I studied for Big-data Analysist (21/12/28 ~ 22/06/23)
And I'm still studying various new technologies.
๐ I got the 2nd prize in the Bigdata contest with Ministry of Land, Infrastructure and Transport (2022/08) ๐
you can see my project in here or my github
Language : Python, SQL, HTML5, JavaScript, CSS
OS : Windows, Linux
Framework : Tensorflow, Keras, PyTorch, Bootstrap, Django, Flask, docker, ...
Database : Oracle, MariaDB
Development Tool : Colab, Jupyter Notebook, VScode, sqldeveloper
Visualization Tool : Tableau, Unreal Engine ...
Data Preprocessing : Pandas, Numpy, BeautifulSoup, Selenium ...
Data Analaysis : Scikit Learn, Scipy, Statsmodels ...
Data Visualization : Matplotlib, Seaborn ...
Pretained Model :
- Image : VGG19, YOLO series, Karlo ...
- NLP : Word2Vec, BERT, ChatGPT ...
- RL : DQN
- Time Series : SARIMA, Prophet, GRU
1st Project : Marketing solutions for target customer decreasing in purchases.
2nd Project : Automatic stock management system for Smart Factory.
3rd Project : Optimal aeronautical route calculation for making emergency delivery system using drones.