for machine learning, data science
My Masters of Science (MSc) degree means that I had a formal education in data collection/processing/analysis; statistics and machine learning. Next to that, I have built and deployed many data science projects with the following internationally popular frameworks and libraries that are industry standards these days.
Data collection. Dataset loading. Dimensionality reduction. Value processing. Standardization and normalization. Feature engineering. Plotting informative graphs. Etcetera.
Neural networks, classifiers, regressors and clustering algorithms. I've delivered and deployed them all. Often with the use of the following managed tools: