Pratik's Projects
Course 18.S191 at MIT, Spring 2021 - Introduction to computational thinking with Julia:
This Repository will give you an idea of the relationship between chaos, pattern and physics.
Course Material for the Code/Astro Workshop 2022
A complete computer science study plan to become a software engineer.
Jupyter Python Notebooks of "Computational Physics", Landau, Paez, Bordeianu
Public material for CS109
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Analysis of the Formula1 Abudhabi Grandprix 2021. The Verstappen Hamilton controversy
Profile
Deblurring images using autoencoders
Predicting Residential Property price in all counties of Ireland
Algorithm to create miniature life with Python.
Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
A package to determine observability of an astronomical object using it's magnitude and telescope's limiting magnitude.
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
:fire: A series of code examples for all sorts of machine learning tasks and applications.
This is project focuses on simulating orbital motion of planets and bodies obeying inverse square law.
Visualizing physics concepts using Python.
SPS@UCF's introductory physics problem solver and model.
Python Data Science Handbook: full text in Jupyter Notebooks
ASTR 598: Astro-statistics and Machine Learning
Github repository for the ZTF Summer School 2021
Repository for the ZTF Summer School 2022