Welcome

Welcome to the AI and Deep Learning course series, brought to you by an exceptional team of experts from the Microsoft community-based in Cairo, Egypt. This dedicated team is steeped in the knowledge and experience of artificial intelligence and deep learning. With a mission to cultivate learning and technological advancement, they blend their unique experiences and comprehensive understanding of the latest in AI to bring you an insightful learning experience. Guided by their passion for fostering AI proficiency, this team is excited to take you on this transformative journey of deepening your knowledge in machine learning and deep learning.

Course curriculum

  • 1

    Welcome to the course!

    • How to use this course
  • 2

    Session #1 : Series Introduction

    • Whats You'll Learn

    • Slides: Introduction to Machine Learning and Deep Learning

    • Tutorial Series Introduction

    • Slides: Introduction To Gradient Descent

    • Session 1: Introduction To Gradient Descent

    • Juypter Notebook: Images and Neural Networks Example

    • Session 1: Slides Downloads
  • 3

    Session 2: Deep Learning Models: CNNs, RNNs, LSTMs

    • What You'll Learn in Session 2

    • CNNs, RNNs, and LSTMNs

    • Slides: Introduction to Machine Learning and Deep Learning (Continued)

    • Slides: Recurrent Neural Networks (RNNs) Demo - TV Script Generation

    • Session 2: Slides Downloads
  • 4

    Session 3 : Encoder-Decoder Models, And Attention Mechanisms - Part 1

    • What You'll Learn in Session 3

    • Encoder-Decoder Models, And Attention Mechanisms

    • Presentation: Encoders, Decoders, and Attention

    • Session 3: Slides Downloads
  • 5

    Session 4 : Encoder-Decoder Models, And Attention Mechanisms - Part 2

    • What You'll Learn in Session 4

    • Session 4: Encoder, Decoders, and Attention (Part 2)

    • Presentation: Encoders, Decoders, and Attention (Part 2)

    • Session 4: Slides Downloads
  • 6

    What's Next is this Series

    • More Sessions Coming Soon

    • Deep Learning Language Model Demo

Course Presenters

Meet our Instructors

Our presenters from Microsoft include Hossam Amer, Data and Applied Scientist, Jailan El Mosalmi, Data and Applied Scientist, Reem Gody, Data Scientist, Amr Hendy, Data and Applied Scientist, and Shahd Seddik, Data and Applied Scientist.

Hossam Amer

Data and Applied Scientist, Microsoft

Jailan El Mosalmi

Data and Applied Scientist, Microsoft

Reem Gody

Data and Applied Scientist, Microsoft

Amr Hendy

Data and Applied Scientist, Microsoft

Shahd Seddik

Data and Applied Scientist, Microsoft