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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
We believe that the cryptocurrency bull run will continue until 2025 and reach its first peak in the first quarter.
We believe that the cryptocurrency bull run will continue until 2025 and reach its first peak in the first quarter.
#BTC☀ #BTC重回关键位置后走势 Will Bitcoin's four-year bull-bear cycle be broken? For this, I think there are two references: One is the price fluctuation law of gold, and the other is Bitcoin's original four-year cycle.$BTC
#BTC☀ #BTC重回关键位置后走势
Will Bitcoin's four-year bull-bear cycle be broken?
For this, I think there are two references:
One is the price fluctuation law of gold, and the other is Bitcoin's original four-year cycle.$BTC
#纳斯达克100指数宣布纳入微策略 #DeFi全线飙升 Decentralized Science (DeSci) is a groundbreaking fusion of blockchain technology and scientific research, offering disruptive solutions to long-standing challenges in traditional science. By decentralizing funding, governance, and access, DeSci empowers researchers, democratizes innovation, accelerates the process of scientific discovery, and promotes more equitable collaboration. Despite challenges such as regulatory complexity and quality control, its potential to revolutionize the way knowledge is created and shared is undeniable. For investors, DeSci opens up a new frontier that combines science-driven innovation with financial opportunities, making it possible to support meaningful advances while participating in the rewards of a decentralized ecosystem. As this movement continues to grow, DeSci has the potential to make science more transparent, collaborative, and inclusive, creating opportunities for a global audience. DeSci is redefining the relationship between knowledge, technology, and investment, unlocking more possibilities for a future driven by shared progress. $DEGO $MEME
#纳斯达克100指数宣布纳入微策略 #DeFi全线飙升
Decentralized Science (DeSci) is a groundbreaking fusion of blockchain technology and scientific research, offering disruptive solutions to long-standing challenges in traditional science. By decentralizing funding, governance, and access, DeSci empowers researchers, democratizes innovation, accelerates the process of scientific discovery, and promotes more equitable collaboration. Despite challenges such as regulatory complexity and quality control, its potential to revolutionize the way knowledge is created and shared is undeniable. For investors, DeSci opens up a new frontier that combines science-driven innovation with financial opportunities, making it possible to support meaningful advances while participating in the rewards of a decentralized ecosystem. As this movement continues to grow, DeSci has the potential to make science more transparent, collaborative, and inclusive, creating opportunities for a global audience. DeSci is redefining the relationship between knowledge, technology, and investment, unlocking more possibilities for a future driven by shared progress.
$DEGO $MEME
Again, everyone wants to know if it’s too late to buy into Bitcoin. “It’s not too late.” Most investors still haven’t been exposed to Bitcoin. Until that changes, you’re still, by definition, in the early stages.
Again, everyone wants to know if it’s too late to buy into Bitcoin. “It’s not too late.” Most investors still haven’t been exposed to Bitcoin. Until that changes, you’re still, by definition, in the early stages.
#BTC重回关键位置后走势 #加密市场反弹 Despite November’s failure to make progress in taming inflation, federal funds futures indicate an almost 100% chance that Fed policymakers will cut their benchmark rate by another quarter point. The justification for a rate cut will likely depend on Fed officials’ desire to align their benchmark rate with current economic conditions, as inflation has retreated sharply from its 2022 peak and a previously tight labor market is normalizing. But don’t be surprised if a rate cut next week is accompanied by Powell’s forward guidance suggesting the Fed will seek to pause rate cuts at the beginning of the year. Not only does the Fed have inflation to keep in check in the final stretch, but a host of fiscal policy outcomes over the coming year could change the direction of inflation. In addition, there are indeed pockets of weakness in the labor market that deserve a closer look. All of this presents directional challenges for the Fed in the coming months, and policymakers may want to avoid acting with alarming speed. $ORDI $IMX
#BTC重回关键位置后走势 #加密市场反弹
Despite November’s failure to make progress in taming inflation, federal funds futures indicate an almost 100% chance that Fed policymakers will cut their benchmark rate by another quarter point. The justification for a rate cut will likely depend on Fed officials’ desire to align their benchmark rate with current economic conditions, as inflation has retreated sharply from its 2022 peak and a previously tight labor market is normalizing. But don’t be surprised if a rate cut next week is accompanied by Powell’s forward guidance suggesting the Fed will seek to pause rate cuts at the beginning of the year. Not only does the Fed have inflation to keep in check in the final stretch, but a host of fiscal policy outcomes over the coming year could change the direction of inflation. In addition, there are indeed pockets of weakness in the labor market that deserve a closer look. All of this presents directional challenges for the Fed in the coming months, and policymakers may want to avoid acting with alarming speed.
