Data Science Bootcamp Projects

I have intensive learning 10 sprints during 4 month program including.

• Data Literacy
• Spreadsheets
• SQL Databases
• R Programming
• Python Programming
• Google Data Studio/ Tableau Public
• Business Statistics and Analytics
• Predictive Modeling and Machine Learning

Here is my mini project table

⬇️	⬇️	⬇️
Google sheet	Data visualization	Machine Learning
SQL project	Statistic 101	Python 1
R programming 1	Dashboard (Looker Studio)	Python 2
R programming 2	Dashboard (Tableau)	Python 3
Data Transformation	Dashboard (Power BI)	Web Scraping

Here is my mini project list during learning.

• Google sheet
  • Dynamic Query, Convert TH to EN Date, Extract Customer Information , Enriching Our Data with VLOOKUP

• SQL project
  • Create 4 Tables, 1x Fact, 4x Dimension, write SQL 3-5 queries analyze data, write 1 subquery/with function

• R programming 1
  • Create a Pizza Order Chatbot with at least 8-10 dialogues.

• R programming 2
  • Create a rock-paper-scissors game. Allows players to play as many rounds as they want. At the end of the game, sum up WIN, TIE, LOSS.

• Data Transformation
  • Analysis 5 question of "nycflights13" data with dplyr in R programming

• Data visualization
  • Data visualization in 5 chart with ggplot2 function in R programming.

• Statistic 101
  • Build a model, Logistic Train model, Evaluating model, Create a confusion matrix, Model evaluation

• Dashboard (Looker Studio)
  • Sale report 2014 - 2017 dataset

• Dashboard (Tableau)

• Dashboard (Power BI)

• Machine Learning
  • Regression technique : Predict "Gold" price.
  • Classification technique : Cross Sell Prediction

• Python 1
  • Analyzing Data

• Python 2
  • Create a rock-paper-scissors game. Allows players to play as many rounds as they want. At the end of the game, sum up WIN, TIE, LOSS.

• Python 3
  • Get stock market data from Yahoo Finance API and Try to build simple ML model with sklearn.

• Web Scraping
  • IMDB and Spec Phone Database Web Scrapping with R programming