Description:

Welcome to "Pandas Palooza," where we'll embark on an exciting journey into the realm of data manipulation and analysis using Python's powerhouse library - Pandas.

In this comprehensive workshop, we will delve into the art of transforming raw data into valuable insights with ease and confidence that you will gain through hands-on experience and Proactive clarification as we go through the workshop.

Engage in hands-on exercises to solidify your understanding and gain practical experience after every section. Why wait ??

Let’s start the fun ;)

The Workshop will cover the following:

1. Introduction to Pandas: Kickstart your adventure with a warm welcome to the Pandas universe. Discover why Pandas is the go-to tool for data analysis/manipulation and get set up with the essentials.

2. Basics of Pandas Data Structures: Learn the ABCs of Pandas as we explore Series and DataFrames. From creation to manipulation, grasp the foundational concepts to wield data like a pro.

3. Data Cleaning and Preprocessing: Navigate through the murky waters of messy data with finesse. Tackle missing values, wrangle data types, and polish your dataset.

4. Data Exploration and Analysis: Equip yourself with the tools to uncover hidden patterns and trends within your data. From descriptive statistics to advanced aggregation techniques, unleash the full potential of Pandas for insightful analysis.

!! Roll up your sleeves and put your newfound knowledge into practice!!

We will do hands-on practice through google-colab notebooks that will help us to apply the concepts we are learning in real time.

Recap key takeaways before bidding adieu to our Pandas Playground adventure

Prerequisites:

Basic Understanding of Python Programming

Video URL:

https://drive.google.com/file/d/1oUEtS3ofJL1TeJ4NCCid3yM-alRQEEX9/view?usp=sharing

Content URLs:

https://docs.google.com/presentation/d/1vBho8MVLxLDMXouwhlVeAiesxwCNQBoH/edit?usp=sharing&ouid=106347759096870385959&rtpof=true&sd=true

Speaker Info:

I am a software engineer with almost two years of experience in Python, with exposure to a varied stack of technologies in full-stack development and data engineering. Passionate about sharing knowledge, I have delivered multiple talks and workshops to college students as an alumnus and senior, and have been teaching Python for the past four years to students and women re-entering the workforce. My workshops emphasize practical skills and real-world applications, aiming to empower participants. As a dedicated learner, I am always open to improvements.

Speaker Links:

LinkedIn: https://www.linkedin.com/in/neha-sharma23/