$ORDI $IMX
#2025超级大牛市 #2025年走势 2024 was a landmark year for cryptocurrencies. Bitcoin surged to an all-time high of $103,992, helped by the record launch of a U.S. Bitcoin spot ETF, which has assets of $33.56 billion. Other major crypto assets also surged: Solana rose 127.71% year-on-year, XRP rose 285.23%, and Ethereum soared 75.77%. Meanwhile, cryptocurrency stocks such as MicroStrategy and Coinbase soared 525.39% and 97.57%, respectively. Record prices are not the only noteworthy development. Cryptocurrencies have come to the fore in the 2024 U.S. election, bringing a bright future for the regulation of cryptocurrencies in the United States. President-elect Trump supported cryptocurrencies during his campaign, vowing to establish a strategic Bitcoin reserve and reorganize the U.S. SEC, which has historically been hostile to cryptocurrencies. He also nominated Scott Bessent as Treasury Secretary, who said that "cryptocurrencies are about freedom and the crypto economy will continue to exist." Congress is leaning heavily toward crypto as we head into 2024, with pro-crypto candidates defeating crypto opponents in several key races. We expect to see pro-crypto legislation introduced in the coming months.$BTC $SOL $BNB
#2025超级大牛市 #2025年走势
2024 was a landmark year for cryptocurrencies. Bitcoin surged to an all-time high of $103,992, helped by the record launch of a U.S. Bitcoin spot ETF, which has assets of $33.56 billion. Other major crypto assets also surged: Solana rose 127.71% year-on-year, XRP rose 285.23%, and Ethereum soared 75.77%. Meanwhile, cryptocurrency stocks such as MicroStrategy and Coinbase soared 525.39% and 97.57%, respectively. Record prices are not the only noteworthy development. Cryptocurrencies have come to the fore in the 2024 U.S. election, bringing a bright future for the regulation of cryptocurrencies in the United States. President-elect Trump supported cryptocurrencies during his campaign, vowing to establish a strategic Bitcoin reserve and reorganize the U.S. SEC, which has historically been hostile to cryptocurrencies. He also nominated Scott Bessent as Treasury Secretary, who said that "cryptocurrencies are about freedom and the crypto economy will continue to exist." Congress is leaning heavily toward crypto as we head into 2024, with pro-crypto candidates defeating crypto opponents in several key races. We expect to see pro-crypto legislation introduced in the coming months.$BTC $SOL $BNB
#比特币挖矿难度创历史新高 #量化机器人 In the early morning of December 10th, Beijing time, Google launched its latest quantum chip "Willow" and claimed to have made significant achievements. People are worried that the chip may pose a threat to the security of cryptocurrencies: Bitcoin and other cryptocurrencies are mined by calculating complex mathematical problems to confirm transactions and record them on the blockchain. The demand for mining computing power is related to the number of "miners" in the network and the level of computing power. . Google's quantum chip "willow" has super computing power. In less than five minutes, it completed a "standard benchmark calculation" that the fastest computer today needs at least 10 to the 25th power of years to complete. If it is applied to mining, it will greatly improve mining efficiency, making it difficult for traditional mining machines to compete with it in terms of cost and efficiency; on the other hand, the security of cryptocurrencies depends on mathematical problems in cryptography, such as elliptic curve encryption and RSA encryption, which are based on the assumption that current computing power cannot be cracked within a reasonable time. Quantum computers can run quantum algorithms such as Shor's algorithm, which are specifically used to crack encryption technology based on large number decomposition. Once quantum chip technology develops to a sufficiently mature stage, its powerful computing power may crack the existing cryptocurrency encryption system, resulting in the leakage of users' private keys. In summary, these factors have affected investors' confidence and led to a market decline.
