TAAI - Manoj Kumar

In applied math subjects like Machine Learning, geometric understanding isn't optional. It is everything.

If you are preparing for a math-heavy exam like GATE DA by just crunching matrices and memorizing formulas without visualizing what they actually represent, you are doing it wrong. You have to understand the geometry behind the math.

To test your geometrical understanding, check out the question below. Don't just calculate, try to visualize the spaces, and drop your answer in the comments.

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1 week ago | [YT] | 25

TAAI - Manoj Kumar

📍Why GATE DA is the shortcut to all AI Careers in 2026?
youtube.com/live/dVO8UI9OQS0?si=Q5votW2rZg9C59Vz

📍 Start your journey with TAAI: www.taai.live/learn

1 week ago | [YT] | 13

TAAI - Manoj Kumar

This week's schedule has been uploaded. Best of luck!

📍 Start your journey with TAAI: www.taai.live/learn

1 week ago | [YT] | 22

TAAI - Manoj Kumar

Decision Trees feel simple…

Until you try to code one from scratch 😏

Can you do it? 👇

2 weeks ago | [YT] | 21

TAAI - Manoj Kumar

Most people:
model.fit(X, y) → 😎 done

You:
“Wait… what is it actually doing?” 🤔

That curiosity is dangerous (in a good way).

So we built every ML algorithm from scratch in Python in this playlist—no shortcuts, no black boxes, just pure understanding.

Because once you know what’s happening under the hood, libraries stop feeling like magic… and start feeling like tools you actually control.

👉 Dive in before your .fit() calls start judging you.
Playlist - https://www.youtube.com/watch?v=iobgx...

2 weeks ago | [YT] | 6

TAAI - Manoj Kumar

The schedule for this week has been uploaded. Best of luck!

📍 Start your journey with TAAI: www.taai.live/learn

2 weeks ago (edited) | [YT] | 33

TAAI - Manoj Kumar

🎓 𝙈.𝙏𝙚𝙘𝙝 𝘼𝙥𝙥𝙡𝙞𝙘𝙖𝙩𝙞𝙤𝙣 𝘿𝙚𝙖𝙙𝙡𝙞𝙣𝙚𝙨 (𝙂𝘼𝙏𝙀 2026) & 𝘾𝙊𝘼𝙋 𝘾𝙤𝙪𝙣𝙨𝙚𝙡𝙡𝙞𝙣𝙜

🚀 𝘿𝙤𝙣’𝙩 𝙢𝙞𝙨𝙨 𝙮𝙤𝙪𝙧 𝙘𝙝𝙖𝙣𝙘𝙚 𝙩𝙤 𝙨𝙩𝙖𝙧𝙩 𝙮𝙤𝙪𝙧 𝙈.𝙏𝙚𝙘𝙝 𝙟𝙤𝙪𝙧𝙣𝙚𝙮! ✨
📅 𝙆𝙚𝙮 𝙙𝙚𝙖𝙙𝙡𝙞𝙣𝙚𝙨 𝙮𝙤𝙪 𝙢𝙪𝙨𝙩 𝙣𝙤𝙩 𝙢𝙞𝙨𝙨 👇

📌 𝙈.𝙏𝙚𝙘𝙝 𝘼𝙥𝙥𝙡𝙞𝙘𝙖𝙩𝙞𝙤𝙣
🔹 IIT Delhi – April 11
🔹 IIT Kanpur – April 13
🔹 IIT BHU – April 13
🔹 IIT Jammu – April 14
🔹 IIT Jodhpur – April 15
🔹 IIT Gandhinagar – April 15
🔹 IIT Ropar – April 15
🔹 IIT Hyderabad – April 17 (Tentative)
🔹 IIT Mandi – April 17
🔹 IIT Kharagpur – April 18
🔹 IIT ISM Dhanbad – April 19
🔹 IIT Bhubaneswar – April 20
🔹 IIT Bhilai – April 20
🔹 IIT Patna – April 20
🔹 IIT Roorkee – April 20
🔹 IIT Indore – April 24
🔹 IIT Palakkad – April 25
🔹 IIT Dharwad – April 26
🔹 IIT Madras – April 27
🔹 IIT Goa – April 28

