Create ML supervised and unsupervised algorithms in Python. Knowledge of how to deploy that shallow or deep algorithm on cloud AWS or other web servers.
My skills include:
✔️ Linear Regression
✔️ Logistic Regression
✔️ Decision Tree
✔️ Random Forest
✔️ Gradient Boosting algorithms (GBM, XGBoost, LightGBM, CatBoost)
✔️ Support Vector Machines (SVM)
✔️ Naive Bayes
✔️ kNN (k-Nearest Neighbors)
✔️ Clustering (k-Means, DBSCAN, GMM, Agglomerative Hierarchical Clustering)
✔️ Dimensionality Reduction Algorithms (PCA, LDA)
✔️ Keras, Tensorflow, PyTorch
✔️ Recommender Systems
✔️FastApi
✔️Django
✔️Flask