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Zynab Smaan

Software Developer at Yaoota

Cairo, Egypt

Work Experience

  • Software DeveloperFull Time

    Yaoota

    Jul 2019 - Present -5 yrs, 11 months

    Egypt , Cairo

    • software developerFreelance / Project

      Freelancer

      Oct 2018 - Dec 2018 -2 months

      • Education

        • Master's Degree in Informatics

          Nile University (NU)

          Jan 2019 - Jan 2021 - 2 yr

        • Bachelor's Degree in Computer science

          Mansoura University

          Jan 2018 

        Achievements

        Successfully finished Deep learning specialization by deeplearing.ai on Coursera intoduced by Andrew Ng. It's consists of five courses. They are the most important parts in the specialization: 1 - Course 1 is the basic introduction of the Neural network. 2 - Course 2 discusses optimizers (GD, Adam, RMS prop), Batch normalization and hyperparameters tuning. 3 - Course 3 focuses on how to structure your project. How to choose the loss function and how you can improve it to be optimized for your task, handle bias-variance problem and, Train/dev/test Distributions. 4 - Course 4 is for Building Convolutional Neural Network (CNN) from scratch. Explaining the most inspiring models (LeNet, AlexNet, VGG16, ResNets, Inception) ,Object Detection with YOLO (you only look once) algorithm. It also talks about Face verification and Ne

        Verified Badges

        Technical Badges:

          Skills

          • NumPy
          • TensorFlow
          • Pandas
          • Matplotlib
          • Keras
          • SQL
          • J2EE
          • Python
          • html
          • css
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          Languages

          • Arabic

            Fluent
          • English

            Intermediate

          Training & Certifications

          • Convolutional Neural Networks by deeplearning.ai

            Coursera·2019
          • Sequence Models by deeplearning.ai

            Coursera·2019
          • Structuring Machine Learning Projects

            Coursera·2019
          • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

            Coursera·2019
          • Neural Networks and Deep Learning

            Coursera·2018
          • Nano Degree Deep learning

            Udacity·2018
          • Machine Learning: Classification

            Coursera·2016
          • Using Databases with Python

            Coursera·2016
          • Machine Learning: Regression

            Coursera·2016
          • Learning How to Learn: Powerful mental tools to help you master tough subjects

            Coursera·2016
          • Using Python to Access Web Data

            Coursera·2016
          • Machine Learning Foundations: A Case Study Approach

            Coursera·2016
          • Python Data Structures

            Coursera·2016
          • Programming for Everybody (Getting Started with Python)

            Coursera·2016
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