What is Scientific research study throughout a Master’s program ？
Trick:
- Reproducibility: Ensuring your study can be duplicated by others.
- Explorations: May entail small-scale findings or adding to bigger tasks.
- Efficiency: Discovering to handle time and sources properly.
- Public Access: Sharing searchings for through discussions or publications.
Simplified Refine:
- Determine a study concern: Discover a void in knowledge or an unresolved trouble.
- Establish a hypothesis: Suggest a solution or description.
- Conduct experiments or collect information: Test your hypothesis utilizing ideal approaches.
- Assess results: Reason based on your findings.
- Distribute searchings for: Share your study via a thesis, presentations, or publications.
Scientific study during a Master’s program code
- composes code swiftly.
- Experimentation and Recording
- Analysis and comparison of experiments, consistent with your assumptions
- Alterations and models
prototyping + refactor pattern
What is prototyping?
From wikipedia
A prototype is an early example, model, or release of a product built to evaluate an idea or process or to function as a point to be duplicated or learned from
for us, we need to construct prototypes that swiftly confirm your idea
what is refactoring?
from link
Refactoring is the procedure of restructuring code, while not transforming its initial performance. The goal of refactoring is to boost internal code by making lots of tiny modifications without changing the code’s external actions.
for us, Modify the code to execute your idea
Now, the AI framework makes use of the main code language, which is
- Python
- PyTorch
Just how to much faster find out these 2 languages?
Python
Pytorch
Making use of vscode from your code IDE （ totally free and has a great deal of plug-in programs ）
Set up python in Vscode
Making use of Ubuntu can make you debug other AI projects conveniently; if you wish to do AI jobs, please use Anaconda and choose the appropriate Cuda version.
Findlly
I understand that this isn’t truly suitable in real workplace if you have limited deadlines, yet you can use it when starting up your own personal projects, also if you are still unclear exactly how to do them.
Do not overthink things, just start doing! And most notably …
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