kamesh-k Goto Github PK

10-steps-to-become-a-data-scientist

📢 Ready to learn or review your knowledge! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

abinbev-botathon

Dataset along with the code for the AbinBev BotAThon will be added over here

applied-economics-project

A term paper as a part of the course Applied Economics offered in the Jul-Nov 2018

ch5019-project

Codes for the project as a part of the Mathematical foundations for datascience are added here.

cme-lab-reports

competitive-coding

competitive-programming

Will be adding the codes for competitive programming problems which I am solving in my free time over here.

computational-lab

Scripts of Computational labs are added here

computational-materials-thermodynamics

corrosionrate-prediction

data-science--cheat-sheet

Cheat Sheets

data-science-ipython-notebooks

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.

dsa-id6105

The repository consists of the codes written as a part of the Data Structures and Algorithms course offered at IIT Madras during JUL-NOV 2019.

dynamic-rpca

Code to perform Robust PCA to seperate the background and foreground in a given video clipping.

ga-truss-optimization

A genetic algorithm-based truss topology optimization solver programmed in MATLAB

gartner-hackelite

Jupyter Notebooks used for the Gartner HackElite hackathon are added here. Along with the notebooks, the train and test data are added as well.

graph-digitizer

Hobby Project - A python based program to digitize images of graphs and provide the data as well as the suitable python code to plot the graph as well.

high-performance-computing

This repository consists of classwork and homework of the course High-Performance Computing offered at IIT Madras.

leetcode

LeetCode Problems' Solutions

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

ml-sklearn

The repository consists of codes in python for various machine learning models from the package Sci-Kit Learn.

monte-carlosimulation-for-options-pricing

Codes of the HPC Project are added here.

motif-based-fingerprint

numerical-methods-me5107

The repository consists of the codes written as a part of the Numerical Methods course offered at IIT Madras during JUL-NOV 2019.

numpy_exercises

Numpy exercises. Thanks @Kyubyong! This would be an amazing set of exercises for our freshers to learn from!

openmp

OpenMP practice and study codes will be added here.

options-visualization

Visualization of vanilla options and exotics. BS Model for a vanilla option is used to describe the pay-off option.

pyopencl

OpenCL integration for Python, plus shiny features

reactjs-tutorial

Created with CodeSandbox

spir