In this session, learners will understand the fundamentals of **Exploratory Data Analysis (EDA)** and why it is a critical first step in any machine learning workflow. We will cover how to explore datasets, identify patterns, detect anomalies, and understand variable relationships using both **statistical summaries and visualizations** such as histograms, bar charts, boxplots, and scatterplots. Learners will engage through guided explanations, live demonstrations, and short interactive discussions on interpreting data insights before building ML models. The goal is to help participants think like data scientists and develop intuition for analyzing real-world datasets.

Biweekly hangouts where creativity meets community! Come draw, chat, and vibe with fellow artists while getting tips to level up your digital art. Each session mixes casual drawing time, mini art help sessions, and fun discussions about your favorite styles, inspirations, and projects. Music, laughs, and creativity guaranteed—no pressure, just art.

What determines who deserves what? Is taxation a form of theft? Are we morally obligated to help strangers? Should price gouging during crises be illegal? The Ethics, Justice, and Philosophy Club is built around real moral and political dilemmas like these. Through structured discussion and case-based analysis, we explore complex questions that shape law, economics, and everyday life. The club is organised into three core units: 1) Foundational Ethical Frameworks Before tackling dilemmas, we examine major ethical theories such as Kantian deontology and utilitarianism. These frameworks help us move beyond instinctive reactions and develop structured moral reasoning. 2) Distributive Justice To address the question of who deserves what and why? we explore competing theories of justice, including Rawls, Nozick, and meritocracy. Students will analyse debates around taxation, equality of opportunity, and economic fairness. 3) Core Philosophical Questions We engage with broader issues such as social contract theory, the origins of human rights, and the debate between free will and determinism, connecting abstract philosophy to contemporary issues. There are no simple right or wrong answers in philosophy. This club is a welcoming space for thoughtful participation, respectful disagreement, and intellectual curiosity. It is discussion heavy! Beyond learning foundational ideas, members will develop critical thinking and discussion skills—while having fun challenging their own intuitions.

Each week accordingly we will cover the microeconomic topics including “Basic Economic Problems”, “The allocation of resources” and “Microeconomic decision maker”. The lesson will be relatively fast paced and straightforward, but there will always be a chance for you to practice and reflect. At the end of each session, optional exercises can be provided for y’all!!!