Machine Learning Study Jam

Hands-on practice with powerful open-source tools, libraries and resources in Machine Learning & Data Science.

Aug 14, 2022, 12:00 – 3:00 PM

29
RSVP'd

Key Themes

DataMachine LearningTensorFlow

About this event

Introduction to ML (45mins)

Intro to Kaggle (15min)

ML Project (1h):

  • Loading data with Pandas
  • EDA with Matplotlib and Seaborn
  • Training Decision tree
    • w/ scikit-learn
    • w/ Tensorflow Decision Tree
  • Model Evaluation
  • Model Prediction
  • Submiting the results

Intro to Deep Learning (30mins)

DL Project (30mins):

  • loading images
    • w/ OpenCV
    • w/ ImageDataGenerator
    • w/ TF Data
  • Plotting images
  • Image analysis techniques
  • Training the model
  • Model Evaluation
  • Model Prediction

Facilitator

  • Taha Bouhsine

    Certified TensorFlow Developer

Organizers

  • Khawla Hassan

    Organizer

  • Omar Gouda

    Team Member

  • Asma Ramadan

    Publicis

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