Swapna Kumar Panda Profile picture
Jul 19 15 tweets 5 min read Read on X
Be an SQL Expert in just 6 months.

A roadmap for Absolute Beginners:
Beginner
⭣ Learn fundamentals ➊
⭣ Working with table ➋
⭣ Working with data ➌
⭣ Querying the data ➍
⭣ Operators ➎
⭣ Functions ➏
⭣ Database objects ➐
⭣ Programming in SQL ➑
⭣ Users and Roles ➒
⭣ Advanced Concepts ➓
Pro
➊ Fundamentals

Effort: 1 to 2 hours per day
Time: 2 weeks

➀ What is a database and DBMS?
➁ What is a relational database?
➂ What are the different vendors for RDBMS?
➃ What is normalization?
➄ Different normalization forms (NFs).
➅ What is SQL?
➆ Different components of SQL.
➇ What is ERD?
➋ Working with database/table

Effort: 1 to 2 hours per day (Study + Practice)
Time: 2 weeks

❯ Create a database
❯ Create a table
❯ Alter a table
❯ Add a column
❯ Remove a column
❯ Modify a column
❯ Rename a table
❯ Drop a table
❯ Various Datatypes
❯ Constraints
❯ Primary Key
❯ Foreign Key
❯ NOT NULL data
❯ UNIQUE data
➌ Working with data

Effort: 1 to 2 hours per day (Study + Practice)
Time: 2 weeks

❯ Insert records
❯ Modify a record
❯ Merge data
❯ Delete a record
❯ Truncate a table

* Once done, try to insert/modify huge data into multiple tables at one shot.
➍ Querying the data

Effort: 1 to 2 hours per day (Study + Practice)
Time: 4 weeks

❯ SELECT
❯ WHERE clause
❯ Projection
❯ Aggregation
❯ Join
❯ Union, Intersection
❯ Subquerying
❯ Sorting

* Once done, learn about query optimization.
➎ Operators

Effort: 1 to 2 hours per day (Study + Practice)
Time: 2 weeks

❯ Arithmetic
❯ Logical
❯ Comparison
❯ String
❯ Bitwise
❯ Compound
➏ Functions

Effort: 1 to 2 hours per day (Study + Practice)
Time: 3 weeks

❯ String-based
❯ Numeric
❯ Date-based
❯ Comparison

✧ Functions vary from vendor to vendor.
➐ Database objects

Effort: 1 to 2 hours per day (Study + Practice)
Time: 4 weeks

❯ View
❯ Materialized View
❯ Index
❯ Sequence
❯ Synonym
❯ Trigger
➑ Programming

Effort: 1 to 2 hours per day (Study + Practice)
Time: 4 weeks

❯ Stored Procedure
❯ User-defined Functions
➒ Users and Roles

Effort: 1 to 2 hours per day (Study + Practice)
Time: 2 weeks

❯ Create user
❯ Create role
❯ Grant access to a user
❯ Grant access to a role
❯ Revoke access from a user
❯ Revoke access from a role
❯ Drop a role
❯ Drop a user
➓ Advanced Concepts

Effort: 1 to 2 hours per day (Study + Practice)
Time: 4 to 6 weeks

❯ Binding variables
❯ Temporary tables
❯ Common Table Expressions (CTE)
❯ Regular Expressions
❯ Pivot data
❯ Import data
❯ External tables
📚 Learning Resources

1. Book: SQL Professional Notes
books.goalkicker.com/SQLBook/

2. YouTube Course
❯ SQL Full Course (Data with Baraa)
youtube.com/watch?v=SSKVgr…

❯ SQL Crash Course (techTFQ)
youtube.com/watch?v=S86phs…

3. Free Online Course
openclassrooms.com/en/courses/603…

4. SQL Bootcamp (Free)
youtube.com/playlist?list=…

5. Practice Sites
hackerrank.com/domains/sql
sqlzoo.net/wiki/SQL_Tutor…
sqlpad.ioImage
If you are looking for a course on Product Management + AI,

This course from BITS Pilani may help you a lot.
🏁 Final Words

⬙ Choose one database (e.g., MySQL/PostgreSQL).

⬘ Spend at least 1 to 2 hrs/day learning and practicing.

⬙ Overall it should take 6 to 9 months.

⬘ Also learn a programming language in addition to SQL if you want to be an application developer.

All the best.

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More from @swapnakpanda

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MIT's FREE Courses on AI & ML:

❯ 6.036 : Machine Learning
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❯ 6.034 : Artificial Intelligence
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❯ Course Link
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❯ YouTube Playlist
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Best skills to build in 2025: AI & ML

Here's a complete roadmap & all free resources: Image
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Time: 1 month

Focus on Python programming and basic data structures.

⬙ Detailed Roadmap
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⬗ Free Book - Think Python (O'Reilly)
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Time: 2nd & 3rd Month

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⬙ Free Book
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❯ Mathematics for Machine Learning (UC Berkeley)
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⬗ More Free Books
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⬘ Free Course - Khan Academy
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FREE Certifications fully accepted in the industry:

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2. University of Helsinki

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programming-25.mooc.fi

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Jul 4
Python is a MANDATORY skills in 2025.

This is how you can be an EXPERT in 1 year:
0. Preliminary Steps

Before deciding to start, ensure you do these

⬩Know your final goal
⬩Set a target for spending daily 1 hour minimum.
⬩Research about Python ecosystem (libraries, frameworks, code editors).

P.S: This is my personal roadmap. I could spend 1 to 2 hours daily for learning and practicing. And it took me ~1 year to finish. It may differ from person to person.
➊ Start with a bang: Simple Data Types

Schedule: Month-1
Effort: 1 to 2 hours daily + Normal practice

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Jul 1
👩‍💻 Practice these 150+ Algorithms in

❍ C/C++
❍ Java
❍ Python
❍ JavaScript
Or, any language of your choice

Stay in top 5% of programmers.
➊ Arrays

➀ Creating an Array
➁ Iterate through Array
➂ Get an Element
➃ Search an Element
➄ Insert Element(s)
➅ Delete Element(s)
➆ Filter an Array
➇ Fetch a Sub-Array
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➉ Reverse Array
➀➀ Rotate Array
➋ Linked Lists

➀ Creating a Linked List
➁ Iterate through Linked List
➂ Get an Element
➃ Find an Element

➤ Insert Element(s)
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➅ At End
➆ At Anywhere

➤ Delete Element(s)
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➀➀ IsEmpty
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➀➂ Reverse Linked List
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Implement these algorithms for linked lists, double linked lists, circular linked lists, etc.
Read 19 tweets

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