Linear Regression Analysis and Modeling

while statistician call it statistical learning we prefer to name it algorithm, in this session you will dive into the world of linear models, with linear regression example, you will get to know how to fit a line and how it is optimized using the cost functions, what is the metric for linear regression, and how it is implemented in code.

Jun 11, 6:00 – 9:45 PM

106
RSVP'd

RSVP Now

Key Themes

Explore ML

About this event

in this session you will dive into the world of linear models, with linear regression.

When

When

Tuesday, June 11, 2024
6:00 PM – 9:45 PM UTC

Agenda

linear regression
what fitting line is?
correlation
residuals (y-y)
how the residuals are calculated and averged (mse- rmse)
improved learned- loss function.
regression metrics
normalization and standardization

Speakers

  • Ahmed Alghali

    GDSC - University of Khartoum

    Google DSC Lead

  • Karam Elhaj

    GDSC_UOFK

    Technical Team (Machine Intelligence)

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)

Contact Us