Conducted Scientific Data Mining and Visualization & Advanced Algorithms in Machine Learning course with hands-on Python as a Teaching Associate with Prof. Jayaraman at Bioinformatics Department, Pune University, from Aug 2024 to Present

Scientific Data Mining and Visualization Syllabus

• Introduction to stochastic optimization
• Random Walk
• Monte Carlo, Metropolis Monte Carlo
• Simulated Annealing
• Genetic Algorithm
• Ant Colony Optimization
• Hands-on python for all algorithms

Advanced Algorithms in Machine Learning Syllabus

• Naive Bayes
• Logistic Regression
• Support Vector Machines
• Time Series Forecasting
• Convolutional Neural Network
• Recurrent Neural Network
• Hands-on python for all algorithms