Check out what classmates have to say!
Skills You’ll Learn
Asset allocation investment with economic freedom
Automated trading makes complex strategies and rebalancing easier!
Everything, even my pension account!
Quant investing is also automatic!
Any quant strategy can be implemented automatically with a class-created system!
Are long-term investments boring? Try rolling Danta automatically too!
From Korean stocks to US stocks
All of them can be sold automatically!
An item that has exploded in trading prices? US ETF leveraged investment?
Let's implement various danta strategies!
That's great!
It provides a number of automated trading bots
Bots whose profits have been verified over a long period of time through backtesting
I have a sense of peace of mind!
Class introduction
If you invest in stocks, this class is a 'must'!
If you want to reflect your own strategy completed in this class
You can continue your investment life with peace of mind no matter what kind of market situation it is, and no matter what kind of crash it is.
I think you'll eventually be able to achieve financial freedom.
From Korean stocks to US stocks
Automate everything from general accounts to pension accounts!
Static dynamic all famous asset allocation strategies!
From quant to danta!
As you can see from reviews of the existing automated coin trading classes, I made this class with all my heart!
▲ Go to Class 1 (click on the picture)
In the case of automatic stock trading
Various bots whose profits have been verified to some extent through long-term backtesting
You can use it as is, and you can invest comfortably.
Course effect
With effective asset allocation, it is possible to automatically trade overseas accounts as well as internal pension accounts (personal, retirement pension), and through this, successful retirement is possible, and even enjoy fun with quant investment and single investment.
You can create a proven asset allocation automatic trading strategy that distributes investments in various assets such as stocks, bonds, gold, and cash, and rebalances once a month to a year.
Multiple complex strategies can be executed automatically at the same time, from numerous quant strategies to single hit strategies.
Rather than high-risk, short-term, high-return investment know-how, can be seen in any market situation with 'low risk and long-term high-profit' investment know-how.
▲ From the automated trading system we built Asset Allocation + Quant + DantaYou can invest in a variety of ways with a combination of
Recommended target
Those who need a bot that automatically invests 24 hours a day according to the strategy I have set
Those who are curious about “asset allocation + quant investment” know-how and “danta trading” know-how, which is easy even in a falling market
Those who want to automatically trade using the API newly released by Korea Investment Securities (logic similar to automatic coin trading)
Those who are curious about the minimum yield of investing 100 million, 2.6 billion after 20 years, 13.6 billion after 30 years, 7.1 billion after 40 years, and 360.7 billion after 50 years
2 reasons why this class is special
❶ Achieve a return on investment with 30% annual profit and 15% MDD
📍 Do you know about “Quant Investment”?
Also known as 'quantitative investment', it is an investment methodology that is not a qualitative judgment, but rather an investment methodology that involves investing only with numbers. It doesn't matter who the CEO of the company is or what kind of business they do. It has a deep history as an investment method of buying if conditions are met, and there are so many strategies. Through this, we can implement any number of other quant strategies in the automated trading system we have built.
A view of the bot provided by the class working automatically on the server
📍 “Asset allocation” is not just for wealthy people
The more novice you are, the more you should start investing with asset allocation.
As an asset allocation investment that shines in a falling market by investing in various assets in a distributed manner
You can continue to invest stably with less MDD. Experience the magic of welfareTry it out!
❷ Trading know-how with relatively low risk
We will show you a system for trading using indicators such as trading prices, RSI indicators, moving averages, and Bollinger bands. In addition, we will also show you how to build the following investment bot (2022 NEW version).
📍 A bot that targets when an item with a transaction price immediately rises, and targets a pullback zone.
📍 If it falls too much, there is no choice but to eventually have a technical rebound. At this time, Danta Bot uses the RSI indicator to use short-term lows
📍 Bots that use Bollinger Bands to carry long fights and danta together, etc.
In addition, we will teach you about the risks of leveraged ETFs and how to invest safely in a class.
Also Maximize profits by implementing a trailing stop function I will!
There are so many advantages of classes, but to sum them up, there are limitations
Check out the curriculum right away or check out the details from the link below!
Class details: https://blog.naver.com/zacra/222910208656
[Must-read notice]
📂 Attachments can be purchased for a fee on the subscription page (CLASS101+).
