Jacob Cho's Data Science

*** Python Machine Learning 7 : KNN Implementation - Training a KNN Classifier - Testing Our Model - Looking at Neighbors ***  Text-Based Tutorial & Code: https://techwithtim.net/tutorials/mac...

*** Python Machine Learning 6 : How Does K-Nearest Neighbors Work? - K-최근접이웃 알고리즘 설명 ***  Text-Based Tutorial & Code: https://techwithtim.net/tutorials/mac...

*** Python Machine Learning 5 : KNN p.1 - Irregular Data - Introduction to KNN(K-Neatest Neighbors; K-최근접이웃 알고리즘) - Downloading the Data (Car Evaluation Data Set) - Importing Modules (sklearn, pandas, numpy) - Loading Data - Converting Data ***  Text-Based Tutorial & Code: https://techwithtim.net/tutorials/mac...

[ 이미지출처: 생물정보학자의 불로그 "[python] 파이썬 pickle 피클 사용법"  ] *** Python Machine Learning 4 : Saving Models & Plotting Data - Installing Packages (matplotlib) - Importing Modules - Saving Our Model (by pickle) - Loading Our Model - Training Multiple Models - Plotting Our Data ***  Text-Based Tutorial & Code: https://techwithtim.net/tutorials/mac...

*** Python Machine Learning 2 : Linear Regression p.2 선형회귀분석 2 - How Does it Work? - Implementing the Algorithm - Viewing The Constants - Predicting on Specific Students ***  Text-Based Tutorial & Code: https://techwithtim.net/tutorials/mac... ***  UCI Data Set: https://archive.ics.uci.edu/ml/datase...

*** Python Machine Learning 2 : Linear Regression p.1 선형회귀분석 - Data Collection - Trimming Data - Linear Regression - Prediction ***  UCI Data Set: https://archive.ics.uci.edu/ml/datase...

*** Python Machine Learning 1 : Introduction - TensorFlow GPU - Anaconda - Pycharm ***  Anaconda Download: https://www.anaconda.com/download/ ***  Pycharm Download: https://www.jetbrains.com/pycharm/dow... ***  Installing TensorFlow GPU Tutorial: https://www.youtube.com/watch?v=KZFn0...

*** Python에서 MySql과 Sql 사용하기 5 - Hosting a MySQL Server on a Linux ***  Download Putty: https://www.putty.org ***  Playlist: https://www.youtube.com/watch?v=3vsC0... ***  Process and Linux Commands Once you have logged into the linux server run the following: sudo apt-get install mysql-server sudo mysql_secure_installation utility sudo ufw enable # allows remote access sudo ufw allow mysql sudo systemctl start mysql sudo systemctl enable mysql cd to /etc/mysql/mysql.conf.d/mysqld.cnf change bind to 0.0.0.0 sudo systemctl restart mysql # restart mysql Now obtain your PUBLIC IPV4 Address from the machine you want to connect with. mysql -u root -p create database Test Get ip address GRANT ALL ON fooDatabase.* TO fooUser@'PUBLIC IPV4 ADDRESS' IDENTIFIED BY 'some password' Then you can connect to the linux servers ip address as the host attribute for the MySQL connection. Use the username you set in the last command and the password.

*** Python에서 MySql과 Sql 사용하기 4 - Foreign Keys - Relating Tables ***  Playlist: https://www.youtube.com/watch?v=3vsC0...

*** Python에서 MySql과 Sql 사용하기 3 - Selecting Data - Altering Tables (adding/removing/renaming columns) ***  Playlist: https://www.youtube.com/watch?v=3vsC0...

*** Python에서 MySql과 Sql 사용하기 2 - Creating Tables - Inserting - Selecting ***  Playlist: https://www.youtube.com/watch?v=3vsC0...

*** Python에서 NySql과 Sql 사용하기 1 - Setup - Basic Queries (Python MySql Connector) ***  MySQL: https://dev.mysql.com/downloads/insta... ***  Python Connector: https://dev.mysql.com/downloads/conne...

*** Django (Web Development Framework) 사용법 11 : User Specific Pages/Access : 페이지 또는 데이터에 대한 액세스를 특정 사용자로 제한하는 방법 - User Specific Pages - Updating Models - Modifying View.py - Viewing All of A Users Lists - Restricting Pages ***  Text-Based Tutorial: https://techwithtim.net/tutorials/dja...

*** Django (Web Development Framework) 사용법 10 : Login, Logout and User Authentication - Logging In (validate/authenticate) - Login/Logout Redirect ***  Text-Based Tutorial: https://techwithtim.net/tutorials/dja...

*** Django (Web Development Framework) 사용법 9 : User Registration & Sign Up Page : Django 내장 인증모델을 사용한 가입 양식 만들기 - User Registration - Installing Crispy Forms - Creating a New Application - Creating a Sign Up Page - Creating the View *** Text-Based Tutorial: https://techwithtim.net/tutorials/dja...

*** Django (Web Development Framework) 사용법 8 : How to Add Bootstrap (Web Design framework) - What is Bootstrap - Adding Bootstrap - Using Bootstrap ***  Bootstrap website: https://getbootstrap.com/docs/4.3/get... *** Boostrap docs: https://getbootstrap.com/docs/4.0/com... *** Text-Based Tutorial: https://techwithtim.net/tutorials/dja...