Ashraf Ghiye

Lebanese University - Faculty of Engineering 1 - Tripoli

Activités et associations :IEEE Chair (Student Branch), Books Club. It was a long journey, full of hard work and dedication.The first two years were ‘preparatory years’, I took several intensive courses encompassing a broad spectrum of engineering subjects. Those years helped me build a solid foundation in Mathematics, Physics and Computer Science. Afterwards, I took more specialised courses in Computer Science, Signal Processing and Information Theory.Relevant Courses: - Computer Science: Operation Research, Operating Systems, Logic and… Voir plus It was a long journey, full of hard work and dedication.The first two years were ‘preparatory years’, I took several intensive courses encompassing a broad spectrum of engineering subjects. Those years helped me build a solid foundation in Mathematics, Physics and Computer Science. Afterwards, I took more specialised courses in Computer Science, Signal Processing and Information Theory.Relevant Courses: - Computer Science: Operation Research, Operating Systems, Logic and Algorithms, Programming Languages, Microprocessors, Data Structures, Numerical Analysis. - Signal: Telecommunication, Information Theory, Wave Propagation, Signal Processing (I-II), Image Processing.- Mathematics: Calculus (I-IV), Algebra (I-II), Probability Theory, Statistics, Numerical Methods. - Physics: Solid State Physics, Thermodynamics, Modern Physics, Chemistry. - Electricity: Control Systems Modelling, Automatic Control (I-III), Sensors, Biomedical Electronics, Optoelectronics, VHDL. Voir moins

École Polytechnique

Graph Representation Learning and Applications for Financial Markets. Supervised by Michalis Vazirgiannis

Télécom Paris

I double-majored in Image Processing and Data Science.Image Processing:- Fundamentals of Image Processing (I-II)- Pattern Recognition- Knowledge Representation- ML for Pattern Recognition- Bayesian Learning & Variational Algorithms- Medical Imaging- Computational Patch-based Methods- Remote Sensing- 3D Vision and ModellingData Science:- Mining of Large Databases- Machine Learning- Graph Mining- Text Mining & NLP- Advanced… Voir plus I double-majored in Image Processing and Data Science.Image Processing:- Fundamentals of Image Processing (I-II)- Pattern Recognition- Knowledge Representation- ML for Pattern Recognition- Bayesian Learning & Variational Algorithms- Medical Imaging- Computational Patch-based Methods- Remote Sensing- 3D Vision and ModellingData Science:- Mining of Large Databases- Machine Learning- Graph Mining- Text Mining & NLP- Advanced (non-parametric) Statistics- Optimization Theory for ML- Statistical Learning Theory Voir moins

École Polytechnique

Coursework:- Optimization for ML ~ [R. Gower, A. Gramfort]- Statistical Learning Theory ~ [S. Clémençon]- MCMC: Markov Chain Monte-Carlo ~ [R. Douc]- Advanced Learning for Text and Graph Data ~ [M. Vazirgiannis]- Optimal Transport ~ [M. Cuturi]- Audio & Music Information Retrieval ~ [G. Peeters]- Time Series for Financial Data ~ [F. Roueff]- Deep Learning (I-II) ~ [O. Grisel, C. Ollions, Y. Petetin]- Markov Fields Models in Images and Signals ~ [W… Voir plus Coursework:- Optimization for ML ~ [R. Gower, A. Gramfort]- Statistical Learning Theory ~ [S. Clémençon]- MCMC: Markov Chain Monte-Carlo ~ [R. Douc]- Advanced Learning for Text and Graph Data ~ [M. Vazirgiannis]- Optimal Transport ~ [M. Cuturi]- Audio & Music Information Retrieval ~ [G. Peeters]- Time Series for Financial Data ~ [F. Roueff]- Deep Learning (I-II) ~ [O. Grisel, C. Ollions, Y. Petetin]- Markov Fields Models in Images and Signals ~ [W. Pieczynski]- Computer Vision ~ [A. Newson]- Big Data Frameworks: Hadoop / ElasticSearch / Spark- Data Stream Processing Voir moins

Vice President Student Branch

Associated with Ashraf Ghiye