About this event
A comprehensive 5-day dive into analytics and machine learning organized by GDGoC CUI Wah. Led by Danyal Ahmad and Manahil Mirza, the bootcamp guided participants through the complete data lifecycle: starting with Python foundations and data ingestion, progressing through rigorous data cleaning, preprocessing, exploratory data analysis (EDA), and data visualization, and culminating in advanced feature engineering and practical predictive model building and evaluation.
✨ Location: Online (Google Meet) (Online)
Event Agenda
- Day 1 (09:30 PM)Python Foundations & Data Ingestion PipelineData science pipeline architecture, Python data structures, and automated ingestion methods.Speaker: Danyal Ahmad & Manahil Mirza
- Day 2 (09:30 PM)Data Cleaning & Preprocessing with PandasHandling messy datasets, missing values, outliers, and data normalization.Speaker: Manahil Mirza
- Day 3 (09:30 PM)Exploratory Data Analysis (EDA) & Data VisualizationUnivariate and bivariate statistical analysis, correlation heatmaps, and pattern discovery.Speaker: Danyal Ahmad
- Day 4 (09:30 PM)Advanced Feature Engineering TechniquesEncoding categorical variables, polynomial features, and dimension reduction.Speaker: Manahil Mirza
- Day 5 (09:30 PM)Predictive Model Building & Performance EvaluationTraining predictive models, hyperparameter tuning, metrics evaluation, and graduation certificates.Speaker: Danyal Ahmad & Manahil Mirza
To participate in this campaign, you are required to be a part of GDG on Campus, CUI Wah. Free membership can be obtained from our community page.
