Crafting Custom Datasets

DEDAN KIMATHI UNIVERSITY, RC 17, Nyeri, 12345

This session empowers you to build deep learning models tailored to your needs by guiding you through the creation and manipulation of custom datasets using Python.

Mar 12, 2:00 – 4:00 PM

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Key Themes

Machine LearningTensorFlow / Keras

About this event

Join us for an insightful session on "Crafting Custom Datasets" for deep learning using Python, where we'll delve into the process of creating specialized datasets to fuel your deep learning models. As datasets play a crucial role in the success of deep learning projects, understanding how to craft custom datasets tailored to your specific use case is essential for achieving optimal model performance and domain-specific insights.

Throughout the session, we'll explore various aspects of crafting custom datasets, starting from data collection and preprocessing to dataset curation and augmentation. You'll learn practical techniques for collecting data from diverse sources, cleaning and preprocessing data to ensure quality and consistency, and transforming raw data into a format suitable for training deep learning models.

We'll also discuss the importance of domain knowledge and context in dataset creation, highlighting strategies for selecting relevant features, labeling data, and balancing class distributions to address potential biases and improve model generalization.

Through hands-on demonstrations and real-world examples, you'll gain valuable insights into the entire process of crafting custom datasets, empowering you to tackle unique challenges and maximize the effectiveness of your deep learning models across various domains and applications.

Whether you're a seasoned deep learning practitioner or just starting your journey, this session will equip you with the knowledge and skills to create custom datasets that fuel innovation and drive breakthroughs in your deep learning projects. Don't miss this opportunity to elevate your deep learning skills and take your projects to the next level with custom datasets tailored to your specific needs.

When

When

Tuesday, March 12, 2024
2:00 PM – 4:00 PM UTC

Organizers

  • Mark Gatere

    GDSC Lead

  • Brian Muchai

    GDSC Co-Lead

  • Emmanuel Mutua

    Dekut

    Android Aficionado

  • Festus Gitahi

    Web Development Wonder

  • OMBATI OGETO BRIAN

    AI Visionary

  • Victor Mutethia

    Flutter Extraordinaire

  • george kimani

    UI/UX Maestro

  • Mergery Mukoma

    Game Dev Connoisseur

  • Nickson Kiprotich

    IoT Luminary

  • AMANDA FLAVIA AHONA

    Cybersecurity Sentinel

  • Ruth Kamau

    Events / Social Media Maven

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