First in AWS and how to using it in ML study

本文详细介绍如何首次使用AWS进行机器学习研究,包括注册流程、账户管理、密钥对使用及实例操作,强调虚拟信用卡支付安全性与避免高额账单的策略。

First in AWS and how to using it in ML study

first time to use this and flow me to study how to use it

ID

you must have a iD of AWS

  1. when you sign up it you must have a phone to get a pin number and a visa card to pay $1 as the fee of signing up.here is my advise it is more OK to use a virtual visa card such as tag&go,as you will never know where you must pay .i think it is not a good feeling to get a bill about $1000 and you do not know what this pay for
  2. An AWS ID have many account id under it ,the wise way to use is that do not use the AWS ID to login and that is only for check your bill you can make other account to proformet the function of work
  3. now you need a key pair remenber a key pair only work for one area! and save it carefully
  4. when you can login aws next work is to get a instance remenber these
  5. connect iT USE SSH "sudo ssh -i “yourkey” ec2-user@whereyourcake.com
  6. congratuation!! you can work at it as you work in your PC.!!
  7. when you finish REMENBER in the instance terminal it or you will have a big bill end of the month.

EC2 Dashboard
INSTANCES
Spot Requests
Request Spot Instances
AMI = ami-084820056c48a24a1
security group = anywhere : ip = anywhere you can visit it from anywhere SSH and 8888 port
*REQUAREA *
WAIT
WHEN YOU SEE IT MEANS YOUR CAKE IS ONLINE

内容概要:本文介绍了一个基于冠豪猪优化算法(CPO)的无人机三维路径规划项目,利用Python实现了在复杂三维环境中为无人机规划安全、高效、低能耗飞行路径的完整解决方案。项目涵盖空间环境建模、无人机动力学约束、路径编码、多目标代价函数设计以及CPO算法的核心实现。通过体素网格建模、动态障碍物处理、路径平滑技术和多约束融合机制,系统能够在高维、密集障碍环境下快速搜索出满足飞行可行性、安全性与能效最优的路径,并支持在线重规划以适应动态环境变化。文中还提供了关键模块的代码示例,包括环境建模、路径评估和CPO优化流程。; 适合人群:具备一定Python编程基础和优化算法基础知识,从事无人机、智能机器人、路径规划或智能优化算法研究的相关科研人员与工程技术人员,尤其适合研究生及有一定工作经验的研发工程师。; 使用场景及目标:①应用于复杂三维环境下的无人机自主导航与避障;②研究智能优化算法(如CPO)在路径规划中的实际部署与性能优化;③实现多目标(路径最短、能耗最低、安全性最高)耦合条件下的工程化路径求解;④构建可扩展的智能无人系统决策框架。; 阅读建议:建议结合文中模型架构与代码示例进行实践运行,重点关注目标函数设计、CPO算法改进策略与约束处理机制,宜在仿真环境中测试不同场景以深入理解算法行为与系统鲁棒性。
评论
成就一亿技术人!
拼手气红包6.0元
还能输入1000个字符
 
红包 添加红包
表情包 插入表情
 条评论被折叠 查看
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值