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量化交易
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High-Frequency Trading and Quantitative Trading: Data Pioneers in the Crypto Market | Cryptocurrency 100-Day Challenge Day 55Hello everyone! In today's 100-day challenge in the cryptocurrency circle, let's talk about High-Frequency Trading (HFT) and Quantitative Trading. These are advanced methods that utilize data analysis and algorithmic techniques to capture trading opportunities in the crypto market. Both strategies have become mainstream in the financial markets and are gradually making a mark in the cryptocurrency space. So, what are they? What are the differences and advantages? Let's unveil their mysteries together! Race Car Driver in the Digital World 🏎️ Imagine high-frequency trading as a technically skilled race car driver, completing numerous operations in the trading market at extremely high speeds, achieving stable profits through instantaneous price changes. The core of high-frequency trading is speed and execution efficiency.

High-Frequency Trading and Quantitative Trading: Data Pioneers in the Crypto Market | Cryptocurrency 100-Day Challenge Day 55

Hello everyone! In today's 100-day challenge in the cryptocurrency circle, let's talk about High-Frequency Trading (HFT) and Quantitative Trading. These are advanced methods that utilize data analysis and algorithmic techniques to capture trading opportunities in the crypto market. Both strategies have become mainstream in the financial markets and are gradually making a mark in the cryptocurrency space. So, what are they? What are the differences and advantages? Let's unveil their mysteries together!

