Name: Raghavendra Sudheer Vasantham
Type: User
Company: Texas A&M University - College Station
Bio: A mechanical engineer pivoting into business and data science through MBA + MS Analytics.
Making in-roads into open source, programming and machine learning.
Location: Texas, United States
Blog: https://www.linkedin.com/in/raghavendrasv/
Raghavendra Sudheer Vasantham's Projects
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Machine Learning frameworks, libraries and software.
Interesting links & research papers related to Machine Learning applied to source code
A curated list of awesome Python frameworks, libraries, software and resources
Kubernetes community content
:mortar_board: Path to a free self-taught education in Computer Science!
[DEPRECATED] See the new edition:
An index of all open-source data
:bar_chart: Path to a free self-taught education in Data Science!
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
common data analysis and machine learning tasks using python
Open Source Data Science Resources.
Data Science Resources (Mostly Free)
The Open Source Data Science Masters
Topics (Tutorials) from HackerRank
machine learning and deep learning tutorials, articles and other resources
http://unsupervised-learning.com
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
100+ Python challenging programming exercises
Python Data Science Handbook: full text in Jupyter Notebooks
Python sample codes for robotics algorithms.
Lectures on scientific computing with python, as IPython notebooks.
scikit-learn: machine learning in Python
A comprehensive list of tech conferences in India :india:
Computation using data flow graphs for scalable machine learning
Simple tutorials using Google's TensorFlow Framework
From the basics to slightly more interesting applications of Tensorflow
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"