Pinned Repositories
cmgiler.github.io
Github Blog
Data-Science-Machine-Learning-Practice
Practice projects for Data Science and Machine Learning in Python, R, and Scala/Spark
Flight-Delay-Forecaster
Classification algorithm to preemptively detect flight delays based on origin and destination airports and weather forecast.
Jazzify
An algorithm which analyzes melodic frameworks and contour patterns to match instrumental accompaniment with solo performances.
Movie-Hype-Predictor
Linear regression model to predict box office opening weekend gross sales based on genre, rating, release season, and overall cast popularity.
MTA-Turnstile-Analysis
Exploratory analysis and visualization of MTA turnstile data to strategize a marketing campaign for a non-profit street team.
Python-for-Financial-Analysis-and-Algorithmic-Trading
Udemy Coursework
Udacity-Business-Analyst-Nanodegree
Project work for Udacity Business Analyst Nanodegree (Started July 2017).
Udacity-Data-Analyst-Nanodegree
Project work for Udacity Data Analyst Nanodegree (Completed April 2017). Highlighted skills include using Python for Data Analytics and Machine Learning, wrangling OpenStreetMap data with conversion to SQL database, creating visualizations with D3.js & Tableau, and A/B Testing.
YRNWS-Article-Summarization
Web-based Flask application using NLP, topic modeling, and extractive text summarization algorithms to generate abbreviated reports of scraped Reuters articles.
cmgiler's Repositories
cmgiler/Udacity-Business-Analyst-Nanodegree
Project work for Udacity Business Analyst Nanodegree (Started July 2017).
cmgiler/Movie-Hype-Predictor
Linear regression model to predict box office opening weekend gross sales based on genre, rating, release season, and overall cast popularity.
cmgiler/cmgiler.github.io
Github Blog
cmgiler/Jazzify
An algorithm which analyzes melodic frameworks and contour patterns to match instrumental accompaniment with solo performances.
cmgiler/Python-for-Financial-Analysis-and-Algorithmic-Trading
Udemy Coursework
cmgiler/Udacity-Data-Analyst-Nanodegree
Project work for Udacity Data Analyst Nanodegree (Completed April 2017). Highlighted skills include using Python for Data Analytics and Machine Learning, wrangling OpenStreetMap data with conversion to SQL database, creating visualizations with D3.js & Tableau, and A/B Testing.
cmgiler/Flight-Delay-Forecaster
Classification algorithm to preemptively detect flight delays based on origin and destination airports and weather forecast.
cmgiler/MTA-Turnstile-Analysis
Exploratory analysis and visualization of MTA turnstile data to strategize a marketing campaign for a non-profit street team.
cmgiler/YRNWS-Article-Summarization
Web-based Flask application using NLP, topic modeling, and extractive text summarization algorithms to generate abbreviated reports of scraped Reuters articles.
cmgiler/composer-airflow
cmgiler/d3-book
Code examples for “Interactive Data Visualization for the Web”
cmgiler/data-science-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
cmgiler/datacamp_helper_functions
Helper functions pulled from DataCamp Lessons
cmgiler/DataflowTemplates
Google-provided Cloud Dataflow template pipelines for solving simple in-Cloud data tasks
cmgiler/Deep-Learning-with-Python-and-Keras
Udemy Course - Zero to Deep Learning with Python and Keras
cmgiler/dsp
Metis Data Science Bootcamp - Official Prework Repository
cmgiler/First-Django-App
cmgiler/fullstack-nanodegree-vm
cmgiler/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
cmgiler/ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
cmgiler/mlops-on-gcp
cmgiler/mlops-with-vertex-ai
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
cmgiler/organogram
Organogram as a Network Graph (Created using jQuery and D3.js)
cmgiler/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
cmgiler/Social-Media-Clone-Web-App
Building a simple social media application using Python and Django Framework
cmgiler/ThinkBayes
Code repository for Think Bayes.
cmgiler/ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
cmgiler/training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
cmgiler/VEL-Database-Analysis-Tool
Python tool to read vehicle emission lab reports (in .xls format), convert into python dictionary, and export to PostgreSQL database or JSON format. Project will be integrated with Powertrain Database/Analytics Tool.
cmgiler/vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud