Muhammad Umair

- Researching applied machine learning. - Comparing different Neural Architecture Search approaches. - Applying Transfer Learning approach for feature extraction. - Developing task-specific metrics for comparison of models.

- Data Cleaning and Data Extraction using python - Database Management using MySQL and PHP - Database Design using HTML - project link: https://www.geo.fu-berlin.de/en/geol/fachrichtungen/planet/projects/habitat_oasis/database/index.html

- Data Cleaning, Data Extraction using python - Database Management using MySQL and PHP - Database Design using HTML

- Machine Learning -Advanced Machine Learning -Mining Massive Datasets -Deep Vision -Object Recognition and Image Understanding -Combinatorial Optimization for Machine Learning.

-Calculus -Linear Algebra -Stochastic Processes -Time Series Modelling -Applied Probability -Real Analysis -Functional Analysis -Differential Equations.