Data Science & AI Bootcamp

Python · NumPy · Pandas · Data Cleaning

Python basics, data structures, NumPy arrays, Pandas DataFrames, handling missing values, data wrangling and exploratory analysis.

Statistics · Distributions · Correlation · EDA

Descriptive statistics, probability, distributions, hypothesis testing, correlation analysis, and visualisation with Matplotlib/Seaborn.

Supervised · Unsupervised · Regression · kNN · k-Means

Scikit-learn, linear and logistic regression, k-Nearest Neighbours, k-Means clustering, model evaluation, cross-validation.

NLP · Computer Vision · Capstone Project

NLP basics, sentiment analysis, Computer Vision intro, prompt engineering, and a final capstone project with presentation. Certificate issued on completion.