Data Philly Study Group: Session 1
Details
Welcome to the first 2025 DataPhilly Study group session, where we will work on Kaggle competition
Kaggle competition to follow will be announced on Jan 4 2025.
Week 1 Activities:
- Kaggle Setup:
- Create a Kaggle account if not already done.
- Explore the Kaggle platform, datasets, notebooks, and leaderboard.
- Set up a GitHub repository to track project progress.
- Competition Overview:
- Study the competition's problem statement and evaluation metric.
- Understand the data: Download the dataset and explore the files (e.g., training set, test set, sample submission).
- Discuss the data dictionary and problem requirements in the context of the dataset.
- Data Exploration (Exploratory Data Analysis - EDA):
- Perform basic data exploration (checking data types, null values, etc.).
- Visualize the data (e.g., histograms, box plots, scatter plots) to get insights into data distributions and relationships.
- Assignment:
- Write a blog or GitHub post explaining the competition’s problem and data.
- Share initial findings from EDA.
Google meet link: https://calendar.app.google/Fo2hZ4htF8nxDD7J7
Join Slack channel: https://join.slack.com/t/dataphilly/shared_invite/zt-2jumsno1h-C8JoHt06ZtvxSYfcytRv1A
Related topics
Machine Learning
Study Group
Data Science
Kaggle Competition
Predictive Analytics
