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DEDAN KIMATHI UNIVERSITY - Main Campus, RC 15, Nyeri, 12345

This project-based session with Python will guide participants through the key steps of a machine learning project, providing insights and practical tips along the way.

Nov 14, 2023, 2:00 – 4:30 PM

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Key Themes

Machine Learning

About this event

Event Description:

Join us for an immersive session where we bring together the essential elements of a machine learning project, culminating in a comprehensive conclusion. This hands-on event is tailored for those eager to apply their machine learning knowledge in a real-world scenario using Python.


Agenda:

1. Introduction :

- Brief overview of the machine learning project life cycle.

- Overview of the dataset and the problem statement.

2. Data Exploration and Preprocessing :

- Hands-on exploration of the dataset using popular Python libraries.

- Cleaning and preprocessing data for model readiness.

3. Feature Engineering :

- Understanding the importance of feature selection and engineering.

- Practical tips for creating relevant features.

4. Model Selection and Training :

- Overview of various machine learning algorithms.

- Guided implementation of selected algorithms using Python.

- Fine-tuning models for optimal performance.

5. Model Evaluation:

- Introduction to evaluation metrics.

- Assessing model performance on the project dataset.

6. Interpretability and Decision Making :

- Explaining model predictions.

- Making informed decisions based on the model's insights.

7. Conclusion  :

- Recap of the entire machine learning process.

- Guidance on how to apply these skills to future projects.

When

When

Tuesday, November 14, 2023
2:00 PM – 4:30 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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