What is Scientific research during a Master’s program ？
Trick:
- Reproducibility: Ensuring your research study can be duplicated by others.
- Explorations: May include small-scale searchings for or contributing to larger tasks.
- Efficiency: Finding out to take care of time and resources effectively.
- Public Ease of access: Sharing findings with presentations or publications.
Streamlined Process:
- Recognize a research question: Find a void in expertise or an unsolved problem.
- Create a theory: Recommend a remedy or description.
- Conduct experiments or collect information: Check your theory making use of suitable techniques.
- Assess results: Draw conclusions based on your findings.
- Disseminate findings: Share your study through a thesis, presentations, or magazines.
Scientific study during a Master’s program code
- composes code quickly.
- Testing and Recording
- Analysis and contrast of experiments, constant with your expectations
- Adjustments and versions
prototyping + refactor pattern
What is prototyping?
From wikipedia
A model is a very early example, model, or launch of a product built to test a concept or procedure or to function as a point to be reproduced or gained from
for us, we need to construct models that rapidly validate your concept
what is refactoring?
from web link
Refactoring is the process of restructuring code, while not changing its original capability. The objective of refactoring is to improve interior code by making numerous little modifications without modifying the code’s exterior habits.
for us, Change the code to implement your concept
Currently, the AI framework uses the main code language, which is
- Python
- PyTorch
How to quicker discover these two languages?
Python
Pytorch
Making use of vscode from your code IDE （ complimentary and has a lot of plug-in programs ）
Set up python in Vscode
Utilizing Ubuntu can make you debug various other AI jobs easily; if you intend to do AI jobs, please usage Anaconda and pick the appropriate Cuda version.
Findlly
I understand that this isn’t actually applicable in actual work environments if you have limited target dates, however you can use it when starting up your own personal projects, also if you are still unsure exactly how to do them.
Do not overthink stuff, simply start doing! And most notably …
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