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The Future of Quantitative TradingThe Future of Quantitative Trading: Revolution Driven by AI and Machine Learning Quantitative trading has emerged as a major trend in the financial domain, and with the development of artificial intelligence and machine learning technologies, it is undergoing a profound transformation. ApolloBot, as a participant in this field, is at the forefront, revealing the possibilities of the future of quantitative trading. Rise of Intelligent Algorithms Traditional quantitative trading strategies were ty

The Future of Quantitative Trading

The Future of Quantitative Trading: Revolution Driven by AI and Machine Learning
Quantitative trading has emerged as a major trend in the financial domain, and with the development of artificial intelligence and machine learning technologies, it is undergoing a profound transformation. ApolloBot, as a participant in this field, is at the forefront, revealing the possibilities of the future of quantitative trading.
Rise of Intelligent Algorithms
Traditional quantitative trading strategies were ty
Musk's campaign to give away millions of dollars a day to voters ahead of Tuesday's U.S. presidential election escaped a legal challenge from the Philadelphia district attorney after a Pennsylvania judge refused to block it. Pennsylvania is a key swing state. The Pennsylvania judge rejected the district attorney's request to stop the contest, which he called an illegal lottery. Musk's lawyers said at a hearing that the winners of the contest were not picked at random. The winners were chosen based on whether they were "suitable" to be public spokespersons for Musk's political action committee, often based on their personal stories. The judge issued his ruling shortly afterwards, without argument.
Musk's campaign to give away millions of dollars a day to voters ahead of Tuesday's U.S. presidential election escaped a legal challenge from the Philadelphia district attorney after a Pennsylvania judge refused to block it. Pennsylvania is a key swing state. The Pennsylvania judge rejected the district attorney's request to stop the contest, which he called an illegal lottery. Musk's lawyers said at a hearing that the winners of the contest were not picked at random. The winners were chosen based on whether they were "suitable" to be public spokespersons for Musk's political action committee, often based on their personal stories. The judge issued his ruling shortly afterwards, without argument.
#美国大选后涨或跌? Trump: We will make America rich again Former US President Trump said that our current economy is the worst since the Great Depression of 1929, and it will get worse. We will make America rich again, and most importantly, we will make American prices affordable again. (Now) Prices are too high. Plan to significantly cut taxes on workers and small businesses. We will not tax tips, overtime wages, and social security benefits. To quickly reduce inflation, I will end Harris' energy war on the United States and will reduce energy prices. We will cut energy prices in half.
#美国大选后涨或跌?
Trump: We will make America rich again
Former US President Trump said that our current economy is the worst since the Great Depression of 1929, and it will get worse. We will make America rich again, and most importantly, we will make American prices affordable again. (Now) Prices are too high.
Plan to significantly cut taxes on workers and small businesses. We will not tax tips, overtime wages, and social security benefits. To quickly reduce inflation, I will end Harris' energy war on the United States and will reduce energy prices. We will cut energy prices in half.
#比特币挖矿难度创历史新高 #投资公司 How ruthless does a person have to be to succeed? Luck or hard work? In 2014, Zhao Changpeng sold his house in Shanghai and used the proceeds of 1.1 million yuan to buy Bitcoin. Subsequently, Shanghai housing prices doubled, while Bitcoin fell to one-third of its original price. But this also made Zhao Changpeng famous in the currency circle. At an event in March 2014, Zhao Changpeng met Xu Mingxing, the founder of the domestic Bitcoin exchange OKCoin, and joined OKCoin in June as technical director, while also responsible for the company's international affairs. Zhao Changpeng parted ways with OKCoin less than a year after joining. In July 2017, he founded Binance, which opened 11 days after the public offering raised $15 million. It turned out that the platform was almost immediately popular with users.$BCH $BOME $BONK
#比特币挖矿难度创历史新高 #投资公司
How ruthless does a person have to be to succeed? Luck or hard work?