- Comprehensive Dual Momentum Strategy Bot (Gemana Stock Automatic Trading Chapter 4-4 Course Materials)
- Defensive Asset Allocation DAA Strategy Bot (Gemanya Stock Automated Trading Chapter 4-5 Course Materials)
- Small Cap Quant Strategy + Market Timing Bot (Gemanah Stock Automated Trading Chapter 5-5 Course Material)
- US Quant and Danta Preparation Codes (GemanA Stock Automated Trading Chapter 6-5 Course Materials)
- Leveraged ETF Infinite Profit Trading Bot (Gemanah Stock Automatic Trading Chapter 7-4 Course Materials)
- BB Moa Bot using Bollinger Bands (Gemanah Stock Automatic Trading Chapter 7-5 Course Materials)
Or when you buy what you need ALL IN ONE PACKAGEYou can also buy and download them all at once.
📂 If you have purchased a single class, please purchase a course ticket
You can get the files free of charge.
**Available on My Page > Order History > Downloads**
A class to create an automated trading bot for US & Korean stocks that is strong even in a falling market
This is the lesson material for chapters 4-4.
This file is a comprehensive dual momentum strategy (CDM) bot covered in chapters 4-4.
The basic strategy is as follows:
📌 Stocks: SPY, EFA
📌 Bonds: HYG, LQD
📌 Real estate: VNQ, REM
📌 Depression: GLD, TLT
📌 Reference ETF: BIL
Momentum score = 12-month yield
📌 There are 4 areas: stocks, bonds, real estate, and recession
Allocate 25% each!
📌 Invest in the ETF with the highest 12-month yield in each area!
However, it must be higher than the 12-month yield of BIL, which is the standard ETF
If it's low, hold cash without investing
https://portfoliodb.co/portfolios/composite-dual-momentum/
Of course, it can also be operated from a domestic account as a domestic listed ETF.
It was an expensive class that was originally intended to be sold for 300,000 won, but after switching to a subscription model
In order to secure profitability, we unavoidably sold lesson materials for some chapters
Thank you for your kind understanding!
Please also peruse the articles in the lesson materials for chapters 4-4
Dynamic_Asset_CDM_US.py - US Stock Composite Dual Momentum Bot
Dynamic_Asset_CDM_US_A.py - US stock comprehensive dual momentum bot for consolidated margin users
Dynamic_Asset_CDM_KR.py - A comprehensive dual momentum bot for Korean stocks
Go to Gemanah's automated trading class 👇
https://101creator.page.link/JoSE
A class to create an automated trading bot for US & Korean stocks that is strong even in a falling market
This is the lesson material for chapters 4-5.
This file is the defensive asset allocation DAA bot covered in chapters 4-5.
The basic strategy is as follows:
📌 Risk assets: SPY, IWM, QQQ, VGK, EWJ, EEM, VNQ, DBC, GLD, TLT, HYG, LQD
📌 Safe assets: SHY, IEF, LQD
📌 Canary assets: EEM, AGG
Momentum score = 1-month yield* 12 + 3-month yield* 4 + 6-month yield* 2 + 12-month yield* 1
n = the number of Canarian asset classes with negative or negative momentum scores
n = 2
Invest in 100% safe assets - invest in the 1 with the highest momentum score
n = 1
Invest in 50% risky assets - the same share of distributed investments in the top 6 with the highest momentum scores
Invest in 50% safe assets - invest in the 1 with the highest momentum score
n = 0
Invest in 100% risky assets - the same share of distributed investments in the top 6 with the highest momentum scores
https://portfoliodb.co/portfolios/defensive-asset-allocation/
Of course, it can also be operated from a domestic account as a domestic listed ETF.
It was an expensive class that was originally intended to be sold for 300,000 won, but after switching to a subscription model
In order to secure profitability, we unavoidably sold lesson materials for some chapters
Thank you for your kind understanding!
Please also peruse the articles in the lesson materials for chapters 4-5
Dynamic_Asset_DAA_US.py - US stock DAA bot
Dynamic_Asset_DAA_US_A.py - US stock DAA bot for consolidated margin users
Dynamic_Asset_DAA_KR.py - Korean stock DAA bot
Go to Gemanah's automated trading class 👇
https://101creator.page.link/JoSE
A class to create an automated trading bot for US & Korean stocks that is strong even in a falling market
This is the lesson material for chapters 5-5.
This file is a bot that adds market timing to the small cap quant strategy covered in Chapter 5-5.
Preparing for a general small-cap quant strategy
It's a bot that can raise yields and reduce MDD a lot.
It was an expensive class that was originally intended to be sold for 300,000 won, but after switching to a subscription model
In order to secure profitability, we unavoidably sold lesson materials for some chapters
Thank you for your kind understanding!
