machine learning pandas p1

AAST, Nozha, El Nozha, 4471312

Master Machine Learning Classification with Pandas: From Pigeons to Power Plants! (Part 1)

Apr 22, 3:00 – 4:00 PM

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Key Themes

Machine Learning

About this event

Master Machine Learning Classification with Pandas: From Pigeons to Power Plants! (Part 1)

Unleash the power of pandas for machine learning classification tasks! In this first part of a two-part series, we'll dive into the world of classifying data using Python's pandas library and machine learning algorithms.

Get ready to:

Conquer the fundamentals of machine learning classification - understand how algorithms categorize data into predefined groups.

Embrace pandas power! Learn essential techniques for data loading, cleaning, exploration, and manipulation using pandas, a must-have tool for data scientists.

Prepare for classification: Explore methods for data preprocessing, feature engineering, and splitting your data into training and testing sets.

This session is ideal for:

Beginners in machine learning eager to get hands-on with classification tasks.

Python enthusiasts who want to leverage pandas for data preparation in machine learning projects.

Anyone curious about practical applications of machine learning classification - we'll use fun and relatable examples (think classifying bird species by beak size or predicting if a power plant needs maintenance based on sensor data).

What to expect:

Interactive workshop format with step-by-step guidance.

Clear explanations from our instructors to build your understanding.

Practical exercises using real-world datasets (no prior coding experience necessary, but basic Python knowledge is helpful).

By the end of Part 1, you'll be well-equipped with pandas skills and ready to tackle machine learning classification algorithms in Part 2!

Stay tuned for Part 2 where we'll use these techniques to build and train our own classification models!

When

When

Monday, April 22, 2024
3:00 PM – 4:00 PM UTC

Organizers

  • Abdelrahman Soliman

    GDSC Lead

  • Ahmed Khairallah

    Web Development Head

  • Mohamed Gharib

    GDSC AASTMT-Cairo

    Head of Logistics

  • Jana Muhamad

    AAST

    Core Team Director

  • Ali ElSharkawi

    Machine Learning & AI head

  • Yahya Ayman

    Cyber Security Head

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