
Zynab Smaan
Software Developer at Yaoota
Cairo, EgyptWork Experience
Education
Master's Degree in Informatics
Nile University (NU)Jan 2019 - Jan 2021 - 2 yr
Bachelor's Degree in Computer science
Mansoura UniversityJan 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:
Languages
Arabic
FluentEnglish
Intermediate
Training & Certifications
Convolutional Neural Networks by deeplearning.ai
Coursera·2019Sequence Models by deeplearning.ai
Coursera·2019Structuring Machine Learning Projects
Coursera·2019Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Coursera·2019Neural Networks and Deep Learning
Coursera·2018Nano Degree Deep learning
Udacity·2018Machine Learning: Classification
Coursera·2016Using Databases with Python
Coursera·2016Machine Learning: Regression
Coursera·2016Learning How to Learn: Powerful mental tools to help you master tough subjects
Coursera·2016Using Python to Access Web Data
Coursera·2016Machine Learning Foundations: A Case Study Approach
Coursera·2016Python Data Structures
Coursera·2016Programming for Everybody (Getting Started with Python)
Coursera·2016