#比特币挖矿难度创历史新高 #量化机器人
In the early morning of December 10th, Beijing time, Google launched its latest quantum chip "Willow" and claimed to have made significant achievements. People are worried that the chip may pose a threat to the security of cryptocurrencies: Bitcoin and other cryptocurrencies are mined by calculating complex mathematical problems to confirm transactions and record them on the blockchain. The demand for mining computing power is related to the number of "miners" in the network and the level of computing power. . Google's quantum chip "willow" has super computing power. In less than five minutes, it completed a "standard benchmark calculation" that the fastest computer today needs at least 10 to the 25th power of years to complete. If it is applied to mining, it will greatly improve mining efficiency, making it difficult for traditional mining machines to compete with it in terms of cost and efficiency; on the other hand, the security of cryptocurrencies depends on mathematical problems in cryptography, such as elliptic curve encryption and RSA encryption, which are based on the assumption that current computing power cannot be cracked within a reasonable time. Quantum computers can run quantum algorithms such as Shor's algorithm, which are specifically used to crack encryption technology based on large number decomposition. Once quantum chip technology develops to a sufficiently mature stage, its powerful computing power may crack the existing cryptocurrency encryption system, resulting in the leakage of users' private keys. In summary, these factors have affected investors' confidence and led to a market decline.
A few days ago, as Bitcoin broke through $100,000, the market's bullish sentiment reached a staged climax. According to Coinglass market data, the weighted average funding rate of OKX and Binance on that day reached an annualized 116%, a record high in nearly three years. Subsequently, Bitcoin fell back from $104,000 to $90,500 within 12 hours, a drop of 13%, resulting in the liquidation of nearly $700 million in long positions in the market. This huge shock was also considered by many to be a signal that sentiment had peaked and chips were loosening. So, is the big drop coming?
A few days ago, as Bitcoin broke through $100,000, the market's bullish sentiment reached a staged climax. According to Coinglass market data, the weighted average funding rate of OKX and Binance on that day reached an annualized 116%, a record high in nearly three years. Subsequently, Bitcoin fell back from $104,000 to $90,500 within 12 hours, a drop of 13%, resulting in the liquidation of nearly $700 million in long positions in the market. This huge shock was also considered by many to be a signal that sentiment had peaked and chips were loosening. So, is the big drop coming?
#市场调整后的方向 #BTC投资案未获微软股东同意 With Bitcoin up 45% in the last month, I’ve seen a lot of talk about whether this is a “local top” or a “full run” all the way to the end of the year. These are mostly the instinctive calls of “key opinion leaders” and other market prognosticators and analysts on social media. Of course, no one has a crystal ball. But in order to build strong conviction, we like to combine our intuition, experience, and analysis with hard data. This helps us assign probabilities to possible outcomes as accurately as possible.
#市场调整后的方向 #BTC投资案未获微软股东同意
With Bitcoin up 45% in the last month, I’ve seen a lot of talk about whether this is a “local top” or a “full run” all the way to the end of the year. These are mostly the instinctive calls of “key opinion leaders” and other market prognosticators and analysts on social media. Of course, no one has a crystal ball. But in order to build strong conviction, we like to combine our intuition, experience, and analysis with hard data. This helps us assign probabilities to possible outcomes as accurately as possible.
