90% of new developers make these mistakes 🧵👇:

[Bonus: with tips on how to avoid them] 1⃣ Introducing yourself as an 'aspiring' developer:

Most devs write aspiring dev in their bios which makes perfect sense but not when you're applying somewhere.

For recruiters, it's a sign that you're still in your learning phase.

1⃣0⃣ Really Common Mistakes By Aspiring Developers:

⚠️ 90% of Newbies Repeat these!
🔥 If you avoid them, you're really gonna excel in your career.

---- A Thread 🧵👇 ---- 1⃣ NOT knowing how to Google:

How to use Google effectively to search your queries is a really underrated skill.

Most of the new devs struggle with it.

Here's a really good thread by @saviomartin7.

Give it a read:

https://twitter.com/saviomartin7/status/1438027377452490755

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

🧵 A thread

👇

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.

JAVASCRIPT ON EMBEDDED DEVICES

Case Study: Svelte

(1) - Svelte is used for POS systems in Brazil. Roughly 200,000 POS devices are currently in the cities of Brazil. The device runs a very outdated WebKit on extremely memory-constraint hardware.

@sveltejs @SvelteSociety (2) - They tried different frameworks. None of them could be used because when you press a button, it responded half a second later. Of course, users would be more likely to press it twice and may end up overcharging the customer. But when they tried Svelte, it worked smoothly.