155 videos

Who This Course Is For

This Programming for Data Science training is considered associate-level Data Science training, which means it was designed for data analysts and data scientists. This data science skills course is designed for data analysts with three to five years of experience with data science.

Course Curriculum

  • Premium skill.Explore Data Science Domains and Roles56m
  • Premium skill.Access the Command Line for Data Science54m
  • Premium skill.Set Up a Data Science Development Environment45m
  • Premium skill.Explore Python Data Types for Data Science55m
  • Premium skill.Explore Strings and Sequences for Data Science45m
  • Premium skill.Explore Math Operators and LaTex for Data Science48m
  • Premium skill.Write Reusable Python Functions for Data Science58m
  • Premium skill.Write Loops to Automate Tasks for Data Science1h
  • Premium skill.Use Python Built-in Methods for Data Science54m
  • Premium skill.Write Code using OOP Concepts for Data Science60m
  • Premium skill.Wrangling Data with Pandas for Data Science52m
  • Premium skill.Work with Arrays and Numpy for Data Science47m
  • Premium skill.Visualizing Data with Matplotlib for Data Science44m
  • Premium skill.Visualize Data with Seaborn for Data Science46m
  • Premium skill.Explore Web Scraping Fundamentals for Data Science48m
  • Premium skill.Collect Web Data with Python and BeautifulSoup54m
  • Premium skill.Use Git and GitHub Repositories for Data Science45m
  • Premium skill.Analyze Core Data Structures for Data Science48m
  • Premium skill.Evaluate Complexity and Memory for Data Science44m
  • Premium skill.Apply Big O Notation Concepts for Data Science46m
  • Premium skill.Explore R Fundamentals for Data Science44m
  • Premium skill.Implement and Compare R Data Structures44m
  • Premium skill.Perform EDA with R and Python for Data Science47m
  • Premium skill.Explore AI Language Models and OpenAI's ChatGPT44m
  • Premium skill.Query OpenAI's Language Model API with Colab45m
  • Premium skill.Create AI Web Apps with OpenAI and Streamlit51m

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