DeepSeek OCR로 해결한 AI 확장 문제
DeepSeek OCR은 AI 확장 문제를 해결하기 위해 SAM, CLIP, 희소 MoE 디코더를 사용하여 기술적 혁신을 이루었다.
Level Up Your Technical Interview Skills with the Right Framework¶
You can't just show up for a technical interview and expect to ace it. It's not enough to know the right answers - you need to know how to present them. That's where a solid interview framework comes in. In this article, I'll show you the 5 key steps to nail any technical interview.
Step 1: Understand the Problem¶
This might seem obvious, but it's surprisingly easy to skip this step. Take your time to read the problem carefully. Ask clarifying questions if needed. Make sure you understand the input, output, and constraints of the problem. For example, if you're asked to design a system, you need to know the scale requirements, performance expectations, and any specific technologies you should use.
Tip: Don't assume anything about the problem. Ask for clarification if you're unsure about any details.
Step 2: Plan Your Solution¶
Once you understand the problem, take a moment to think about how you'd solve it. This is where it's helpful to use the STAR method (Situation, Task, Action, Result). It helps you structure your thinking and ensures you consider all aspects of the solution.
- Situation: What is the problem you're trying to solve?
- Task: What are you being asked to do?
- Action: How will you solve the problem?
- Result: What are the expected outcomes of your solution?
Tip: Don't jump into coding right away. It's better to think through your solution first.
Step 3: Explain Your Approach¶
Now that you've planned your solution, it's time to explain it to the interviewer. Be clear and concise. Use examples to illustrate your points. Make sure to mention any trade-offs you're aware of (like time vs space complexity, or design trade-offs).
Tip: Use diagrams or whiteboard sketches if it helps explain your approach.
Step 4: Code the Solution¶
Once you've explained your approach, it's time to code. Start by writing clean, well-structured code. Use proper variable names and follow good coding practices. Make sure to include comments in your code to explain what each part is doing.
Tip: Don't be afraid to write pseudocode first if you're unsure about the exact implementation.
Step 5: Test and Refine¶
After writing your code, test it with different input scenarios. Check for edge cases and make sure your solution handles them correctly. If you find any issues, be sure to explain them to the interviewer and suggest possible fixes.
Tip: Don't be discouraged if you find bugs in your code. It's a normal part of the process.
Additional Tips¶
- Practice, practice, practice: The more interviews you do, the better you'll get. Consider doing mock interviews with friends or using online platforms like Pramp or Interviewing.io.
- Be confident: Show confidence in your abilities, but don't be arrogant. Know when to admit you don't know something.
- Ask questions: Don't be afraid to ask clarifying questions. It shows you're thinking deeply about the problem.
- Stay calm: If you get stuck, take a deep breath and try to think through the problem step by step.
- Follow up: After the interview, send a thank-you email to the interviewer. It's a great way to make a lasting impression.
Conclusion¶
Technical interviews can be daunting, but with the right framework and preparation, you can increase your chances of success. Remember to take your time, think through your solutions, and communicate clearly with your interviewer. With practice, you'll become more confident and better prepared for any technical interview you face.
Level Up Your Technical Interview Skills with the Right Framework¶
You can't just show up for a technical interview and expect to ace it. It's not enough to know the right answers - you need to know how to present them. That's where a solid interview framework comes in. In this article, I'll show you the 5 key steps to nail any technical interview.
Step 1: Understand the Problem¶
This might seem obvious, but it's surprisingly easy to skip this step. Take your time to read the problem carefully. Ask clarifying questions if needed. Make sure you understand the input, output, and constraints of the problem. For example, if you're asked to design a system, you need to know the scale requirements, performance expectations, and any specific technologies you should use.
Tip: Don't assume anything about the problem. Ask for clarification if you're unsure about any details.
Step 2: Plan Your Solution¶
Once you understand the problem, take a moment to think about how you'd solve it. This is where it's helpful to use the STAR method (Situation, Task, Action, Result). It helps you structure your thinking and ensures you consider all aspects of the solution.
- Situation: What is the problem you're trying to solve?
- Task: What are you being asked to do?
- Action: How will you solve the problem?
- Result: What are the expected outcomes of your solution?
Tip: Don't jump into coding right away. It's better to think through your solution first.
Step 3: Explain Your Approach¶
Now that you've planned your solution, it's time to explain it to the interviewer. Be clear and concise. Use examples to illustrate your points. Make sure to mention any trade-offs you're aware of (like time vs space complexity, or design trade-offs).
