Machine learning and its challenges

Learning the foundation of ML isn’t just about knowing how to code and do the math, there are concepts that are extremely needed in order to build your ML system, what types of models you should use? What is the data? How to make sure your model works? What are the challenges that may face you?

Jun 9, 6:00 – 9:45 PM

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Key Themes

Explore ML

About this event

Many more questions in this session we will talk about machine learning and the pitfalls that we always want to avoid in every machine learning project.  

When

When

Sunday, June 9, 2024
6:00 PM – 9:45 PM UTC

Agenda

Topics: 1. What is Machine Learning
2. Types of Machine learning Systems
3.Supervised vs Unsupervised
4.Instance based vs model based
5.Data Problems and model Problems
6.Overfitting and Underfitting
7. Hyperparameter tuning & model selection

Speaker

  • Ahmed Alghali

    GDSC - University of Khartoum

    Google DSC Lead

Facilitator

  • Yousif Shaheen

    Technical Team (Machine Intelligence)

Organizers

  • Ahmed Alghali

    Google

    GDSC Lead

  • Mohamed Eltayeb

    Technical Team (Machine Intelligence)

  • Tajeldeen Mohammed

    Scholarship_advisor

    Media Team (Content Writer)

  • Reem Mohammed

    Technical Team (Machine Intelligence)

  • Samia Asim

    Media Team (Graphic | UI Designer)

  • malaz Fathalrahman

    Program Team (Program Manager)

  • Fawaz Yousif

    Technical Team (web/mobile Development)

  • mohammed Khalid

    Program Team (Technical Manager)

  • Adam Logman

    Technical Team (Machine Intelligence)

  • Asmaa Farouq

    Program Team (Program Manager)

  • Karam Elhaj

    Technical Team (Machine Intelligence)

  • Asrar Abdelgaber

    Media Team (Content Writer)

  • Maab Taha

    Media Team (Content Writer)

  • Mohamed Khalid

    Media Team (Content Writer | Social Media Manager)

  • Yousif Shaheen

    Technical Team (Machine Intelligence)

  • Ahmed Hamza

    Media Team (Graphic | UI Designer)

  • Lina Abuobaida

    Program Team (Moderator)

  • Leena Beshir Mohamed

    Media Team (Podcast and content Creation)

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