#市场回调抄底还是观望? #加密市场回调 There are only two ways to make money in this circle. One is to ambush value coins, and the other is to join a high-quality circle and obtain the latest and most reliable insider information through social networking and connections. Only in this way can you thrive in the currency circle. Recently, the crypto market has been surging, Bitcoin has plummeted, and market sentiment is low. Do you feel confused and uneasy? Don't worry, we have specially created a cryptocurrency investment community to provide everyone with a platform to share information, exchange strategies, and jointly cope with market challenges!
#市场回调抄底还是观望? #加密市场回调
There are only two ways to make money in this circle. One is to ambush value coins, and the other is to join a high-quality circle and obtain the latest and most reliable insider information through social networking and connections. Only in this way can you thrive in the currency circle. Recently, the crypto market has been surging, Bitcoin has plummeted, and market sentiment is low. Do you feel confused and uneasy? Don't worry, we have specially created a cryptocurrency investment community to provide everyone with a platform to share information, exchange strategies, and jointly cope with market challenges!
#比特币关键区间 Cryptocurrency will bank the unbanked. This phrase has long been the rallying cry of the cryptocurrency industry, justifying its rapid growth and inclusion in mainstream economics discourse. However, while these words resonate more in developing countries where access to financial services is limited, they don’t fully capture why cryptocurrencies matter in the most developed countries.
#比特币关键区间
Cryptocurrency will bank the unbanked.
This phrase has long been the rallying cry of the cryptocurrency industry, justifying its rapid growth and inclusion in mainstream economics discourse. However, while these words resonate more in developing countries where access to financial services is limited, they don’t fully capture why cryptocurrencies matter in the most developed countries.
Tesla CEO and tech billionaire Elon Musk is now richer than ever, with his net worth soaring to $348 billion, a new record following Donald Trump's victory in the US presidential election
Tesla CEO and tech billionaire Elon Musk is now richer than ever, with his net worth soaring to $348 billion, a new record following Donald Trump's victory in the US presidential election
#山寨季何时到来? #SUI、IMX、ADA大额解锁 The altcoin market cap is now close to its May 2021 high of $984 billion, indicating that speculative funds are shifting from Bitcoin to altcoins. Historically, this rotation of funds often heralds the arrival of an "altcoin season," when altcoins rise more prominently relative to Bitcoin. $SUI $IMX $ADA
#山寨季何时到来? #SUI、IMX、ADA大额解锁
The altcoin market cap is now close to its May 2021 high of $984 billion, indicating that speculative funds are shifting from Bitcoin to altcoins. Historically, this rotation of funds often heralds the arrival of an "altcoin season," when altcoins rise more prominently relative to Bitcoin.
$SUI $IMX $ADA
#PCE与美联储纪要公布在即 Fed's Goolsbee said he expects the Fed to continue cutting interest rates to achieve the goal of neither restricting nor promoting economic activity. "Unless there is compelling evidence that the economy is overheating, I see no reason not to continue lowering the federal funds rate," Goolsbee said. "The pace of rate cuts depends on the outlook and conditions. But it seems to me that we are on a clear path that will lead to lower interest rates and closer to the neutral rate." He said his forecast for the neutral rate is close to the median estimate of officials, which was 2.9% predicted in September. Goolsbee said the overall situation in recent months has been that inflation has often been lower than expected, but not far above the 2% target. $BTC $BNB
#PCE与美联储纪要公布在即
Fed's Goolsbee said he expects the Fed to continue cutting interest rates to achieve the goal of neither restricting nor promoting economic activity. "Unless there is compelling evidence that the economy is overheating, I see no reason not to continue lowering the federal funds rate," Goolsbee said. "The pace of rate cuts depends on the outlook and conditions. But it seems to me that we are on a clear path that will lead to lower interest rates and closer to the neutral rate." He said his forecast for the neutral rate is close to the median estimate of officials, which was 2.9% predicted in September. Goolsbee said the overall situation in recent months has been that inflation has often been lower than expected, but not far above the 2% target.
