Shlok Mishra

About me:

I am a final-year undergraduate student at the Indian Institute of Technology Kanpur (IITK) majoring in Statistics and Data Science, with minors in Machine Learning and Philosophy. My research interests lie at the intersection of computational statistics and machine learning. I am advised by Dr. Dootika Vats at IITK, whose guidance has significantly shaped my research trajectory.

Relevant Coursework:

I have completed the following courses during my studies at IIT Kanpur:

Statistical & Data Science Courses

• Markov Chain Monte Carlo
• Non Linear Regression
• Inference I-II
• Statistical & AI Techniques in Data Mining
• Time Series Analysis
• Linear Regression and ANOVA
• Introduction to Bayesian Analysis
• Multivariate Analysis
• Theory of Statistics
• Statistical Computing
• Data Science Labs I-III
• Elementary Stochastic Processes I
• Matrix Algebra and Linear Estimation
• Introduction to Probability Theory

Machine Learning Courses

• Differential Privacy in Machine Learning
• Probabilistic Machine Learning
• Statistical Natural Language Processing
• Introduction to Machine Learning
• Topics in Large Data Analysis and Visualization