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π“π€π€πˆ | π–π‘πžπ«πž π€πˆ 𝐁𝐞𝐠𝐒𝐧𝐬 𝐰𝐒𝐭𝐑 𝐌𝐚𝐭𝐑
A genuine home for serious AI learners.
We ignore the hype and focus on the foundations. From the geometry of SVMs to the calculus of Backpropagation, we provide the blueprints you need to become a true AI Architect.

About the Founder: Manoj Kumar
AIR 13 – GATE
M.Tech in Machine Design (IIT Bombay)
M.Tech in Data Science (IIT Guwahati)
Expertise in Machine Learning, Linear Algebra, Probability & Statistics
Ex-Educator @ Unacademy

πŸ“Œ Join our learning community today!
πŸ’¬ Got questions? Reach out via Discord or Telegram.
πŸ”” Stay subscribed and keep leveling up your prep!




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52:15

Ask Me Anything - Maximising the Last 180 Days | GATE 2027

TAAI - Manoj Kumar

Shared 1 month ago

1.7K views

28:59

GATE DA: The Smartest Career Move in 2026? The Shortcut to all AI Careers?

TAAI - Manoj Kumar

Shared 4 months ago

3.4K views

57:35

GATE DA 2026 Live Counselling | Part 2 | Manoj Kumar

TAAI - Manoj Kumar

Shared 5 months ago

766 views

1:29:55

What To Do After GATE DA 2026 | LIVE Counseling | Manoj Kumar | TAAI

TAAI - Manoj Kumar

Shared 5 months ago

1.4K views

1:26:32

GATE DA 2027 ORIENTATION | Your Roadmap to Single Digit Rank | TAAI

TAAI - Manoj Kumar

Shared 6 months ago

1.6K views

47:44

LAUNCHING: TAAI Complete GATE DA 2027 Course

TAAI - Manoj Kumar

Shared 6 months ago

2.6K views

40:19

GATE DA : What's Next ? Placement, Mtech or Drop ?

TAAI - Manoj Kumar

Shared 7 months ago

2.7K views

1:49:43

GATE DA 2026 Paper Analysis

TAAI - Manoj Kumar

Shared 7 months ago

5K views

26:40

One Last Time: My Final Wishes for GATE DA Aspirants ❀️

TAAI - Manoj Kumar

Shared 7 months ago

1.4K views

1:21:40

Complete Probability & Statistics Marathon Part:2| GATE DA 2026

TAAI - Manoj Kumar

Shared 7 months ago

4.7K views

6:18:11

Complete Probability & Statistics Marathon Part:1| GATE DA 2026

TAAI - Manoj Kumar

Shared 7 months ago

20K views

2:40:25

Neural Networks : ONE-SHOT GATE DA | Concept to Combat Session 7 πŸ”₯

TAAI - Manoj Kumar

Shared 7 months ago

3.7K views

2:35:45

PCA, LDA & Perceptron : ONE-SHOT GATE DA | Concept to Combat Session 6 πŸ”₯

TAAI - Manoj Kumar

Shared 7 months ago

3.4K views

1:37:14

k-Nearest Neighbors (kNN) and Clustering : ONE-SHOT GATE DA | Concept to Combat Session 5 πŸ”₯

TAAI - Manoj Kumar

Shared 7 months ago

2.3K views

3:44:51

Decision Trees,Resampling & Evaluation Metrics : ONE-SHOT GATE DA | Concept to Combat Session 4 πŸ”₯

TAAI - Manoj Kumar

Shared 7 months ago

4K views

3:23:46

Logistic Regression & SVM: ONE-SHOT for GATE DA | Concept to Combat Session 3 πŸ”₯

TAAI - Manoj Kumar

Shared 7 months ago

12K views

3:53:43

Bias–Variance, Regularization & Naive Bayes One Shot | ML Combat – Session 2 πŸ”₯ GATE DA