Race Car Driver in the Digital World 🏎️
Imagine high-frequency trading as a technically skilled race car driver, completing numerous operations in the trading market at extremely high speeds, achieving stable profits through instantaneous price changes. The core of high-frequency trading is speed and execution efficiency.
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The Christmas promotion reward activity for #量化交易 is currently ongoing, rewarding ten users with agency qualifications, where agents receive a 40% rebate. Additionally, a free permanent VPN accelerator is offered to the first thirty new users on a first-come, first-served basis. New users can register and contact me to claim it. Invitation Code: VTTXAJ Invitation Link: https://m.jgzpro.com/sign-in/?language=ENGLISH&inviteCode=VTTXAJ Jinguozi Quantitative is currently a robot that does not require external API access and is completely free of charge, with no fees for deposits and withdrawals, which can be conducted using the Binance Chain BEP20. Jinguozi Quantitative Robot is a brand market maker under the leading exchange Binance. Your funds are transferred to a sub-account of the custody wallet at Binance Exchange, not to the core account of the quantitative robot, so there is no need to worry about fund safety. Jinguozi Quantitative currently has three types of trading strategies, suitable for three types of spot strategies and three types of contract strategies. Currently, contracts only support 1, 5, 10, and 20 times leverage. Your funds are transferred to a sub-account of the custody wallet at Binance Exchange, not to the core account of the quantitative robot, so there is no need to worry about fund safety. Oscillating Grid Long and short hedging during price fluctuations, with continuous hedged positions for profit, very suitable for constant back-and-forth price fluctuations. In the face of rapid rises and falls, positions can easily lean one way, but as long as one holds out and waits for a pullback, the number of transactions leads to profit results, continuously arbitraging. Swing Martin Buy in batches and sell in batches, suitable for stable uptrends or stable downtrends. Very suitable for continuously oscillating upward or continuously oscillating downward situations, providing stable profits. Regular Martin Buy in batches, and once the profit price is reached, sell everything at once. Very suitable for markets with rapid rises and falls, where batch building during rapid rises and falls lowers the average holding price, and pullbacks result in profits.
The Christmas promotion reward activity for #量化交易 is currently ongoing, rewarding ten users with agency qualifications, where agents receive a 40% rebate. Additionally, a free permanent VPN accelerator is offered to the first thirty new users on a first-come, first-served basis. New users can register and contact me to claim it.
Invitation Code: VTTXAJ
Invitation Link: https://m.jgzpro.com/sign-in/?language=ENGLISH&inviteCode=VTTXAJ
Jinguozi Quantitative is currently a robot that does not require external API access and is completely free of charge, with no fees for deposits and withdrawals, which can be conducted using the Binance Chain BEP20. Jinguozi Quantitative Robot is a brand market maker under the leading exchange Binance. Your funds are transferred to a sub-account of the custody wallet at Binance Exchange, not to the core account of the quantitative robot, so there is no need to worry about fund safety.
Jinguozi Quantitative currently has three types of trading strategies, suitable for three types of spot strategies and three types of contract strategies. Currently, contracts only support 1, 5, 10, and 20 times leverage. Your funds are transferred to a sub-account of the custody wallet at Binance Exchange, not to the core account of the quantitative robot, so there is no need to worry about fund safety.
Oscillating Grid
Long and short hedging during price fluctuations, with continuous hedged positions for profit, very suitable for constant back-and-forth price fluctuations. In the face of rapid rises and falls, positions can easily lean one way, but as long as one holds out and waits for a pullback, the number of transactions leads to profit results, continuously arbitraging.
Swing Martin
Buy in batches and sell in batches, suitable for stable uptrends or stable downtrends. Very suitable for continuously oscillating upward or continuously oscillating downward situations, providing stable profits.
Regular Martin
Buy in batches, and once the profit price is reached, sell everything at once. Very suitable for markets with rapid rises and falls, where batch building during rapid rises and falls lowers the average holding price, and pullbacks result in profits.
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Bullish
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#量化交易 Small amounts of quantitative investment will eventually become a big deal!
#量化交易
Small amounts of quantitative investment will eventually become a big deal!
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Intelligent quantitative robot, low leverage, stable income #量化交易 $BTC
Intelligent quantitative robot, low leverage, stable income #量化交易 $BTC
My Futures Portfolio
14 / 200
Minimum 10USDT
Copy trader have earned in last 7 days
25.08
USDT
7D ROI
+1.45%
AUM
$4515.53
Win Rate
97.52%
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My Futures Portfolio
0 / 200
Minimum 10USDT
Copy trader have earned in last 7 days
-104.48
USDT
7D ROI
-100.00%
AUM
$1500.00
Win Rate
98.41%
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Binance real-time spot quantitative diary Only the state officials are allowed to set fires, but the people are not allowed to light lamps? The boss of Douyu was arrested, and the top anchors collectively stopped broadcasting, just because the live broadcast room did gambling for rebates, which is called the crime of opening a casino. In recent years, the economic environment has been bad. There is a particularly interesting news these days, that is, the sale of national welfare lottery tickets has broken a new high, with an increase of about 45% compared with last year. This shows that when everyone doesn’t know what to do, they can only buy some lottery tickets to pray that they can win the jackpot~~~ No consumption: No extra money for non-essential food and clothing. No marriage: Dating, giving gifts, and pleasing all require extra money. Many boys spend money on themselves and feel happy. When they spend money on others, they can’t even afford to eat pig’s feet rice. No baby: What is born is not a baby, but a gold-eating beast. From ten months of pregnancy to growth and education, it is impossible to get it without hundreds of thousands of dollars. In the past few days, the Zhongzhi Group's affairs have begun to ferment again. It seems that a case has been filed for investigation. A large number of middle-class people have gone bankrupt. Think about the users of AEX. They are all miserable. Is it true that all financial risks come from the misappropriation of user assets? The quantitative diary has been published for nearly a month. I have been fortunate to meet many friends in Binance. Some come to participate, some come to understand, and some say that we are scammers, haha. In fact, the cognitive level is the most perceived. Users with different purposes come to understand quantitative trading, and their views on spot real-time quantitative trading are also different. Those who want to pursue super high returns: the returns of spot quantitative trading are too low, so it is better to play contracts Those who want to see large returns in the short term: trend contract quantitative trading is actually a good target. Those who want to pursue long-term capital increase with stability and low risk: spot quantitative trading is the most suitable. We will not criticize other tools here, but in practice, spot quantitative trading does not have such a wide user audience. But there are two reasons that support me to keep doing it 1. The funds in my own account are slowly increasing. 2. Users who believe in me will also see an increase in profits after they do it themselves. That’s enough. . . My happiness is not only the increase in my account funds, but also the fact that I can show my trend chart on the square every day. Looking back, the profit of nearly 2000u in 2 months is indeed quite considerable. Maybe if I operate on my own, I can get higher. Maybe I can catch a big round of sol growth. Maybe... I may get stuck in a certain coin and cut my losses. Fortunately, I have a set of quantitative strategies to help me stabilize the value-added and maximize the financial management attributes. Today, I earned another cup of coffee. #BTC #量化交易
Binance real-time spot quantitative diary

