jihyojeon/datascience_tutorial

datascience_tutorial with pandas / pandas basic / open data / Korea & Practice with Kaggle

datascience_tutorial

Pandas Tutorial

Followed the syllabus down below

EDWITH Boostcourse : Data Science with Python
https://www.edwith.org/boostcourse-ds-510/joinLectures/28137

Requirements

import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt

Used data from Korea

https://www.data.go.kr/

• Practice_1. Hospital/ Doctor's office info data
• Practice_2. Health data
• Practice_3. K-beauty export data

Machine Learning with Scikitlearn

Extra Projects: Practice with Kaggle data

• Project_1. diabetes_prediction data from Diabetes DB

Kaggle Competition Submission

1. Titanic.ipynb - Titanic - Machine Learning from Disaster