Data Science and Machine Learning Section
Run by Shaya Farahmand
Welcome to the Data Science and Machine Learning section of the UCC Coding and Algorithms Academy. I am Shaya Farahmand, a grade 11 student at UCC.
The Data Science and Machine Learning section of the Coding & Algorithms Academy focuses on the growing fields of machine learning, data science, and big data analytics. We prepare for the High School Big Data Challenge hosted by STEM Fellowship, which prompts students to conduct analysis on public data sets and present their findings in academic papers. Our section also offers a means to engage in webinars, workshops and other opportunities offered by STEM Fellowship in the field of data science. Throughout the year, we will also participate in machine learning hackathons and events, and encourage members to develop machine learning projects of their own!
Welcome to the Data Science section of the UCC Coding and Algorithms Academy. I am Shaya Farahmand, a grade 11 student at UCC.
The Data Science and Machine Learning section of the Coding & Algorithms Academy focuses on the growing field of machine learning, data science, and big data analytics. We prepare for the High School Big Data Challenge hosted by STEM Fellowship, which prompts students to conduct analysis on public data sets and present their findings in academic papers. Our section also offers a means to engage in webinars, workshops and other opportunities offered by STEM Fellowship in the field of data science. Throughout the year, we will also participate in machine learning hackathons and events, and encourage members to develop machine learning projects of their own!
Resources for Club Members
Meeting Presentations
Slideshows and recordings used during meetings are posted below.
October 21, 2021 - 2021-22 Workshop #4 - K-Means (Recording)
October 14, 2021 - 2021-22 Workshop #3 - Linear Regression (Recording)
October 7, 2021 - 2021-22 Workshop #2 - High-Level Overview of Deep Learning (Recording)
September 30, 2021 - 2021-22 Workshop #1 - High-level Overview of Machine Learning (Recording)
June 1, 2021 - Workshop #3 - Intro to Visualizations (Presentation)
June 1, 2021 - Workshop #3 - Intro to Visualizations (Recording)
May 25, 2021 - Workshop #2 - Simple Data Transformations (Presentation)
May 25, 2021 - Workshop #2 - Simple Data Transformations (Recording)
April 9, 2021 - Workshop #1- Simple Data Transformations (Presentation)
April 9, 2021 - Workshop #1 - Simple Data Transformations (Recording)
Events
STEM Fellowship Big Data Challenge - An inquiry-based, interdisciplinary, experiential learning program allowing students to undertake independent research projects that tackle real-world problems by working with Open Data.
Resources
STEM Fellowship Big Data Courses - Courses by SF for statistics, data manipulation, data visualization, and more!
STEM Fellowship Data Science Workshops
Github Resources - Official STEM Fellowship Workshop resources on Github
Data Science Methodology by CognitiveClass.AI
Data Analysis with Python by CognitiveClass.AI
Data Visualization with Python by CognitiveClass.AI
Machine Learning with Python by CognitiveClass.AI
DevPost - Upcoming hackathons and events (AI/ML)
Kaggle - Provides many free datasets, programs, competitions, and micro-courses related to dataa science