Amit | SQL • JS • Python

Aspiring Data Analyst

SQL • Python • JavaScript

CA student learning data + tech in public

Fitness • Discipline • Long-term growth

[Amit | SQL • JS • Python @AmitKumarDev_]

I'm a CA student learning tech to move into Data Analytics.

Currently learning:
• SQL
• Python for data analysis
• JavaScript

Also working on discipline through fitness.

Sharing the journey and lessons along the way.

[Amit | SQL • JS • Python @AmitKumarDev_]

@GithubProjects https://t.co/nAXlAGec0R

[Amit | SQL • JS • Python @AmitKumarDev_]

@DataCamp Which window function do people find themselves using most often in real projects: LAG(), LEAD(), or ROW_NUMBER()? For me it's usually ROW_NUMBER().

[Amit | SQL • JS • Python @AmitKumarDev_]

After months of learning, rebuilding, and late-night coding…
https://t.co/sQ7YGTrhrM⁠ is officially LIVE.

Built with:
• Next.js
• React
• TypeScript
• Tailwind CSS
• Cloudflare

More products coming soon
#AmitForge #NextJS #ReactJS #TypeScript #Cloudflare #BuildInPublic

[Amit | SQL • JS • Python @AmitKumarDev_]

Once this is clear,
writing queries becomes much easier.

#SQL #DataAnalytics

[Amit | SQL • JS • Python @AmitKumarDev_]

A simple mindset shift that made SQL easier for me:

[Amit | SQL • JS • Python @AmitKumarDev_]

Instead of starting with SELECT,
I now start with questions:

• What data do I need?
• Where is it stored?
• What conditions apply?

[Amit | SQL • JS • Python @AmitKumarDev_]

11 weeks of showing up.

Not trying to go viral.
Not pretending to be an expert.

Just building real skills slowly.

That’s the focus.

#LearningInPublic

[Amit | SQL • JS • Python @AmitKumarDev_]

Balancing CA, coding, and fitness
isn’t about perfect planning.

It’s about showing up
even on low-energy days.

#Consistency #GrowthMindset

[Amit | SQL • JS • Python @AmitKumarDev_]

This makes both Python and JavaScript
much easier to understand.

#Coding #JavaScript

[Amit | SQL • JS • Python @AmitKumarDev_]

One coding habit that is helping me a lot:

[Amit | SQL • JS • Python @AmitKumarDev_]

Writing the logic in plain English
before writing actual code.

[Amit | SQL • JS • Python @AmitKumarDev_]

For people learning data analytics:

What was harder for you?

1. SQL
2. Python
3. Understanding datasets

Curious to see different experiences.

#SQL #Python #LearningInPublic

[Amit | SQL • JS • Python @AmitKumarDev_]

If the dataset is confusing,
the output will be too.

#Python #DataAnalysis

[Amit | SQL • JS • Python @AmitKumarDev_]

Learning Python for data analysis taught me something important:

[Amit | SQL • JS • Python @AmitKumarDev_]

Libraries like pandas are powerful.

But they don’t replace understanding the data.

[Amit | SQL • JS • Python @AmitKumarDev_]

SQL becomes easier
when you stop memorizing queries
and start thinking in questions.

What do I need?
Where is it?
How do I filter it?

#SQL #LearningInPublic

[Amit | SQL • JS • Python @AmitKumarDev_]

SQL and Python help.

But thinking clearly about data matters more.

#DataAnalytics

[Amit | SQL • JS • Python @AmitKumarDev_]

Something I’m realizing while learning data analytics:

Tools are not the hard part.

[Amit | SQL • JS • Python @AmitKumarDev_]

The real challenge is:

• Understanding the dataset
• Asking the right questions
• Interpreting the results

[Amit | SQL • JS • Python @AmitKumarDev_]

Also trying to build discipline through fitness.

If you're learning similar skills, let’s connect.

#LearningInPublic #nextjs #project #shedbody #javascript #SQL #Python

[Amit | SQL • JS • Python @AmitKumarDev_]

Currently building skills to move toward data analytics.

[Amit | SQL • JS • Python @AmitKumarDev_]

Learning:

• SQL
• Python for data analysis
• JavaScript (started project using Next.js: shedbody –> https://t.co/UOJJyNZ6qa )