In 2014, Zhao Changpeng sold his house in Shanghai and used the proceeds of 1.1 million yuan to buy Bitcoin. Subsequently, Shanghai housing prices doubled, while Bitcoin fell to one-third of its original price. But this also made Zhao Changpeng famous in the currency circle. At an event in March 2014, Zhao Changpeng met Xu Mingxing, the founder of the domestic Bitcoin exchange OKCoin, and joined OKCoin in June as technical director, while also responsible for the company's international affairs. Zhao Changpeng parted ways with OKCoin less than a year after joining. In July 2017, he founded Binance, which opened 11 days after the public offering raised $15 million. It turned out that the platform was almost immediately popular with users.$BCH $BOME $BONK
#币圈资讯 #美国大选如何影响加密产业? More than ten days ago, a 17-year-old boy from Jinan used $1,000 to earn tens of millions in just one month. The cryptocurrency circle went wild. Due to domestic policies not allowing it, Weibo was completely blocked. He switched to Twitter, which ranked first in the world for two consecutive days. For the first time, he felt the power brought by traffic. The cryptocurrency giants Sun Yuchen and Du Jun funded him with $100,000. If he earned $1 million, he would be rewarded with $500,000. This is the cryptocurrency circle.$USDC $TON
#币圈资讯 #美国大选如何影响加密产业?
More than ten days ago, a 17-year-old boy from Jinan used $1,000 to earn tens of millions in just one month. The cryptocurrency circle went wild. Due to domestic policies not allowing it, Weibo was completely blocked. He switched to Twitter, which ranked first in the world for two consecutive days. For the first time, he felt the power brought by traffic. The cryptocurrency giants Sun Yuchen and Du Jun funded him with $100,000. If he earned $1 million, he would be rewarded with $500,000. This is the cryptocurrency circle.$USDC $TON
#数字货币 #财经解读 Life is full of ups and downs, and investment is like a game. In this ever-changing market, we must restrain our greed and fear. Always keep a cool head, relax your mind, and grasp the overall situation.$SOL
#数字货币 #财经解读
Life is full of ups and downs, and investment is like a game. In this ever-changing market, we must restrain our greed and fear. Always keep a cool head, relax your mind, and grasp the overall situation.$SOL
#美国大选后行情预测 #11月市场预测 #比特币白皮书16周年 Behind the resonance of gold, cryptocurrency and the US stock market, the US election and the upcoming non-farm payrolls data are undoubtedly the dominant factors. Analyst Valencia pointed out that investors' risk appetite has decreased before the US election on November 5. In particular, the market is betting that the election showdown between former Republican President Trump and Democratic Vice President Harris will affect the trend of financial markets. With the intensification of geopolitical tensions and the uncertainty of the election results, the safe-haven demand for gold remains strong, and many investors still regard it as an ideal asset to hedge against future uncertainties. $KAIA $HARD $OOKI
#美国大选后行情预测 #11月市场预测 #比特币白皮书16周年
Behind the resonance of gold, cryptocurrency and the US stock market, the US election and the upcoming non-farm payrolls data are undoubtedly the dominant factors. Analyst Valencia pointed out that investors' risk appetite has decreased before the US election on November 5. In particular, the market is betting that the election showdown between former Republican President Trump and Democratic Vice President Harris will affect the trend of financial markets. With the intensification of geopolitical tensions and the uncertainty of the election results, the safe-haven demand for gold remains strong, and many investors still regard it as an ideal asset to hedge against future uncertainties.
$KAIA $HARD $OOKI
#加密货币急跌 #下一BTC历史新高是多少? The cryptocurrency world is a compensation for personality and cognition, not a reward for hard work. Unless you change your personality, the people you associate with, or the books you read, and break your original cognition, otherwise, five years from now will be exactly the same as now. Choice is more important than hard work. When opportunities come, you must dare to hold a large position and hold it firmly. You must have a good guiding ideology, a good circle, and good logic. In the end, money will flow from people who are impatient to people who are calm. $BTC $ETH $BNB
#加密货币急跌 #下一BTC历史新高是多少?
