Suppose you are working for a fund management company. Knowing that you have learned machine learning, your boss has asked you to write “A Proposal To apply Machine Learning to Algorithmic Trading”. If your proposal is successful, your boss will allow you to lead a team. Therefore, you must explain clearly what you want to achieve with machine learning. What would the company be able to achieve if your proposal is supported? You should explain what support you need from the company. For example, what data must the company acquire? What expertise do you need in your team? To manage expectations, you should clearly state the limitations of your proposed project.
时间: 2023-03-13 16:17:52 浏览: 95
如果您的提案被支持,公司可以实现以下目标:1)使用机器学习技术增强算法交易系统,改善交易精度和收益;2)收集、整理和准备相关数据,例如股票价格、市场情绪、技术指标等;3)招募有专业知识的团队成员,以实现机器学习的应用,例如数据分析师、模型开发工程师和算法交易人员;4)建立一个有效的测试环境,以确保模型的可靠性和可操作性;5)定期评估模型和算法交易系统的性能,以及其对市场变化的适应能力。此外,需要指出的是,尽管机器学习可以极大地提高算法交易的精度和收益,但仍然存在技术和市场风险,这些风险需要适当的风险控制策略来有效降低。
相关问题
Suppose you were Yilu Zhao in a Shanghai senior high school, write an application letter to Yale University.词数在120个左右,专业是literature
模拟火车出站的代码:
```c++
void dfs(vector<int>& nums, vector<int>& out, stack<int>& s,Dear Admission Committee,
I am writing to express my strong interest in attending Yale University and pursuing a degree in Literature. As a senior in a Shanghai vector<vector<int>>& res)
{
if (nums.empty() && s.empty())
{
res.push_back(out);
return;
senior high school, I have always been passionate about literature and am excited to further explore this field of study at one of the world's leading universities }
if (!s.empty())
{
int t = s.top();
s.pop();
out.push_back(t);
dfs.
Throughout my academic career, I have consistently challenged myself by taking advanced courses in literature and have always been fascinated by the way literature can reflect(nums, out, s, res);
out.pop_back();
s.push(t);
}
if (!nums.empty())
{
int t = nums[0];
nums.erase(nums.begin());
s.push(t);
dfs(nums, out, s, res);
s.pop();
nums.insert(nums.begin(), t);
}
}
void trainOut()
{
int n;
cin >> n;
and influence the world around us. In addition, I have participated in various extracurricular activities, such as writing club and theater, which have allowed me to further develop my critical thinking and analytical skills.
Yale's commitment to fostering a diverse and inclusive community, as well as vector<int> nums(n);
for (int i = 0; i < n; ++i)
{
cin >> nums[i its rigorous academic programs, make it the ideal place for me to continue my academic journey. I am confident that Yale will provide me with the knowledge];
}
vector<int> out;
stack<int> s;
vector<vector<int>> res;
dfs(nums, out, s, skills, and experiences necessary to achieve my goals and make a positive impact on the world.
Thank you for considering my application. I am excited, res);
for (int i = 0; i < res.size(); ++i)
{
for (int j = about the opportunity to contribute to the Yale community and learn from its distinguished faculty and students.
Sincerely,
Yilu Zhao
Suppose you are a cyptanalyst and you have intercepted a ciphertext c = 4 that has been sent to Alice. You find Alice’s RSA public key in a key directory: (e, n) = (5, 247). You assume this key has been used to produce the ciphertext. Find Alice’s private key. Show all your working.
To find Alice's private key, we need to use the RSA encryption and decryption formula:
Encryption: c = m^e mod n
Decryption: m = c^d mod n
We know the ciphertext c = 4 and the public key (e, n) = (5, 247). We need to find the private key d.
To find d, we need to use the following formula:
d = e^-1 mod φ(n)
where φ(n) = (p-1)(q-1) is the Euler's totient function of n and p and q are prime factors of n.
To find p and q, we need to factorize n. Since n is relatively small, we can do this manually:
n = 247 = 13 * 19
Now we can calculate φ(n):
φ(n) = (p-1)(q-1) = (13-1)(19-1) = 12 * 18 = 216
To find the inverse of e modulo φ(n), we can use the extended Euclidean algorithm:
```
φ(n) = 216
e = 5
216 = 5 * 43 + 1
1 = 216 - 5 * 43
1 = 216 - 5 * (φ(n) - e * q)
1 = 5 * e * (-43) + φ(n) * 1
Therefore, d = -43 mod 216 = 173
```
Now we can use the decryption formula to find the plaintext m:
m = c^d mod n = 4^173 mod 247 = 25
Therefore, Alice's private key is d = 173 and the plaintext message is m = 25.