Thread by @mrsaeeddev

1/ 🧠 🤖 📈 How to approach a Machine Learning problem?

🧵 A thread

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TIPS:

◉ Start with the simplest models

◉ Identify the patterns from data

◉ Let the data speak

◉ Don't force data to cry

2/ ◉ Spend most of your time in EDA, preprocessing, and feature engineering

◉ Choose the tech stack with which you are more familiar

◉ Try to involve people with domain expertise.

◉ Visualize your data. It helps a lot in understanding the patterns.

3/ ◉ Use statistical inference to understand the underlying distributions

◉ Initially solve what is possible

◉ Do market research

◉ See what other data scientists are doing in the same domain

◉ Try to relate the results of your work with the business value

4/ ◉ Communicate your findings

❓ Want to add anything?

Feel free to share your thoughts!

#100DaysOfCode #DataScience #MachineLearning #ArtificialIntelligence