Pinned Repositories
2015
Public material for CS109
2015lab5
Lab 5, the first on Machine Learning!
2018-CS109A
airbnb_price_pipeline
Starter Code for the Course 2 project of the Udacity ML DevOps Nanodegree Program
awesome_awesome
ga_practice_new
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
DementiaPredictionProject
Analysis of the Healthy Aging data from CDC and OASIS Brain MRI data to predict if subjects are demented or not
machine-learning-1
Content for Udacity's Machine Learning curriculum
SQL_Repos
SQL_For_Beginners
oserttas-math's Repositories
oserttas-math/Data-Science-Interview-Resources
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
oserttas-math/text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
oserttas-math/airbnb_price_pipeline
Starter Code for the Course 2 project of the Udacity ML DevOps Nanodegree Program
oserttas-math/awesome-mlops
A curated list of references for MLOps
oserttas-math/bigdatastuff
Some content around Apache Spark
oserttas-math/catboost_mlflow
oserttas-math/code_snippets
oserttas-math/data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
oserttas-math/demo_dagshub
oserttas-math/demo_dsv_fastapi
oserttas-math/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
oserttas-math/devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
oserttas-math/genre_classification
oserttas-math/github-heroku-fastapi
oserttas-math/GithubActions-DockerHub-CICD-Tutorial
oserttas-math/hello-github-actions
oserttas-math/heroku_app_mlops
Udacity Coursework for Deployment with Heroku
oserttas-math/LearnPython3
Snippets, efficient piece of code around Python3
oserttas-math/nd0821-c3-starter-code
oserttas-math/python-deepdive
Python Deep Dive Course - Accompanying Materials
oserttas-math/pythonadvancedtopix
having fun with the snake
oserttas-math/r_helloworld
oserttas-math/retentioneering-tools
Retentioneering: product analytics, data-driven customer journey map optimization, marketing analytics, web analytics, transaction analytics, graph visualization, and behavioral segmentation with customer segments in Python. Opensource analytics, predictive analytics over clickstream, sentiment analysis, AB tests, machine learning, and Monte Carlo Markov Chain simulations, extending Pandas, Networkx and sklearn.
oserttas-math/roadmaps
This repo is to add pages on various career paths and roadmaps such as data scientist, software engineer etc.
oserttas-math/sentiment-analysis-aws
oserttas-math/templates
LSST file and project templates
oserttas-math/test_ops_kit
Testing MLOPS tools
oserttas-math/TestCutterOz
TestRepo
oserttas-math/udacity_mlops
Repo for some of the version controlling practices
oserttas-math/verisdatastudy