reddyreddys255's repositories
awesome-machine-learning-operations
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
ml-workflow-automation
Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
10-Simple-hacks-to-speed-up-your-Data-Analysis-in-Python
Some useful Tips and Tricks to speed up the data analysis process in Python.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
aws-sagemaker-build
Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S3 and GitHub events
Building-a-Simple-Chatbot-in-Python-using-NLTK
Building a Simple Chatbot from Scratch in Python (using NLTK)
python_tips
A collection of python tips in my everyday coding
amazon-sagemaker-architecting-for-ml
Materials for a 3-day instructor led course on applying machine learning
amazon-sagemaker-workshop
Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more
Automated-Resume-Screening-System
Automated Resume Screening System using Machine Learning (With Dataset)
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Data-Science-Competitions
Goal of this repo is to provide solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
explainable_artificial_intelligence
Slides, code and resources for model interpretation methods in machine learning and deep learning
Fraud-Analysis
Insurance fraud claims analysis project
Hyatt-Prescriptive-Analytics
This is a data science project done in R to analyze the Hyatt Hotel Dataset in different countries. The main aim of the project is to give recommendation to the Hotel on different measures to increase the Net Promoter Score.
IPython-Dashboard
A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Aiming at building an interactive visualization, collaborated dashboard, and real-time streaming graph.
Kaggle-Competitions
There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
Kickstarter-Campaign-Success-Prediction
A machine learning project trying to predict whether or not a Kickstarter campaign succeeds. Final report in PDF as well. Includes original dataset in csv and Jupyter Notebook
pyschedule
pyschedule - resource scheduling in python
Python-Recommendation-Engine
Implicit Collaborative Filtering based Recommendation Engine Implementation using LightFM along with REST API using django-restframework
real-time-recommender
Real time CF recommender system
stats-with-python
Learning statistics with Python