$BTC $BNB
#比特币盘整分析 On November 22, BTC reached a maximum of $99,588, which is very close to the $100,000 mark. This has also allowed the total market value of crypto to exceed US$3.5 trillion, hitting a record high, and Bitcoin’s market share has exceeded 55%. The market sentiment index shows that it remains in the greed stage, market activity has increased significantly, and altcoins generally have a larger increase following the trend of the market.
#比特币盘整分析
On November 22, BTC reached a maximum of $99,588, which is very close to the $100,000 mark. This has also allowed the total market value of crypto to exceed US$3.5 trillion, hitting a record high, and Bitcoin’s market share has exceeded 55%. The market sentiment index shows that it remains in the greed stage, market activity has increased significantly, and altcoins generally have a larger increase following the trend of the market.
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Мечи
#BTC何时突破10万? #BTC再次刷新历史高点 Although the new US government, which is about to take office, has shown great interest in cryptocurrencies, it still needs to pass multiple "gates" to make Bitcoin a real national reserve asset of the United States. From a policy perspective, listing Bitcoin as a strategic reserve asset requires a complex legislative process, involving the coordination and balance of interests of multiple regulatory agencies. In addition, traditional US financial institutions, conservative lawmakers, and interest groups that are skeptical of digital assets may collectively oppose it, making it difficult to implement. The surge in Bitcoin prices seems to have given some people hope of reproducing the process from the disintegration of the Bretton Woods system to the establishment of the petrodollar. However, Bitcoin's own attributes are not stable. Once it becomes a strategic reserve asset, it may bring greater challenges to regulators, and may also arouse the vigilance of other countries in the world, exacerbating frictions in the international financial field. It is still unknown whether the US economy, which has been eroded by high inflation for many days, can withstand its impact.$BTC $XRP
#BTC何时突破10万? #BTC再次刷新历史高点
Although the new US government, which is about to take office, has shown great interest in cryptocurrencies, it still needs to pass multiple "gates" to make Bitcoin a real national reserve asset of the United States. From a policy perspective, listing Bitcoin as a strategic reserve asset requires a complex legislative process, involving the coordination and balance of interests of multiple regulatory agencies. In addition, traditional US financial institutions, conservative lawmakers, and interest groups that are skeptical of digital assets may collectively oppose it, making it difficult to implement. The surge in Bitcoin prices seems to have given some people hope of reproducing the process from the disintegration of the Bretton Woods system to the establishment of the petrodollar. However, Bitcoin's own attributes are not stable. Once it becomes a strategic reserve asset, it may bring greater challenges to regulators, and may also arouse the vigilance of other countries in the world, exacerbating frictions in the international financial field. It is still unknown whether the US economy, which has been eroded by high inflation for many days, can withstand its impact.$BTC $XRP
#市场围绕90K When you buy Bitcoin, your first bet is that it will succeed. To me, that means that it will one day be on par with gold as an established, widely-known store of value held by all kinds of investors.
#市场围绕90K
When you buy Bitcoin, your first bet is that it will succeed. To me, that means that it will one day be on par with gold as an established, widely-known store of value held by all kinds of investors.
#币安新币矿池 Publicly traded company Genius Group Limited (NYSE: GNS) today announced that it has purchased 110 bitcoins for $10 million at an average price of $90,932 per bitcoin, marking the company's official establishment of a bitcoin reserve. The purchase follows the company's announcement of a "Bitcoin First" strategy on November 12, which pledged to hold 90% or more of existing and future reserves in bitcoin, with an initial target of $120 million in bitcoin. Today's purchase is the first of the company's ongoing purchases that it intends to make to achieve its goals. $BTC
#币安新币矿池
Publicly traded company Genius Group Limited (NYSE: GNS) today announced that it has purchased 110 bitcoins for $10 million at an average price of $90,932 per bitcoin, marking the company's official establishment of a bitcoin reserve.
The purchase follows the company's announcement of a "Bitcoin First" strategy on November 12, which pledged to hold 90% or more of existing and future reserves in bitcoin, with an initial target of $120 million in bitcoin. Today's purchase is the first of the company's ongoing purchases that it intends to make to achieve its goals. $BTC
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