Tip: Use diagrams or whiteboard sketches if it helps explain your approach.
Step 4: Code the Solution¶
Once you've explained your approach, it's time to code. Start by writing clean, well-structured code. Use proper variable names and follow good coding practices. Make sure to include comments in your code to explain what each part is doing.
Tip: Don't be afraid to write pseudocode first if you're unsure about the exact implementation.
Step 5: Test and Refine¶
After writing your code, test it with different input scenarios. Check for edge cases and make sure your solution handles them correctly. If you find any issues, be sure to explain them to the interviewer and suggest possible fixes.
Tip: Don't be discouraged if you find bugs in your code. It's a normal part of the process.
Additional Tips¶
- Practice, practice, practice: The more interviews you do, the better you'll get. Consider doing mock interviews with friends or using online platforms like Pramp or Interviewing.io.
- Be confident: Show confidence in your abilities, but don't be arrogant. Know when to admit you don't know something.
- Ask questions: Don't be afraid to ask clarifying questions. It shows you're thinking deeply about the problem.
- Stay calm: If you get stuck, take a deep breath and try to think through the problem step by step.
- Follow up: After the interview, send a thank-you email to the interviewer. It's a great way to make a lasting impression.
Conclusion¶
Technical interviews can be daunting, but with the right framework and preparation, you can increase your chances of success. Remember to take your time, think through your solutions, and communicate clearly with your interviewer. With practice, you'll become more confident and better prepared for any technical interview you face.
Level Up Your Technical Interview Skills with the Right Framework¶
You can't just show up for a technical interview and expect to ace it. It's not enough to know the right answers - you need to know how to present them. That's where a solid interview framework comes in. In this article, I'll show you the 5 key steps to nail any technical interview.
Step 1: Understand the Problem¶
This might seem obvious, but it's surprisingly easy to skip this step. Take your time to read the problem carefully. Ask clarifying questions if needed. Make sure you understand the input, output, and constraints of the problem. For example, if you're asked to design a system, you need to know the scale requirements, performance expectations, and any specific technologies you should use.
Tip: Don't assume anything about the problem. Ask for clarification if you're unsure about any details.
Step 2: Plan Your Solution¶
Once you understand the problem, take a moment to think about how you'd solve it. This is where it's helpful to use the STAR method (Situation, Task, Action, Result). It helps you structure your thinking and ensures you consider all aspects of the solution.
- Situation: What is the problem you're trying to solve?
- Task: What are you being asked to do?
- Action: How will you solve the problem?
- Result: What are the expected outcomes of your solution?
Tip: Don't jump into coding right away. It's better to think through your solution first.
Step 3: Explain Your Approach¶
Now that you've planned your solution, it's time to explain it to the interviewer. Be clear and concise. Use examples to illustrate your points. Make sure to mention any trade-offs you're aware of (like time vs space complexity, or design trade-offs).
Tip: Use diagrams or whiteboard sketches if it helps explain your approach.
Step 4: Code the Solution¶
Once you've explained your approach, it's time to code. Start by writing clean, well-structured code. Use proper variable names and follow good coding practices. Make sure to include comments in your code to explain what each part is doing.
Tip: Don't be afraid to write pseudocode first if you're unsure about the exact implementation.
Step 5: Test and Refine¶
After writing your code, test it with different input scenarios. Check for edge cases and make sure your solution handles them correctly. If you find any issues, be sure to explain them to the interviewer and suggest possible fixes.
Tip: Don't be discouraged if you find bugs in your code. It's a normal part of the process.
Additional Tips¶
- Practice, practice, practice: The more interviews you do, the better you'll get. Consider doing mock interviews with friends or using online platforms like Pramp or Interviewing.io.
- Be confident: Show confidence in your abilities, but don't be arrogant. Know when to admit you don't know something.
- Ask questions: Don't be afraid to ask clarifying questions. It shows you're thinking deeply about the problem.
- Stay calm: If you get stuck, take a deep breath and try to think through the problem step by step.
- Follow up: After the interview, send a thank-you email to the interviewer. It's a great way to make a lasting impression.
Conclusion¶
Technical interviews can be daunting, but with the right framework and preparation, you can increase your chances of success. Remember to take your time, think through your solutions, and communicate clearly with your interviewer. With practice, you'll become more confident and better prepared for any technical interview you face.
출처¶
원문: https://medium.com/data-science-collective/agentic-ai-single-vs-multi-agent-systems-e5c8b0e3cb28
이 글은 AI가 자동으로 작성했습니다.