artificial intelligence · decision trees · JAVA · machine learning · sqlite

Decision Trees + build xml decision trees + JAVA + data from SQLite DB and file functionality


00:10 import into Eclipse the downloaded zip file for ‘Decision Tree Tutorial 03 w/ JAVA – Grow XML Tree’
00:27 create a new project and copy code from imported project
00:58 add and setup the sqlite jdbc jar file to the project
01:29 create a new package that will contain all 3 drivers for DB, File, & Hardcoded data
01:43 refactor code
05:26 code CreateDB01 class to create the database and create + populate the weather and contact lenses tables
06:50 run CreateDB01 to create + populate database
07:00 code the ‘data from database’ DBDriver class
08:34 test run the ‘data from database’ DBDriver
09:24 code the ‘data from file’ FileDriver class
11:35 test run the ‘data from file’ FileDriver
12:20 test run the hard-coded data Driver

Website + download source code @ http://zaneacademy.com or https://zaneacademyapp.appspot.com

Naive Bayes · Python · sentiment classification · sqlite

Naive Bayes + Sentiment Classification + Python + SQLite


00:10 start from downloaded file for ‘Naive Bayes Tutorial 01 w/ Python – Sentiment Classification’
01:27 add python file containing code for creating and populating database
02:14 run code (create_db_01) to create and populate database
02:22 refactor hard-coded data functionality
03:50 test run hard-coded data functionality
04:21 add data from database functionality
05:26 test run data from database functionality
06:00 add data from file functionality
07:09 test run data from file functionality

Website + download source code @ http://zaneacademy.com or https://zaneacademyapp.appspot.com

JAVA · Naive Bayes · sentiment classification · sqlite

Naive Bayes + Sentiment Classification + SQLite + JAVA


00:10 import into Eclipse the downloaded zip file for ‘Naive Bayes w/ JAVA Tutorial 02 – Sentiment Classification’
00:27 create a new project and copy code from imported project
01:00 add and setup the sqlite jdbc jar file to the project
01:30 create a new package that will contain all 3 drivers for DB, File, & Hardcoded data
01:55 refactor code
03:30 test run + debug the hard-coded data Driver
05:30 code and run CreateDB01 class to create and populate the database
06:48 run CreateDB01 class to create and populate the database
07:03 code the ‘data from database’ DBDriver class
07:30 test run the ‘data from database’ DBDriver
07:56 code the ‘data from file’ FileDriver class
08:33 test run the ‘data from file’ FileDriver

Website + download source code @ http://zaneacademy.com or https://zaneacademyapp.appspot.com

decision trees · Python · sqlite

Decision Tree (01) w/ Python + SQLite DB


00:10 start from downloaded file for ‘Decision Tree Tutorial 01 w/ Python – Find best feature to split on’
01:05 add python file containing code for creating and populating weather and contact-lenses sqlite tables
02:45 refactor hard-coded data functionality
04:00 test run + debug hard-coded data functionality
05:56 add data from database functionality
06:38 test run + debug data from database functionality
07:22 add data from file functionality
08:35 test run + debug data from file functionality

Website + download source code @ http://zaneacademy.com or https://zaneacademyapp.appspot.com

decision trees · JAVA · machine learning · sqlite

Decision Trees (02) + SQLite DB and file storage + JAVA + Build Tree


00:10 import into Eclipse the downloaded zip file for ‘Decision Tree Tutorial 02 w/ JAVA – Build Tree’
00:27 create a new project and copy code from imported project
01:00 add and setup the sqlite jdbc jar file to the project
01:30 create a new package that will contain all 3 drivers for DB, File, & Hardcoded data
03:34 code CreateDB01 class to create the database and create + populate the weather and contact lenses tables
05:00 code the ‘data from database’ DBDriver class
06:22 test run the ‘data from database’ DBDriver
08:10 code the ‘data from file’ FileDriver class
10:00 test run the ‘data from file’ FileDriver
10:56 test run the hard-coded data Driver

Website + download source code @ http://zaneacademy.com or https://zaneacademyapp.appspot.com

JAVA · Naive Bayes · sqlite

Naive Bayes Tutorial 01 + SQLite DB and file storage + JAVA


00:10 import into Eclipse the downloaded zip file for ‘Naive Bayes w/ JAVA (01)’
00:24 create a new project and copy code from imported project
00:55 create a new package that will contain all 3 drivers for DB, File, & Hardcoded data
01:10 quickly refactor the code
04:25 add and setup the sqlite jdbc jar file to the project
04:47 code CreateDB01 class to create the database and create + populate the weather and contact-lenses tables
07:05 code the ‘data from database’ DBDriver class
09:19 test run the ‘data from database’ DBDriver
12:07 code the ‘data from file’ FileDriver class
14:36 test run the ‘data from file’ FileDriver
16:05 test run the hard-coded data Driver

Website + download source code @ http://zaneacademy.com or https://zaneacademyapp.appspot.com

decision trees · JAVA · machine learning · sqlite

Decision Trees (01) w/ JAVA – SQLite DB and file storage + Find best attribute to split on


00:10 import into Eclipse the downloaded zip file for ‘Decision Trees w/ JAVA (01) – Find best attribute to split on’
00:26 create a new project and copy code from imported project
00:55 create a new package that will contain all 3 drivers for DB, File, & Hardcoded data
01:20 quickly refactor the code
02:38 test run the hard-coded data Driver
04:36 code CreateDB01 class to create the database and create + populate the weather and contact-lenses tables
07:04 code the ‘data from database’ DBDriver class
08:04 test run the ‘data from database’ DBDriver
08:10 add and setup the sqlite jdbc jar file to the project
08:34 create and populate the sqlite database
09:34 code the ‘data from file’ FileDriver class
11:39 test run the ‘data from file’ FileDriver

Website + download source code @ http://zaneacademy.com or https://zaneacademyapp.appspot.com