Programming skills
- Languages: Matlab, C, Python
- Data packages & APIs: Pandas, Numpy, Matplotlib, Scikits-learn, Tensorflow, Keras, NLTK
Relevant Courseworks:
Computation Intensive Statistics, Mcgill
Optimization, Mcgill
Neural Networks and Deep Learning, deeplearning.ai
- Neural Networks and Deep Learning
- Sequence Models
- Convolutional Neural Networks
- Structuring Machine Learning Projects
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Neural Networks for Machine Learning, University of Toronto
Probabilistic Graphical Models, Stanford University