Python Essentials for Data Science

Overview

This 5-day hands-on and in-person workshop, jointly presented by CHI and the Children’s Hospital Research Institute of Manitoba (CHRIM), will introduce participants to Python through a combination of instruction and hands-on exercises. Participants will gain an understanding of Python programming syntax, best practices, data processing using the Pandas library, and data visualization and analysis.

Learning Objectives

• Acquire a solid understanding of Python programming fundamentals including control structures, conditional statements, and functions

• Learn data processing techniques using the Pandas library, including data cleaning, handling missing values, merging datasets, and handling large volumes of data efficiently

• Gain skills in data visualization and descriptive data analysis to extract meaningful insights

• Become proficient in setting up Python environments, managing libraries, and utilizing cloud computing resources like Google Colab for data science projects

• Adopt best practices in programming, debugging, and version control

• Learn how integrated development environments (IDEs) and computational notebooks enhance productivity and reproducibility

Cost Breakdown

• $50 — Academic trainees and students including post-doctoral students

• $150 — Non-profit organization staff

• $300 — Industry professionals

Cancellation Policy

In accordance with CPD Medicine policy, cancellations made more than 21 days before the event will be issues a refund less a 20% administration fee. Any cancellations made with less than 21 days’ notice will not be issued a refund.