Rohit Reddy's Projects
About me
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
This repository highlights the workflow and ease of use of training machine learning or deep learning models using Azure Databricks. Then deploying those models on both the AML Service and Azure Databricks.
code for Data Science From Scratch book
Repository of notebooks and related collateral used in the Databricks Demo Hub, showing how to use Databricks, Delta Lake, MLflow, and more.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
This repository is to prepare for Machine Learning interviews.
Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python
A project-based course on the foundations of MLOps with a focus on intuition and application.
Azure Machine Learning Lab Notebooks
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 ;)
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
All Algorithms implemented in Python
The "Python Machine Learning (3rd edition)" book code repository
Python Data Science Handbook: full text in Jupyter Notebooks