The cryptocurrency world is a compensation for personality and cognition, not a reward for hard work. Unless you change your personality, the people you associate with, or the books you read, and break your original cognition, otherwise, five years from now will be exactly the same as now. Choice is more important than hard work. When opportunities come, you must dare to hold a large position and hold it firmly. You must have a good guiding ideology, a good circle, and good logic. In the end, money will flow from people who are impatient to people who are calm.
$BTC $ETH $BNB
Bitcoin Breaks Through $71,000: Analysis for InvestorsMarket Background Bitcoin (BTC) has once again demonstrated strong upward momentum, successfully breaking through the $71,000 mark—a significant milestone for the cryptocurrency market. This surge is driven by a combination of factors: the continuous influx of institutional funds, rising global recognition of Bitcoin, its limited supply, and concerns about dollar devaluation. This trend reflects a growing confidence and demand for digital assets. Analysis of Key Drivers Institutional Involvement

Bitcoin Breaks Through $71,000: Analysis for Investors

Market Background
Bitcoin (BTC) has once again demonstrated strong upward momentum, successfully breaking through the $71,000 mark—a significant milestone for the cryptocurrency market. This surge is driven by a combination of factors: the continuous influx of institutional funds, rising global recognition of Bitcoin, its limited supply, and concerns about dollar devaluation. This trend reflects a growing confidence and demand for digital assets.
Analysis of Key Drivers
Institutional Involvement
On October 21, the price of Bitcoin fell to $67,000, erasing the gains of the previous three days. Some analysts said that one reason for the pullback was that investors reduced their exposure to Bitcoin due to concerns about the impact on traditional markets. However, indicators of Bitcoin derivatives remain very stable.$BTC $DEGO $USDC
On October 21, the price of Bitcoin fell to $67,000, erasing the gains of the previous three days. Some analysts said that one reason for the pullback was that investors reduced their exposure to Bitcoin due to concerns about the impact on traditional markets. However, indicators of Bitcoin derivatives remain very stable.$BTC $DEGO $USDC
#美国经济软着陆? #以太坊基金会 In the cryptocurrency world, investors often miss opportunities because of hesitation. For example, some people hesitate and fail to enter the market in time, and as a result, they miss the opportunity to make money. On the other hand, many investors choose to hold on after losing money, or even keep covering their positions, which eventually leads to greater losses. Therefore, staying calm and rational is the key to cryptocurrency investment.
#美国经济软着陆? #以太坊基金会
In the cryptocurrency world, investors often miss opportunities because of hesitation. For example, some people hesitate and fail to enter the market in time, and as a result, they miss the opportunity to make money. On the other hand, many investors choose to hold on after losing money, or even keep covering their positions, which eventually leads to greater losses. Therefore, staying calm and rational is the key to cryptocurrency investment.
The cryptocurrency circle is a compensation for personality and cognition, not a reward for hard work. Unless you change your personality, the people you associate with, or the books you read, and break your original cognition, otherwise, five years later will be exactly the same as now. Choice is more important than hard work. When opportunities come, you must dare to hold a large position and hold it firmly. You must have a good guiding ideology, a good circle, and good logic. In the end, money flows from people who are impatient to people who are calm.$APE $ARPA
The cryptocurrency circle is a compensation for personality and cognition, not a reward for hard work.
Unless you change your personality, the people you associate with, or the books you read, and break your original cognition, otherwise, five years later will be exactly the same as now. Choice is more important than hard work. When opportunities come, you must dare to hold a large position and hold it firmly. You must have a good guiding ideology, a good circle, and good logic. In the end, money flows from people who are impatient to people who are calm.$APE $ARPA
#热门推荐 #热门事件 I always heard everyone in the group say that one day in the cryptocurrency world is equivalent to one year in the real world, but I never understood what it meant. Today I finally understood that if you lose one day in the cryptocurrency world, it is equivalent to working for nothing for one year in the real world! $BNB $1000SATS $WIF
#热门推荐 #热门事件
I always heard everyone in the group say that one day in the cryptocurrency world is equivalent to one year in the real world, but I never understood what it meant. Today I finally understood that if you lose one day in the cryptocurrency world, it is equivalent to working for nothing for one year in the real world!