━━━━━━━━━━━━━━━━━━━━━━━
📢 𝘾𝙊𝘼𝙋 𝘾𝙤𝙪𝙣𝙨𝙚𝙡𝙡𝙞𝙣𝙜 𝙍𝙤𝙪𝙣𝙙𝙨
━━━━━━━━━━━━━━━━━━━━━━━
🔴 Round 1: May 11 – May 13
🔴 Round 2: May 17 – May 20
🔴 Round 3: May 24 – May 27
🔴 Round 4: May 31 – June 03
🔴 Round 5: June 05 – June 10

━━━━━━━━━━━━━━━━━━━━━━━
🔥 𝙎𝙩𝙖𝙮 𝙖𝙝𝙚𝙖𝙙. 𝙋𝙡𝙖𝙣 𝙨𝙢𝙖𝙧𝙩. 𝘼𝙥𝙥𝙡𝙮 𝙤𝙣 𝙩𝙞𝙢𝙚!

💬 𝘾𝙤𝙢𝙢𝙚𝙣𝙩 𝙗𝙚𝙡𝙤𝙬 𝙞𝙛 𝙮𝙤𝙪 𝙣𝙚𝙚𝙙 𝙝𝙚𝙡𝙥!
👍 𝙇𝙞𝙠𝙚 | 𝙎𝙝𝙖𝙧𝙚 | 𝙎𝙪𝙗𝙨𝙘𝙧𝙞𝙗𝙚

#GATE2026 #MTechAdmissions #IIT #COAP #Engineering #HigherStudies 🚀

3 weeks ago | [YT] | 29

TAAI - Manoj Kumar

The schedule for this week has been uploaded

📍 Start your journey with TAAI: www.taai.live/learn

3 weeks ago | [YT] | 21

TAAI - Manoj Kumar

👉𝐋𝐚𝐮𝐧𝐜𝐡𝐢𝐧𝐠 𝐅𝐑𝐄𝐄 𝐌𝐋 𝐒𝐞𝐫𝐢𝐞𝐬 – 𝐁𝐮𝐢𝐥𝐝 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐬 𝐅𝐫𝐨𝐦 𝐒𝐜𝐫𝐚𝐭𝐜𝐡
𝐓𝐡𝐞 "𝐁𝐥𝐚𝐜𝐤 𝐁𝐨𝐱" 𝐞𝐧𝐝𝐬 𝐡𝐞𝐫𝐞. 🛑
Most people can import a library. Very few can write the logic behind it.
In a competitive market, the difference between a "user" and an "engineer" is deep fundamental knowledge. That’s why I’m releasing a new series on the TAAI YouTube channel: "𝐈𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐢𝐧𝐠 𝐌𝐋 𝐀𝐥𝐠𝐨𝐬 𝐅𝐫𝐨𝐦 𝐒𝐜𝐫𝐚𝐭𝐜𝐡 𝐢𝐧 𝐏𝐲𝐭𝐡𝐨𝐧."

We are stripping away the abstractions to build core algorithms from the ground up using:
✅ Raw Python implementation
✅ Translation of math into efficient code
✅ Deep-dives for high-level technical interviews
⏰ 𝐅𝐢𝐫𝐬𝐭 𝐯𝐢𝐝𝐞𝐨 𝐝𝐫𝐨𝐩𝐬 𝐭𝐨𝐦𝐨𝐫𝐫𝐨𝐰 𝐚𝐭 8 𝐏𝐌!

3 weeks ago | [YT] | 57

TAAI - Manoj Kumar

Hello everyone, the schedule for this week has been uploaded

1 month ago | [YT] | 22