Only the state officials are allowed to set fires, but the people are not allowed to light lamps?
The boss of Douyu was arrested, and the top anchors collectively stopped broadcasting, just because the live broadcast room did gambling for rebates, which is called the crime of opening a casino.

In recent years, the economic environment has been bad. There is a particularly interesting news these days, that is, the sale of national welfare lottery tickets has broken a new high, with an increase of about 45% compared with last year. This shows that when everyone doesn’t know what to do, they can only buy some lottery tickets to pray that they can win the jackpot~~~

No consumption: No extra money for non-essential food and clothing.

No marriage: Dating, giving gifts, and pleasing all require extra money. Many boys spend money on themselves and feel happy. When they spend money on others, they can’t even afford to eat pig’s feet rice.

No baby: What is born is not a baby, but a gold-eating beast. From ten months of pregnancy to growth and education, it is impossible to get it without hundreds of thousands of dollars.

In the past few days, the Zhongzhi Group's affairs have begun to ferment again. It seems that a case has been filed for investigation. A large number of middle-class people have gone bankrupt. Think about the users of AEX. They are all miserable.

Is it true that all financial risks come from the misappropriation of user assets?

The quantitative diary has been published for nearly a month. I have been fortunate to meet many friends in Binance. Some come to participate, some come to understand, and some say that we are scammers, haha.

In fact, the cognitive level is the most perceived. Users with different purposes come to understand quantitative trading, and their views on spot real-time quantitative trading are also different.

Those who want to pursue super high returns: the returns of spot quantitative trading are too low, so it is better to play contracts
Those who want to see large returns in the short term: trend contract quantitative trading is actually a good target.
Those who want to pursue long-term capital increase with stability and low risk: spot quantitative trading is the most suitable.

We will not criticize other tools here, but in practice, spot quantitative trading does not have such a wide user audience.

But there are two reasons that support me to keep doing it

1. The funds in my own account are slowly increasing.
2. Users who believe in me will also see an increase in profits after they do it themselves.

That’s enough. . .

My happiness is not only the increase in my account funds, but also the fact that I can show my trend chart on the square every day.

Looking back, the profit of nearly 2000u in 2 months is indeed quite considerable. Maybe if I operate on my own, I can get higher. Maybe I can catch a big round of sol growth. Maybe... I may get stuck in a certain coin and cut my losses.

Fortunately, I have a set of quantitative strategies to help me stabilize the value-added and maximize the financial management attributes. Today, I earned another cup of coffee.
#BTC #量化交易
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Why can quantitative trading make money, but retail investors keep losing money? Quantitative trading can not only analyze market trends, but most importantly, it can reduce human intervention and emotional influence, make trading more rational and accurate, and automatically execute trading decisions. Everyone has emotions. If there is a loss, you will panic and hold on to the order. If you win a little, you will close the position. The only ending is the liquidation of the position. The only thing you can do is to insist on executing a certain set of strategies, like a machine, and keep repeating it, so that you can survive in trading! #BTC #量化交易 #散户
Why can quantitative trading make money, but retail investors keep losing money?

Quantitative trading can not only analyze market trends, but most importantly, it can reduce human intervention and emotional influence, make trading more rational and accurate, and automatically execute trading decisions.

Everyone has emotions. If there is a loss, you will panic and hold on to the order. If you win a little, you will close the position. The only ending is the liquidation of the position. The only thing you can do is to insist on executing a certain set of strategies, like a machine, and keep repeating it, so that you can survive in trading! #BTC #量化交易 #散户
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Bullish
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Deep learning + high-frequency quantitative - how to follow orders to get higher returns + reduce losses 💡 Investment tips: 1️⃣ Invest no less than 3000 USDT: High-frequency quantitative strategies rely on sufficient funds to smoothly execute transactions. Funds less than 3000 USDT may not guarantee the opening and closing of positions, increasing the risk of losses. 2️⃣ The holding period is recommended to be at least 1 month: Our strategy not only focuses on short-term fluctuations, but also emphasizes long-term returns. Through a holding period of 1 month or longer, short-term fluctuations can be smoothed and more stable returns can be obtained. 3️⃣ Follow the investment in a fixed proportion to avoid tracking errors: Fixed-amount follow-up investment may not be able to flexibly respond to market changes and there is a risk of liquidation. Fixed-amount follow-up investment can dynamically adjust positions to ensure that your funds and strategy performance are synchronized, thereby effectively controlling risks. Why choose our strategy? We use advanced deep learning and high-frequency quantitative methods to respond to market changes in real time and ensure excess returns under market neutrality. At the same time, we provide investors with a safer and more stable return path through scientific risk management. Through reasonable fund management and strategic follow-up investment, you can easily achieve steady growth and reduce the risk of loss. 📈 Join us and enjoy an investment experience with higher returns and lower risks! #量化交易 #对冲交易 #DODO助力Meme发行 @Square-Creator-fd47d791b7aa @Square-Creator-3d97a5ca27b8 @kerry8899 $ETH $BTC
Deep learning + high-frequency quantitative - how to follow orders to get higher returns + reduce losses
💡 Investment tips:
1️⃣ Invest no less than 3000 USDT: High-frequency quantitative strategies rely on sufficient funds to smoothly execute transactions. Funds less than 3000 USDT may not guarantee the opening and closing of positions, increasing the risk of losses.
2️⃣ The holding period is recommended to be at least 1 month: Our strategy not only focuses on short-term fluctuations, but also emphasizes long-term returns. Through a holding period of 1 month or longer, short-term fluctuations can be smoothed and more stable returns can be obtained.
3️⃣ Follow the investment in a fixed proportion to avoid tracking errors: Fixed-amount follow-up investment may not be able to flexibly respond to market changes and there is a risk of liquidation. Fixed-amount follow-up investment can dynamically adjust positions to ensure that your funds and strategy performance are synchronized, thereby effectively controlling risks.
Why choose our strategy?
We use advanced deep learning and high-frequency quantitative methods to respond to market changes in real time and ensure excess returns under market neutrality. At the same time, we provide investors with a safer and more stable return path through scientific risk management. Through reasonable fund management and strategic follow-up investment, you can easily achieve steady growth and reduce the risk of loss.
📈 Join us and enjoy an investment experience with higher returns and lower risks!
#量化交易 #对冲交易 #DODO助力Meme发行 @hector salamancat @JesusKing777 @财经发哥 $ETH $BTC
My Futures Portfolio
0 / 300
API
Copy trader have earned in last 7 days
163.05
USDT
7D ROI
+0.38%
AUM
$3000.00
Win Rate
53.81%
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Later I realized that stable investment is the real investment, and getting rich quickly is just a dream. Since I started using quantitative algorithms to manage my positions, I can sleep peacefully every day, and I don’t worry about the so-called trend anymore, and I don’t worry about the retracement of the things I developed. #量化交易
Later I realized that stable investment is the real investment, and getting rich quickly is just a dream.
Since I started using quantitative algorithms to manage my positions, I can sleep peacefully every day, and I don’t worry about the so-called trend anymore, and I don’t worry about the retracement of the things I developed. #量化交易
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🍀Robot real-time data 🍀 Single-day rate of return: -3.14% Single-day income: -100u Single-day maximum drawdown: 14.23% 📣This data is the OKX Clover internal test trading robot 10x data, and the data statistics time node is 8 am every day Beijing time #BTC☀️ #量化交易 #四叶草Ai
🍀Robot real-time data 🍀

