Summary of Technical Skills

• Python 3: essentials of Numpy, Pandas, and Matplot libraries
• Java: generics, Abstract classes, concurrent threads, exception handling, inner anonymous classes, streams and lambdas, and JDBC
• Unix/Linux CLI (bash scripting)
• Git basic version control
• Essential SQL/PL using Oracle’s SQL Developer
• Oracle, SQLLite
• Database design principles: ERD/EERD diagramming, associative relationships, bridging entities, specialization/generalization relationship, normalization process, DDL, DML and stored procedures/triggers
• Basic MATLAB
• HTML/CSS
• JavaScript
• Conceptual understanding of the following Machine Learning algorithms:
  • Linear regression/Ordinary least squares regression
  • Gradient descent optimization
  • Logistic regression
  • Neural networks