TAAI - Manoj Kumar

Shared 8 months ago

11K views

3:36:51

Linear Regression | ML Session 1 I GATE DA

TAAI - Manoj Kumar

Shared 8 months ago

31K views

38:34

GATE DA 2026: MISSION AIR 1 (Revision + Extensive Practice) FREE Series

TAAI - Manoj Kumar

Shared 8 months ago

14K views

1:24:43

TAAI AIMT-1 Review & What Next? | GATE DA 2026

TAAI - Manoj Kumar

Shared 8 months ago

1.3K views

43:50

Free AIMT Announcement + The Mock Strategy For AIR 100

TAAI - Manoj Kumar

Shared 8 months ago

1K views

48:30

Last 45 Days Strategy for GATE 2026

TAAI - Manoj Kumar

Shared 8 months ago

2.1K views

43:16

Stop Wasting Time in Aptitude | Best Strategy

TAAI - Manoj Kumar

Shared 9 months ago

11K views

52:31

No One Tells You This | GATE 2026

TAAI - Manoj Kumar

Shared 9 months ago

1.7K views

1:16:27

Linear Regression Part 4 - Bias Variance, Regularization | GATE DA 2026

TAAI - Manoj Kumar

Shared 1 year ago

891 views

1:41:31

Linear Regression Part 3 - Gradient Descent Linear Models, Overfitting| GATE DA 2026

TAAI - Manoj Kumar

Shared 1 year ago

801 views

1:01:49

Linear Regression Part 2 - Gradient Descent Linear Models, Overfitting| GATE DA 2026

TAAI - Manoj Kumar

Shared 1 year ago

811 views

2:14:06

Linear Regression Explained: Bias Variance, Regularization & More | GATE DA 2026

TAAI - Manoj Kumar

Shared 1 year ago

2.8K views

37:06

GATE-DA: Still Worth It? Let’s Clear the Confusion

TAAI - Manoj Kumar

Shared 1 year ago

7.3K views

48:36

Top Ranks, No Seats: What’s Happening with GATE-DA?

TAAI - Manoj Kumar

Shared 1 year ago

4.5K views

54:37

Your AIR 50 GATE - DA Roadmap | Manoj Sir - TaAI

TAAI - Manoj Kumar

Shared 1 year ago

6.8K views

38:15

GATE DA 2026 & Placement Course + Platform Launch!

TAAI - Manoj Kumar

Shared 1 year ago

2.7K views

1:19:26

MATHS + ML + AI | Live Solutions & Controversial Questions ??

TAAI - Manoj Kumar

Shared 1 year ago

1.2K views

8:41

Last Message || GATE 2025

TAAI - Manoj Kumar

Shared 1 year ago

1.2K views

1:35:28

Statistics Marathon || GATE DA 2025

TAAI - Manoj Kumar

Shared 1 year ago

4.2K views

2:18:37

Probability & Statistics Marathon - 01 || GATE DA 2025

TAAI - Manoj Kumar

Shared 1 year ago

13K views

1:08:46

Linear Algebra Marathon - Final Session || GATE DA 2025

TAAI - Manoj Kumar

Shared 1 year ago

2.6K views

1:43:45

Linear Algebra Marathon - 03 || GATE DA 2025

TAAI - Manoj Kumar

Shared 1 year ago

3.3K views

1:39:40

Linear Algebra Marathon - 02 || GATE DA 2025

TAAI - Manoj Kumar

Shared 1 year ago

4.8K views

1:40:54

Linear Algebra Marathon - 01 || GATE DA 2025

TAAI - Manoj Kumar

Shared 1 year ago

14K views

1:01:27

Python - Most Expected Questions 3 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

945 views

38:37

Python - Most Expected Questions 2 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

1K views

1:17:45

Python - Most Expected Questions 1 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

3.8K views

48:45

PCA,LDA | ML Revision Series Lec-10 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

2.7K views

48:45

Clustering | ML Revision Series Lec-09 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.6K views

1:01:20

Cross Validation | ML Revision Series Lec-08 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.7K views

59:45

Decision Trees | ML Revision Series Lec-07 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.7K views

45:45

Graphs - 2 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

805 views

49:37

SVM | ML Revision Series Lec-06 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.9K views

51:37

Graphs - 1 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.1K views

31:21

Logistics Regression | ML Revision Series Lec-05 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.7K views

36:55

Naive Bayes Classifier | ML Revision Series Lec-04 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

2K views

1:15:17

Trees - 2 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

841 views

1:23:39

Gradient Descent(2),Regularization | ML Revision Series Lec-03 | TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

2.4K views

1:02:41

Trees - 1 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.1K views

1:22:51

Regression(2),Gradient Descent(1) | ML Revision Series Lec-02| TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

3.2K views

53:43

Stacks & Queues - 1 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.1K views

1:01:40

Regression(1) | ML Revision Series Lec-01| TaAI Manoj Sir

TAAI - Manoj Kumar

Shared 1 year ago

5.8K views

1:13:03

Sorting Techniques - 2 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.1K views

1:00:39

Sorting Techniques - 1 | GATE DA 2025 Archives - Sahitya Sir

TAAI - Manoj Kumar

Shared 1 year ago

1.7K views

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