Single-day rate of return: -3.14%

Single-day income: -100u
Single-day maximum drawdown: 14.23%

📣This data is the OKX Clover internal test trading robot 10x data, and the data statistics time node is 8 am every day Beijing time

#BTC☀️ #量化交易 #四叶草Ai
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1. Risk hedging Mom gave Xiao Ming 10 yuan and asked him to go to the vegetable market to buy some vegetables. Xiao Ming thought with the money in his pocket: Mom likes to eat eggplant, but Dad doesn't. But Dad is not at home, I don't know if he will come back for dinner today? So Xiao Ming spent 3 yuan to buy eggplant, and then spent another 3 yuan to buy some broccoli that Dad likes to eat. This is risk hedging, using broccoli to hedge the risk that Dad will come back for dinner but doesn't like to eat eggplant. 2. Arbitrage Following the first point, Xiao Ming had 4 yuan left after buying eggplants. Seeing that a roadside stall was selling grapefruits at a special price, Xiao Ming bought a grapefruit with the remaining 4 yuan. When going upstairs, Grandma Li looked at the grapefruit in Xiao Ming's hand and said: Wow! Your grapefruit is so fresh, where did you buy it? I can't always get the grapefruit in the supermarket downstairs, how about you sell it to me for 5 yuan? So Xiao Ming sold the grapefruit to Grandma Li for 5 yuan. This is arbitrage, using the price difference of the same product in different markets to make a profit. 3. Gambling There are three uncles in the village, each of whom has 10,000 yuan of spare money, but they don't know how to use it, so they play Landlord when they have nothing to do. The loser pays 1,000 yuan to the winner, and the winner can get 2,000 yuan. 4. Investment Later, Uncle Wang felt that he was unlucky, so he bought all the remaining money for Isatis root, 1 yuan a bag, and Uncle Wang bought 5,000 bags. Later, SARS broke out, and the price of Isatis root rose to 10 yuan a bag. The uncle sold all of them directly, and each person made 45,000 yuan. 5. Selling to stop loss The aunts saw that Isatis root was so profitable, so they spent 10,000 yuan to buy 1,000 bags of Isatis root at 10 yuan a bag, ready to sell them to make money later. Later, SARS was cured, and the price of Isatis root dropped to 5 yuan a bag. Some aunts felt something was wrong and sold all of them quickly, losing 5,000 yuan. 6. Investors who followed the trend were trapped Another group of middle-aged women, who firmly believed that the price of Isatis root would rise, refused to sell and were eventually trapped. #现货以太坊ETF获美SEC批准 #BTC走势分析 #CCG合约机器人 #量化交易
1. Risk hedging
Mom gave Xiao Ming 10 yuan and asked him to go to the vegetable market to buy some vegetables.
Xiao Ming thought with the money in his pocket: Mom likes to eat eggplant, but Dad doesn't. But Dad is not at home, I don't know if he will come back for dinner today? So Xiao Ming spent 3 yuan to buy eggplant, and then spent another 3 yuan to buy some broccoli that Dad likes to eat.
This is risk hedging, using broccoli to hedge the risk that Dad will come back for dinner but doesn't like to eat eggplant.
2. Arbitrage
Following the first point, Xiao Ming had 4 yuan left after buying eggplants. Seeing that a roadside stall was selling grapefruits at a special price, Xiao Ming bought a grapefruit with the remaining 4 yuan.
When going upstairs, Grandma Li looked at the grapefruit in Xiao Ming's hand and said: Wow! Your grapefruit is so fresh, where did you buy it? I can't always get the grapefruit in the supermarket downstairs, how about you sell it to me for 5 yuan?
So Xiao Ming sold the grapefruit to Grandma Li for 5 yuan. This is arbitrage, using the price difference of the same product in different markets to make a profit.
3. Gambling
There are three uncles in the village, each of whom has 10,000 yuan of spare money, but they don't know how to use it, so they play Landlord when they have nothing to do. The loser pays 1,000 yuan to the winner, and the winner can get 2,000 yuan.
4. Investment
Later, Uncle Wang felt that he was unlucky, so he bought all the remaining money for Isatis root, 1 yuan a bag, and Uncle Wang bought 5,000 bags. Later, SARS broke out, and the price of Isatis root rose to 10 yuan a bag. The uncle sold all of them directly, and each person made 45,000 yuan.
5. Selling to stop loss
The aunts saw that Isatis root was so profitable, so they spent 10,000 yuan to buy 1,000 bags of Isatis root at 10 yuan a bag, ready to sell them to make money later. Later, SARS was cured, and the price of Isatis root dropped to 5 yuan a bag. Some aunts felt something was wrong and sold all of them quickly, losing 5,000 yuan.
6. Investors who followed the trend were trapped