$BNB $1000SATS $WIF
#BTC要挑战7W大关了吗? #币安累计交易量突破100万亿美元 BTC continued to rise yesterday, in line with expectations. The current daily trend remains strong. The 4-hour downward momentum has begun to weaken. It is expected to continue to rise during the day. Pay attention to the resistance of 70,000. The resistance above 69,000 is not large. The weekly golden cross has been formed. When the weekly golden cross is formed, it is the signal of the start of the bull market. Keep holding and strengthen your confidence. The second cake started to make up for the rise yesterday and has stabilized above 2,700. Keep holding it. Continue to be bullish in the future. The target range is 2,800-3,000. SATS can continue to hold, and you can consider clearing the position around 50. PEOPLE can continue to wait for the mid-term holding, and FTM will keep holding $BTC $OG
#BTC要挑战7W大关了吗? #币安累计交易量突破100万亿美元
BTC continued to rise yesterday, in line with expectations. The current daily trend remains strong. The 4-hour downward momentum has begun to weaken. It is expected to continue to rise during the day. Pay attention to the resistance of 70,000. The resistance above 69,000 is not large. The weekly golden cross has been formed. When the weekly golden cross is formed, it is the signal of the start of the bull market. Keep holding and strengthen your confidence. The second cake started to make up for the rise yesterday and has stabilized above 2,700. Keep holding it. Continue to be bullish in the future. The target range is 2,800-3,000. SATS can continue to hold, and you can consider clearing the position around 50. PEOPLE can continue to wait for the mid-term holding, and FTM will keep holding
$BTC $OG
#美股连涨六周 In the cryptocurrency world, there is a joke about a little boy who asked his father for 1 Bitcoin as a birthday gift. His father exclaimed: "This is more than 12.5 billion RMB!" This reflects the dream of getting rich quickly in the cryptocurrency world. However, the reality is cruel. The high risk of the cryptocurrency world has caused many people to lose their fortunes. The stock market has remained the same for ten years, but the cryptocurrency world can bring more than a hundred times the return, attracting more and more investors.$SOL $BTC
#美股连涨六周
In the cryptocurrency world, there is a joke about a little boy who asked his father for 1 Bitcoin as a birthday gift. His father exclaimed: "This is more than 12.5 billion RMB!" This reflects the dream of getting rich quickly in the cryptocurrency world. However, the reality is cruel. The high risk of the cryptocurrency world has caused many people to lose their fortunes. The stock market has remained the same for ten years, but the cryptocurrency world can bring more than a hundred times the return, attracting more and more investors.$SOL $BTC
#灰度考虑新增35种加密资产 #币安质押SOL Over the past four months, we have rated a range of Solana ecosystem altcoins in our Token Hub offering, with a large number receiving bullish ratings. These include Kamino (KMNO), Drift (DRIFT), Sanctum (CLOUD), and Jito (JTO). While most companies have posted significant gains (Kamino is up 111%), we still believe they still have room to rise. As the market becomes increasingly positive, it’s time to take another look at these coins, delve deeper into their bull cases, and examine what forces could support them moving forward.
#灰度考虑新增35种加密资产 #币安质押SOL
Over the past four months, we have rated a range of Solana ecosystem altcoins in our Token Hub offering, with a large number receiving bullish ratings.
These include Kamino (KMNO), Drift (DRIFT), Sanctum (CLOUD), and Jito (JTO). While most companies have posted significant gains (Kamino is up 111%), we still believe they still have room to rise.
As the market becomes increasingly positive, it’s time to take another look at these coins, delve deeper into their bull cases, and examine what forces could support them moving forward.
