KNOWLEDGE
- Extensive knowledge of Python, Numpy, Pandas, Matplotlib, Seaborn.
- Scikit Learn, including: Linear Regression, Lasso, Ridge, Rubber Net, K Nearest Neighbors, K Means Clustering, Decision Trees, Random Forests, Support Vector Machines, Hierarchical Clustering, DBSCAN, PCA.
- Natural Language Processing: Regular Expressions, Spacy, Latent Dirichlet Allocation for topic Modeling, NLTK, etc.
- Computer Vision with OpenCV: image processing, video streaming, object detection, face detection, deep learning with Keras.
- Exploratory data analysis, Feature Engineering, data storytelling.
- Tensorflow: neural networks, Keras, densely connected networks, convolutional neural networks, recurrent neural networks, automatic encoders, GAN: generative adversarial networks.
- Deployment using Flask and Django.
- Automation using python and the Automation Anywhere RPA tool: RPA task bot development, web automation, Scraping to PDF, web scraping, form automation, email automation, Excel automation, office automation in general, etc.
- Integration with Python, SQL and Tableau/Power Bi.