Another group of middle-aged women, who firmly believed that the price of Isatis root would rise, refused to sell and were eventually trapped.
#现货以太坊ETF获美SEC批准 #BTC走势分析
#CCG合约机器人 #量化交易
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Although the principal is not much, will no one follow such a stable signal? 😁 #量化交易
Although the principal is not much, will no one follow such a stable signal? 😁
#量化交易
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Introduction to AI trend quantification robot1. Background of the AI ​​trend At present, the general quantitative software in the market adopts Martin strategy or grid strategy, etc., which needs to set a certain fluctuation range or have certain requirements for the user's capital amount. Once this fluctuation range is exceeded or the decline continues, all funds will be lost. Being trapped and in a passive situation, the trend indicator will have the opportunity to play its role at this time. 2. Advantages 1. The advantage of AI trend is that it can take an upward trend or a downward trend and eat big meat. It will not give up long-term interests because of the ultra-short term, and will continue to follow the trend. At the same time, we will not continue to go long or short in one direction, but follow the trend according to the current trend. You can often make a lot of money by following the trend, and it will be very easy. Trading against the trend will be very painful.

Introduction to AI trend quantification robot

1. Background of the AI ​​trend

At present, the general quantitative software in the market adopts Martin strategy or grid strategy, etc., which needs to set a certain fluctuation range or have certain requirements for the user's capital amount. Once this fluctuation range is exceeded or the decline continues, all funds will be lost. Being trapped and in a passive situation, the trend indicator will have the opportunity to play its role at this time.

2. Advantages

1. The advantage of AI trend is that it can take an upward trend or a downward trend and eat big meat. It will not give up long-term interests because of the ultra-short term, and will continue to follow the trend. At the same time, we will not continue to go long or short in one direction, but follow the trend according to the current trend. You can often make a lot of money by following the trend, and it will be very easy. Trading against the trend will be very painful.
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#量化交易 has sent a lot of signals today, and the quality is very high. The current market is volatile, and the performance will be better in a bull market.
#量化交易 has sent a lot of signals today, and the quality is very high. The current market is volatile, and the performance will be better in a bull market.
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Slow is fast. Once some issues are understood, there is no longer a willingness to manually execute contracts. Set a range and let the robot trade by itself while controlling risks! #量化交易 #量化机器人 $WIF
Slow is fast. Once some issues are understood, there is no longer a willingness to manually execute contracts. Set a range and let the robot trade by itself while controlling risks! #量化交易 #量化机器人 $WIF
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