Weekly Progress | IS Project – Stock Prediction Using Linear Regression, SVM, and XGBoost

On the first week, I started learning Intelligent System and got tasked to get the topic for final project and also got into a group. So, I got into a group with Frendy and Fariz.

On the second week, I told my group that we should try stock prediction as our topic for final project.

On the fifth week, we started to search around what algorithm that will be suited for stock prediction. But Frendy and Fariz weren’t familiar with stock prices and their terms. So they learned on about stock first.

On the sixth to eighth week, we were still confused on whether to implement and searching for the algorithm that are suited for stock prediction.

On the ninth week, we found one article that are probably suited for our final project https://towardsdatascience.com/https-medium-com-vishalmorde-xgboost-algorithm-long-she-may-rein-edd9f99be63d

In the tenth and eleventh week, we started to play around with the code and how to implement XGBoost, we did find some code, but they were only predicting and showing the accuracy only, not the chart and not the closing price.

In the twelfth week, as our project presentation growing near. We asked our lecturer, Ms. Nurul about it and I finally understand the code and I tinkered with it. I was more to tinker with the XGBoost code rather than the SVM and Linear regression as it was being done by the others.

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Final Project Contribution: Multimedia and Human Computer Interaction (Cellmunity)

My Contribution to the game:

– Creating menu model
– Create score, highscore, temperature system
– Add sound effects
– Creating initial pause system
– Contribute to other coding

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Final Project Report: Multimedia and Human Computer Interaction (Cellmunity)

Game Title: Cellmunity

Team Members:

Ivan Ezechial Suratno      2101693920         http://2101693920ivan.blog.binusian.org/
David Honasan                 2101693933         http://2101693933david.blog.binusian.org/
Frendy Bodhi Susanto     2101693883         http://2101693883frendy.blog.binusian.org/

Screenshots:

 

The tutorial of the game could be accessed by clicking the ‘Tutorial’ Button on the menu:

My Contribution to the team:

– Creating menu model
– Create score, highscore, temperature system
– Add sound effects
– Contribute to other coding and sprite positioning
(* Even though there are section, the project is created together backing one and another.)

Object that are created by our team :

  1. All Buttons
  2. Health Bar
  3. Glossary Details
  4. Pulse (An amount of animation – Died)
  5. Lock

Object that are taken from the Internet :

  1. Bacteria – www.depositphotos.com
  2. White Blood Cells – www.shutterstock.com
  3. Human Circulatory System – findbiometrics.com
  4. Pulse (An amount of animation – Default) – hir.ma
  5. Thermometer – www.kisspng.com
  6.  Volume Off / On – www.flaticon.com

Game Website:
http://mahci.ezechial.online

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Final Project Proposal: Multimedia and Human Computer Interaction

Title                                      : Human Immunity System

Deadline                              : 29th October 2018

Team Members                  :
Ivan Ezechial Suratno        2101693920         http://2101693920ivan.blog.binusian.org/
David Honasan                   2101693933         http://2101693933david.blog.binusian.org/
Frendy Bodhi Susanto       2101693883         http://2101693883frendy.blog.binusian.org/

Target Audience                : Everyone (especially school student).

Project Description           :

We’ll would like to create human immunity system game. The player would be the white blood cell versus the enemy which is the bacteria, virus, etc. So the user would know what happened in our human immunity system that happened in our daily life.

The game would be high score based (Arcade Game). So everyone could share their high score others.

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Proposal Final Project: Database System

Title                                                   : Mobile Phone Store
Amount of Table                             : Approx. 8 – 10 Tables
Deadline                                            : 13th Week of Database System
Project Team                                    :

  1. Ivan Ezechial Suratno, 2101693920
    1. http://2101693920ivan.blog.binusian.org/
  2. David Honasan, 2101693933
    1. http://2101693933david.blog.binusian.org/

General Description                        : We’ll try to create offline system mobile phone store.

Description (Visual Basic)             : The visual basic visualization would be run from a login page of seller or buyer. Then, if buyer than it can order thing that will show the detail of each phone that are currently being sell. The seller could add an item to sell in the marketplace visualization. The SQL description will be created by Ivan Ezechial.

Section of Creation*                      :

  1. Ivan Ezechial Suratno : Database (MariaDB)
  2. David Honasan : Visual Basic (vb.net)

Exception                           :
* Even though there are section, the project is created together backing one and another.

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Hello world!

Hello, welcome to my new blog!
Hope you are enjoying reading this blog 🙂

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