My Skills

Languages

  • Python
  • R
  • C++

Machine Learning Algorithms

Regression

  • Linear Regression
  • Polynomial Regression
  • Ridge, Lasso & Elastic Net

Classification

  • Logistic Regression
  • K-Nearest Neighbor
  • Decision Trees
  • Naive Bayes

Unsupervised

  • K-Means Clustering
  • Hierarchical Clustering
  • DBSCAN
  • PCA

Ensemble

  • Bagging: Random Forest
  • Boosting: Gradient Boost, AdaBoost, XGBoost
  • Stacking

Databases and Cloud Platforms

  • SQL
  • PySpark On Google Cloud Platform
  • Django

Deep Learning Algorithms

Image Classification, CNN, RNN and LSTM

Text Analysis

NLP: Basic experience about Sentiment Analysis using NLTK and VADER