Please also peruse the articles in the lesson materials for chapters 5-5
SmallStock_ST_KR_MT.py - This is the final bot for small cap stock quant strategies
Go to Gemanah's automated trading class 👇
https://101creator.page.link/JoSE
A class to create an automated trading bot for US & Korean stocks that is strong even in a falling market
This is the lesson material for chapters 6-5.
These files are bots that implement various US financial information collection topics covered in Chapter 6-5 and small cap stock quant strategies.
If you want to run the US Danta bot after the US Quantna
This item is a must!
It was an expensive class that was originally intended to be sold for 300,000 won, but after switching to a subscription model
In order to secure profitability, we unavoidably sold lesson materials for some chapters
Thank you for your kind understanding!
Please also peruse the articles in the lesson materials for chapters 6-5
The following libraries need to be installed!
📌 Pip3 install yfinance
KIS_Make_StockData_US.py - Bot that collects information about US stocks
test_us.py - An example of using collected US trading data
SmallStock_ST_US.py - Example of a small cap quant strategy for US stocks
SmallStock_ST_US_MT.py - Example of a small cap quant strategy for US stocks with market timing
SmallStock_ST_US_A.py - when using integrated margin
SmallStock_ST_US_MT_A.py - when using integrated margin
Go to Gemanah's automated trading class 👇
https://101creator.page.link/JoSE
A class to create an automated trading bot for US & Korean stocks that is strong even in a falling market
This is the lesson material for Chapter 7-4.
This file is an unlimited profit buying bot that improved leveraged ETF investments covered in Chapter 7-4.
After a few weeks of testing, the bot is still making a good profit.
Leveraged ETFs have very high MDD, so you should refer to the class to determine the investment share
Explain the logic of the Infinite Lee Pyeong Buy Bot
📌 50 installments of principal (40 installments for regular purchases, 10 divisions for special water rides)
📌 Accessible conditions vary from session to session
📌 The target yield is also different
📌 A water ride entered the section recognized as a low point, exited the next day, and recorded a loss of realization
📌 When the target profit+loss is covered by reflecting everything, half is profit and half falls out of the trailing stop
It was an expensive class that was originally intended to be sold for 300,000 won, but after switching to a subscription model
In order to secure profitability, we unavoidably sold lesson materials for some chapters
Thank you for your kind understanding!
Please also peruse the article in the lesson materials for Chapter 7-4
Infinity_MA_Bot_US.py - International (US) account version
Infinity_MA_Bot_KR.py - Domestic (Korea) account version
Go to Gemanah's automated trading class 👇
https://101creator.page.link/JoSE
A class to create an automated trading bot for US & Korean stocks that is strong even in a falling market
This is the lesson material for chapters 7-5.
This file is a bot that uses the Bollinger band covered in Chapter 7-5 to combine long fights and dances.
📌 The principal is divided into 10 parts, 6 is a long-term investment, and 4 is a short-term investment
📌 If set to 6:4, 4 can enter 4 times, 1 each
📌 Make 5 lines (lines) using a Bollinger band with a standard deviation of 1,2 on a 60-day basis
📌 If you break through each line upward according to the standard, buy if you break through the bottom, sell
📌 Expect the effect of lowering the reputation and increasing the seed little by little
It was an expensive class that was originally intended to be sold for 300,000 won, but after switching to a subscription model
In order to secure profitability, we unavoidably sold lesson materials for some chapters
Thank you for your kind understanding!
Please also peruse the articles in the lesson materials for chapters 7-5
📌 Infinity_BB_Bot_US.py - International (US) account version
📌 Infinity_BB_Bot_KR.py - Domestic (Korea) account version
Go to Gemanah's automated trading class 👇
https://101creator.page.link/JoSE
Curriculum
Creator
Bitpapa
I'm a digital nomad “Gemanah” (father who makes games) who has been making and eating games with his wife at home since the winter of 2013.
As a game developer, I became interested in automatic investment, so I have been developing and investing in bots myself.
There are no assets that just go up, and there are no assets that just fall.
Therefore, the asset market continues to rise and fall.
If you want to invest safely without worrying about the rise and fall of these assets
You must invest in asset allocation.
Then everyone can gain financial freedom after retirement.
You don't think you can wait until retirement?
For those of you Quant investment and single hit investment are also preparedI did it.
If I even get the fun of investing as part of my investment funds
We can continue to invest
After all, we can survive in a capitalist world.
All without worrying about money
And if the stock falls, don't worry about anything
We will support all of you so that you can continue investing!
Let's meet in class ^^!
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