Georgia Martha Sari's starred repositories
ETL_with_Python
ETL with Python - Taught at DWH course 2017 (TAU)
Covid19-ETL-API
An ETL pipeline for Covid19 Data collected from John Hopkin's Github
decision-tree
Building a decision tree model from scratch
Decision-Tree-Implementation
A python 3 implementation of decision tree (machine learning classification algorithm) from scratch
decision-tree-implementation-from-scratch
Decision Tree Implementation from Scratch
Decision-Tree-from-Scratch-in-Python
Decision Tree from Scratch in Python
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
id-nlp-resource
A list of Indonesian NLP resources.
Cleaning-Titanic-Data
One of the most popular starter data sets in data science, the Titanic data set. This is a data set that records various attributes of passengers on the Titanic, including who survived and who didn’t. Here I have detected some missing value, replace the missing values and also create new values added to the dataset. There are two csv files, first one is titanic_original.csv and second one is tatanic_clean.csv. Second csv is generated from the R code, called 'titanic.r' here. Have fun.
computer-science
🎓 Path to a free self-taught education in Computer Science!
yahooquery
Python wrapper for an unofficial Yahoo Finance API
Kalman-Filters
Kalman filtering, also known as linear quadratic estimation (LQE), is an algorithm that uses a series of measurements observed over time, containing statistical noise and other inaccuracies, and produces estimates of unknown variables that tend to be more accurate than those based on a single measurement alone, by estimating a joint probability distribution over the variables for each timeframe. The filter is named after Rudolf E. Kálmán, one of the primary developers of its theory.
MNIST-to-CSV
Convert original MNIST database from http://yann.lecun.com/exdb/mnist/ into CSV format
vanillawebprojects
Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries
Mindmap-Full-Stack
This is A roadmap or you can spell it mindmap for Developer's , this is for frontend and Full stack developer , all the people who belive in them and want to grow faster can work with this mindmap.