Daredevil - Time Percent Edition

▶ ︎ More than 70% invest in the US?!

Investment bot, the starting point for fulfilling my dreams

While at work, while traveling, and on a date. What if my laptop at home automatically increased my assets? Two years ago, I was an ordinary office worker with no experience in coding projects, and even less investment experience. However, “Let's make something with my own hands, even if it's just 10 won.”After work with the feeling of heading to the ground, I spent a lot of time and started developing an investment bot.

Since then, my Life and mindset begin to completely changeI did it. The excitement of creating an investment bot that runs on your own algorithm. I learned to study every night without anyone having to do it.

Everyone is like me through this class HotIf you can experience it, I think it will also be a part of my grateful life.

Two things you can gain from building an investment bot

[Economic strength up, IT ability up]

Chapter 1. Economic power up!

Below is an automated investment bot I created 'JackBot'The earliest model of Net profit for 4 monthsIt's. (Both fees and taxes Excluded amounts)

(Early years The model used an algorithm that works in a bullish market. Therefore, we recommend selecting and using the appropriate algorithm according to market conditions!)

By the way, I went to JackBot for 4 months Time invested is 0 hoursIt's.

To create a bot for the first time 3 to 5 monthsIt takes a period of time, but after that, when profits start to be made, the time to invest in bots Converge at 0 hours a dayI will do it.

Chapter 2. IT skills up!

In order to create an investment bot, multiple IT technologies are combined. A comprehensive gift set of AI, DB, Python, crawling, OS, etc.That's it! Don't worry! I started making without knowing anything about stocks or coding, and it was so interesting that I developed it as a hobby.

Even office workers and students who are not related to IT gain not only the ability to invest in algorithms, but also the ability to automate redundant tasks.

In other words, I'm building a bot that does the work for me!

AI automated investment bot class?

Simply put, I made it Investment algorithmsThrough the computer automatically How to create a program to buy and sell stocks A to Z quick! This is a class I'll tell you about.

Computer majorEven if it's not, Stock investmentIt's okay if you've never tried it before.

My class Match both stocks and computers at the eye level of someone who doesn't know It's going on.

▶ ︎ 5 steps to create an investment bot

This class,

It's not just a class that teaches investment algorithms.

The moment I disclose my own investment algorithm, I'm playing a “zero-sum game,” so it doesn't make any sense. Thus, How to create your own investment algorithmYou need to know.

“Anyone can make money if they follow suit.” I don't want to say that sweet thing. Good results require a lot of time, effort, lots of simulations, validations, and waitsI was also able to realize through numerous failures that came out. When the yield is verified through simulation and simulated investment without being impatient, you must ensure that you proceed with the actual investment in earnest!

So that I can safely go through the twists and turns of the two years I've been through without trial and error I'll be your guide.

All of my failures and success stories We promise to deliver it honestly.

Wall Street and Quant

America is already Stock tradingof 70% This leverages AI investments.

There is a famous anecdote that the US investment bank “Goldman Sachs” (market capitalization: 79 trillion) fired all 600 stock trading traders in 2017, leaving only 2 computer engineers. The reason for this is that the artificial intelligence investment analysis program “Kensho” was introduced, and the analysis required by 15 people over a period of 4 weeks can be processed in 5 minutes.

In addition, “Renaissance Technology”, an American fund company that manages 14 trillion won, is 100% traded through a computer system, and the average annual yield reaches 30%. We make profits from algorithmic trading only statistically and scientifically.

In this way, people who make their own investment rules and invest through computer programs'Quant'It's called. Currently, it is said that there is still a huge shortage of quants in Korea. I hope a quant that will go down in history in Japan will be born:)

What to bring? All you need is just one.

Laptop (or desktop) One stand is enough!

However, Window OS is required (Securities company API Window Only OS is supported)

If you use a MacBook like me, you can install the virtual environment tools [Parallels (paid), Vmware (paid), VirtualBox (free)] on your Mac and use Windows, or you can install windows using the boot camp (free) provided by default on your Mac.

* If you ask Google how to set up a window environment on a Mac, there's a lot of information:)

** You don't need to know basic Python syntax! In order to maximize learning efficiency, we will create a bot step by step and teach you the basic grammar you need from time to time. For more details, please refer to the curriculum below.

*** Minimum computer specifications

CPUs

MySQL minimum: 2 CPU Cores

TensorFlow minimum specification: 64-bit CPU that supports AVX. You can think of it as supporting almost all CPUs released after 11 years. (Pentium and Celeron are excluded after Sandy Bridge based on Intel; after Bulldozer based on AMD)

RAM

MySQL minimum: 2 GB RAM

storage device

The hard drive must have at least 150 gigabytes of “free space”. (You can use an external hard drive)

OS

Window10 64bit

Also, since Kiwoom Securities uses OpenAPI, it is necessary to use a Kiwoom Securities account when developing bots.

Kiwoom Securities OpenAPI is divided into domestic and overseas. In this class, we will focus on 'domestic' OpenAPI and explain it. Bots can be used for trading COSPI, KOSDAQ, and ETFs.