What is Scientific study during a Master’s program ？
Trick:
- Reproducibility: Guaranteeing your study can be duplicated by others.
- Explorations: May entail small findings or adding to bigger projects.
- Efficiency: Finding out to manage time and resources successfully.
- Public Availability: Sharing searchings for through presentations or publications.
Streamlined Process:
- Determine a research question: Discover a space in knowledge or an unsolved problem.
- Establish a theory: Propose a remedy or explanation.
- Conduct experiments or gather information: Check your theory using ideal methods.
- Assess results: Reason based upon your searchings for.
- Share searchings for: Share your research study with a thesis, presentations, or magazines.
Scientific research throughout a Master’s program code
- creates code rapidly.
- Testing and Recording
- Evaluation and contrast of experiments, consistent with your expectations
- Adjustments and models
prototyping + refactor pattern
What is prototyping?
From wikipedia
A prototype is an early example, design, or launch of an item developed to test a principle or process or to work as a point to be replicated or learned from
for us, we need to construct models that quickly validate your concept
what is refactoring?
from web link
Refactoring is the process of restructuring code, while not transforming its original functionality. The goal of refactoring is to enhance internal code by making several small modifications without modifying the code’s exterior actions.
for us, Change the code to implement your idea
Now, the AI structure uses the major code language, which is
- Python
- PyTorch
Just how to quicker learn these two languages?
Python
Pytorch
Using vscode from your code IDE （ cost-free and has a lot of plug-in programs ）
Set up python in Vscode
Using Ubuntu can make you debug other AI projects conveniently; if you want to do AI jobs, please use Anaconda and select the appropriate Cuda version.
Findlly
I understand that this isn’t actually applicable in actual work environments if you have limited target dates, yet you can use it when launching your very own personal jobs, even if you are still uncertain exactly how to do them.
Do not overthink stuff, simply begin doing! And most importantly …
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