#BTC☀ According to Santiment on the X platform, as Bitcoin rallied earlier this week and briefly jumped above $66,000, traders were looking for opportunities in the GameFi and Memecoin sectors. The discussion rate between these altcoin sectors shows a continued rise in interest levels. Historically, this has shown that the crowd's view on the market is gradually becoming optimistic. Considering that the market has risen for 5 consecutive weeks, it is expected that mild FOMO will continue, and more speculative assets will attract more and more discussions until a pullback injects fear into the crowd's narrative again. $BTC
#BTC☀
According to Santiment on the X platform, as Bitcoin rallied earlier this week and briefly jumped above $66,000, traders were looking for opportunities in the GameFi and Memecoin sectors. The discussion rate between these altcoin sectors shows a continued rise in interest levels. Historically, this has shown that the crowd's view on the market is gradually becoming optimistic. Considering that the market has risen for 5 consecutive weeks, it is expected that mild FOMO will continue, and more speculative assets will attract more and more discussions until a pullback injects fear into the crowd's narrative again.
$BTC
#特斯拉转移比特币 #美股财报季来袭 Three Reasons Tesla Moved $760 Million in Bitcoin Compliance or Internal Audit: Tesla may have moved Bitcoin to meet accounting or legal obligations related to reporting or internal audits. Wallet Management: Tesla may use multiple wallets for operational purposes. This seems unlikely as the newly created addresses use similar Pay-to-PubKey-Hash (P2PKH) addresses. Reorganization Fund: This could be part of a strategy to reorganize Bitcoin holdings to prepare for future sales or loans, similar to Mt. Gox. However, this speculation should be avoided until there is evidence of a sale (such as a transfer to Coinbase). This is not the case at this time. $BTC $SOL $OP
#特斯拉转移比特币 #美股财报季来袭
Three Reasons Tesla Moved $760 Million in Bitcoin
Compliance or Internal Audit: Tesla may have moved Bitcoin to meet accounting or legal obligations related to reporting or internal audits.
Wallet Management: Tesla may use multiple wallets for operational purposes. This seems unlikely as the newly created addresses use similar Pay-to-PubKey-Hash (P2PKH) addresses.
Reorganization Fund: This could be part of a strategy to reorganize Bitcoin holdings to prepare for future sales or loans, similar to Mt. Gox. However, this speculation should be avoided until there is evidence of a sale (such as a transfer to Coinbase). This is not the case at this time.
$BTC $SOL
$OP
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#Meme浪潮持续,你看好哪一个? The first killer app for tokens so far is the dollar. Tokenized dollars, or stablecoins, enable users to transfer and store USD value, and then deploy those dollars in a variety of financial services, such as trading securities, depositing them at a lending platform to get a loan, or using them to invest in a new startup. Today, stablecoins have a circulating supply of over $150 billion and process trillions of dollars in payments each year. Now, billions of people can easily own USD. This is a breakthrough. $BTC $WLD
#Meme浪潮持续,你看好哪一个?
The first killer app for tokens so far is the dollar. Tokenized dollars, or stablecoins, enable users to transfer and store USD value, and then deploy those dollars in a variety of financial services, such as trading securities, depositing them at a lending platform to get a loan, or using them to invest in a new startup. Today, stablecoins have a circulating supply of over $150 billion and process trillions of dollars in payments each year. Now, billions of people can easily own USD. This is a breakthrough.
$BTC $WLD
A research report released by a16z crypto on Wednesday pointed out that the number of active addresses and usage of cryptocurrencies reached an all-time high this year. The report estimates that as of September, there were about 617 million cryptocurrency holders worldwide and 60 million monthly active users. In 2024, monthly active crypto addresses will rise to more than 220 million, with Base topping the Ethereum EVM chain with 22 million addresses and Solana dominating the non-EVM chain with more than 100 million addresses. The number of mobile wallet users this year is also the highest, with the United States accounting for 12% of global users.
A research report released by a16z crypto on Wednesday pointed out that the number of active addresses and usage of cryptocurrencies reached an all-time high this year. The report estimates that as of September, there were about 617 million cryptocurrency holders worldwide and 60 million monthly active users.
In 2024, monthly active crypto addresses will rise to more than 220 million, with Base topping the Ethereum EVM chain with 22 million addresses and Solana dominating the non-EVM chain with more than 100 million addresses. The number of mobile wallet users this year is also the highest, with the United States accounting for 12% of global users.
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