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1. optimization-in-deep-learning optimization-in-deep-learning Public

   Optimization algorithms commonly used in deep learning, mini-batch GD, SGD, and momentum methods AdapGrad, Adam... advanced methods Newton, quasi-Newton, L-BFGS...

   Python 8 2

2. probabilistic-machine-learning probabilistic-machine-learning Public

   Key words: Bayesian analysis, Probabilistic programming, Data analysis, Bayesian machine learning... Using Python with its library PyMC3, pandas...

   Jupyter Notebook 10 5

3. data-scientist-explore data-scientist-explore Public

   CRISP-DM pipeline, data wrangling, data modeling, software development, web development/data visualization, data pipeline.

   Jupyter Notebook

4. multi-sensor_obstacle_fusion multi-sensor_obstacle_fusion Public

   Personal work on sensor fusion for self-driving cars. Including Lidar, Camera, Radar, and Fusion techniques.

   C++ 32 10

5. cv-facial-landmarks-applications cv-facial-landmarks-applications Public

   Facial landmarks detection along with their applications (virtual makeup).

   Jupyter Notebook 4 4

6. cv-mask-detection cv-mask-detection Public

   Training custom object detector using yolo v3 and v4, along with inference and deployment. (using kaggle face mask data)

   Jupyter Notebook