This channel provides free, high-quality learning resources for GATE (CSE) and GATE (DA β Data Science & Artificial Intelligence) aspirants.
Every lecture, textbook, and problem set is curated with care and academic depth, aiming to build a strong conceptual foundation and enhance problem-solving ability.
Our mission is to make Computer Science and Data Science education accessible, structured, and research-oriented, helping learners master concepts from first principles.
Here, youβll find in-depth video lectures, thoughtfully prepared digital textbooks, and challenging practice problems, all designed to help you excel in GATE CSE and GATE DA.
Subscribe to explore a complete, concept-driven learning ecosystem focused on clarity, depth, and precision β the qualities that define true understanding.
GateXAIML
π DBMS UNROLLING NEXT WEEK
The real preparation begins.!!
Next week we are starting DBMS from scratch for:
π― GATE CSE
π― GATE DA
Not just theory β
You will learn concept β intuition β PYQ approach β Practice Problems
We are designing it so that even a beginner can reach exam level.
π Structured series/free books
π§ Problem-solving focused
π― Completely FREE
This will be one of the most important subjects in your preparation β
and weβre going to make it crystal clear.
3 days ago | [YT] | 5
View 0 replies
GateXAIML
π GATE DA Feb 15 β Well Done! π
First of allβ¦ Congratulations for completing the exam! π
No matter how the paper went β
You showed up.
You fought.
You gave your best.
That itself matters. π―
We sincerely hope our content helped you β
even if it gave you just 1β2 extra marks,
that makes us happy β€οΈ
Thank you for trusting this platform.
π And this is just the beginningβ¦
For the next GATE cycle,
we are committed to completing the entire:
β GATE CSE β FULL syllabus
β GATE DA β FULL syllabus
π― Completely FREE. Structured. Exam-oriented.
No paid batches.
No hidden courses.
Only quality content.
Rest today. Relax.
Results will come later. Growth continues.
π¬ Comment: Paper was _______ (Easy / Moderate / Tough)
Proud of you all.
On to bigger things π
1 week ago | [YT] | 6
View 3 replies
GateXAIML
π¨ ALL THE BEST β GATE DA FEB 15 π¨
Tomorrow is your day.
Youβve prepared.
Youβve practiced.
Now just stay calm and execute.
π― Read questions carefully
π― Attempt easy ones first
π― Donβt panic if one question looks tough
π― Trust your basics
Remember:
Itβs not about solving everything.
Itβs about solving correctly and smartly.
Stay confident.
Stay composed.
Give your best.
π₯ See you on the other side.
1 week ago | [YT] | 6
View 1 reply
GateXAIML
π Must Watch β DBMS (Except Transaction Management)
π― High-Weightage Topic β ~6 Marks
Many questions are asked directly from these concepts.
πΊ https://www.youtube.com/watch?v=6Txcm...
π§ One quick revision = easy marks
π― Donβt skip this before the exam
1 week ago | [YT] | 0
View 0 replies
GateXAIML
π Must Watch β Algorithms Before GATE DA Exam
π― High-Yield Concepts & Question Patterns β ~8 Marks
This topic appears every year in some form.
Revise once for quick recall.
πΊ https://www.youtube.com/watch?v=sBdPw...
π§ Focus on problem-solving patterns (not theory reading)
π― High ROI concepts in less time
1 week ago | [YT] | 0
View 0 replies
GateXAIML
π¨ Must Watch for GATE DA (Before Exam!)
β 2 Marks HIGH-YIELD Topic β SVD (Singular Value Decomposition)
Watch at 1.5Γ speed to save your time β±οΈ
π Topics Covered:
β’ What SVD is & how it works
β’ U, Ξ£, Vα΅ decomposition
β’ Geometry of SVD
β’ Quick problem solving examples
β’ Why SVD matters in ML/DA
πΊ Watch here:
https://www.youtube.com/watch?v=gQJbr...
π₯ Very important concept β often asked as short conceptual or numerical questions in GATE DA!
1 week ago | [YT] | 0
View 1 reply
GateXAIML
π¨ Must Watch for GATE DA (Before Exam!)
β 2 Marks Problem Solving β PCA (Principal Component Analysis)
Watch at 1.5Γ speed to save your time β±οΈ
π Topics Covered:
β’ PCA intuition & projections
β’ Eigenvalues & eigenvectors
β’ How to compute principal components
β’ Quick solved problems relevant for GATE DA
πΊ Watch here:
https://www.youtube.com/watch?v=y9k72...
π₯ Very important ML concept β often asked in short numerical / problem solving questions!
1 week ago | [YT] | 0
View 0 replies
GateXAIML
π¨ Must Watch for GATE DA (Before Exam!)
β 2 Marks Very Easy β Determinant & Its Properties
Watch at 1.5Γ speed to save your time β±οΈ
π Topics Covered:
β’ Determinant definition
β’ Properties of determinants
β’ Effect of row/column ops
β’ Determinant and matrix invertibility
β’ Quick solved examples
πΊ Watch here:
https://www.youtube.com/watch?v=eWWvB...
π₯ High-yield, easy marks topic β perfect for last-minute revision!
1 week ago | [YT] | 0
View 0 replies
GateXAIML
π¨ Must Watch for GATE DA (Before Exam!)
β 2 Marks HIGH-YIELD Concept β Differentiability
Watch at 1.5Γ speed to save your time β±οΈ
π Topics Covered:
β’ Definition of differentiability
β’ Differentiability vs continuity
β’ Left & right derivatives
β’ Common examples (|x|, x|x|, piecewise)
β’ Quick solved problems
πΊ Watch here:
https://www.youtube.com/watch?v=ZG4LQ...
π₯ Fundamental calculus concept β very likely in GATE DA!
1 week ago | [YT] | 0
View 1 reply
GateXAIML
π¨ Must Watch for GATE DA (Before Exam!)
β 2 Marks HIGH-YIELD Concept β Projection & Orthogonality
Watch at 1.5Γ speed to save time β±οΈ
π Topics Covered:
β’ Orthogonal vectors & subspaces
β’ Projection of vectors onto subspaces
β’ Orthogonal matrix properties
β’ Geometric interpretation
β’ Quick solved examples
πΊ Watch here:
https://www.youtube.com/watch?v=1JIW_...
π₯ Core linear algebra topic β often directly tested in GATE DA!
1 week ago | [YT] | 0
View 0 replies
Load more