What is Scientific research study during a Master’s program ？
Secret:
- Reproducibility: Guaranteeing your research study can be reproduced by others.
- Discoveries: May include small findings or contributing to larger tasks.
- Performance: Learning to handle time and sources effectively.
- Public Availability: Sharing searchings for through presentations or publications.
Simplified Refine:
- Determine a research question: Find a gap in knowledge or an unsettled problem.
- Establish a theory: Suggest a solution or description.
- Conduct experiments or gather information: Examine your theory using ideal methods.
- Examine outcomes: Reason based upon your searchings for.
- Share findings: Share your research with a thesis, discussions, or publications.
Scientific research study during a Master’s program code
- composes code swiftly.
- Testing and Recording
- Evaluation and comparison of experiments, regular with your assumptions
- Alterations and versions
prototyping + refactor pattern
What is prototyping?
From wikipedia
A prototype is an early example, model, or release of an item developed to examine a concept or procedure or to act as a point to be duplicated or learned from
for us, we need to construct prototypes that promptly validate your idea
what is refactoring?
from link
Refactoring is the process of reorganizing code, while not altering its initial capability. The objective of refactoring is to boost internal code by making numerous tiny adjustments without modifying the code’s outside behavior.
for us, Change the code to apply your idea
Currently, the AI structure makes use of the primary code language, which is
- Python
- PyTorch
Exactly how to faster discover these two languages?
Python
Pytorch
Using vscode from your code IDE （ totally free and has a lot of plug-in programs ）
Mount python in Vscode
Using Ubuntu can make you debug other AI tasks conveniently; if you want to do AI jobs, please use Anaconda and pick the best Cuda version.
Findlly
I recognize that this isn’t really relevant in genuine work environments if you have limited deadlines, however you can use it when launching your own personal projects, also if you are still uncertain how to do them.
Do not overthink things, simply begin doing! And most importantly …
If you have an interest in AI research study or you intend to see other AI research in AV(independent car) you can click this link.
If you enjoy this blog, please provide it a clap and share it with others who require to research in AI.