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NEW · LAUNCHED 2026 · 19 ANIMATED LESSONS

AI Fundamentals.
From neuron to transformer.

Stop reading marketing AI articles. Learn how AI actually works in 1h 30m — with 891 hand-crafted animation beats synced to a professor-style narration. No math. No PhD. Just real intuition, end to end.

19
Lessons
1h 30m
Runtime
891
Beats
0
Math
Watch 2 lessons FREE Enroll · ₹399 / $4.99
₹399 / $4.99 · one-time · lifetime access · ★ 5.0
Artificial Intelligence
Machine Learning
Deep Learning
three nested ideas.
★ a sample animation from Lesson 1
★5.0 · loved by engineers
11,739 spoken words · narrated
891 synced animation beats
19 chapters · neuron → ChatGPT → agents
0 math required
★ what you will learn

A mental map of every modern AI system.

By the end of 1h 30m, you will look at any AI product — ChatGPT, Stable Diffusion, GitHub Copilot, an autonomous agent — and instantly know how it works under the hood.

⚛

Neural network internals

The artificial neuron, weights, bias, ReLU. How a million tiny dot products turn pixels into "cat".

📉

How learning actually works

Gradient descent in plain English. Loss functions. Backpropagation. Why a trillion-parameter model is just a bigger hill.

🧠

The transformer

Self-attention, Q/K/V, multi-head — the architecture behind ChatGPT, Claude, Gemini, Copilot.

💬

How ChatGPT was built

The 3-stage recipe: pretraining on the internet, fine-tuning on examples, RLHF on human preferences.

🎨

Diffusion & image AI

How Stable Diffusion, DALL-E, Midjourney, Sora work. Train to add noise, learn to remove it.

🛠

RAG, agents & the ecosystem

Retrieval-augmented generation, function calling, agent loops. Open vs closed models. Real-world economics.

★ full curriculum · 19 lessons

Every lesson, under 6 minutes.

Watch in one sitting (1h 30m) or as a daily 5-minute habit. Lesson 0 and Lesson 1 are free — no signup required.

★
Welcome — AI Fundamentals (intro)
A 90-second tour of where this course will take you
1:35
FREE
01
What is Artificial Intelligence?
Three nested ideas — AI, ML, DL. Master the picture and you understand the field.
4:16
FREE
02
A seventy-year journey
From Turing 1950 to ChatGPT 2022 — every breakthrough on one timeline.
2:21
🔒 LOCKED
03
Three flavors of learning
Supervised, unsupervised, reinforcement. The 3 buckets every AI fits into.
6:00
🔒 LOCKED
04
The artificial neuron
The most important diagram in AI. Inputs, weights, bias, activation. The atom.
4:30
🔒 LOCKED
05
Gradient descent
A blindfolded hiker, a hill, and one rule: always step downhill. That is training.
5:34
🔒 LOCKED
06
Why depth matters
Pixels become edges, edges become parts, parts become faces. Hierarchy, learned automatically.
5:22
🔒 LOCKED
07
Convolutional networks (CNN)
How computers learned to see. Sliding filters, parameter sharing, feature maps.
4:54
🔒 LOCKED
08
From RNNs to LSTMs
Networks with memory. The vanishing gradient. The decade of LSTMs.
4:33
🔒 LOCKED
09
Attention is all you need
The transformer. Self-attention. Q/K/V. The architecture behind every flagship AI.
5:03
🔒 LOCKED
10
How ChatGPT was made
The 3-stage recipe. Pretraining → fine-tuning → RLHF. No magic. Just stages.
4:54
🔒 LOCKED
11
What AI cannot do
5 hard limits: hallucination, bias, brittleness, reasoning, alignment. None solved.
4:37
🔒 LOCKED
12
The road ahead
Multimodal models. Agents. On-device AI. Reasoning models. The next 5 years.
4:28
🔒 LOCKED
13
The hidden language — Embeddings
Tokens, vectors, the geometry of meaning. king − man + woman ≈ queen.
3:13
🔒 LOCKED
14
Painting with math — Diffusion
Stable Diffusion, DALL-E, Sora — the noise → image principle behind every image AI.
3:44
🔒 LOCKED
15
Talking to AI — Prompt engineering
6 techniques + temperature + in-context learning. The most leveraged skill in AI.
4:04
🔒 LOCKED
16
AI with memory — RAG
Vector databases, retrieval, why most production AI in 2026 uses RAG.
4:13
🔒 LOCKED
17
AI that acts — Tools & Agents
Function calling, the agent loop, the next 3 years of AI products.
4:15
🔒 LOCKED
18
The AI ecosystem
Open vs closed models. Costs. How to actually pick a model and ship something.
4:53
🔒 LOCKED
★ one price · everything included

Less than the price of a coffee.

One-time payment. Lifetime access. No subscription, no upsells, no recurring nonsense.

★ Launch price

Full access to all 19 lessons

Watch on any device, forever. Works on phone, tablet, laptop.

$4.99 or ₹399

One-time · pay in your local currency

  • All 19 lessons · 1h 30m of narrated animations
  • 891 hand-tuned animation beats
  • Karaoke caption · fullscreen mode · keyboard shortcuts
  • Lifetime access · no subscription
  • Phone, tablet, laptop, desktop — works everywhere
  • 30-day money-back guarantee
Try 2 lessons free first
★ frequently asked questions

Quick answers before you buy.

If something else is on your mind, drop us a line at [email protected] — we usually reply same day.

Is this course suitable for complete beginners?
Yes. Zero math required. We start with a single artificial neuron and build up gradually. Every concept gets a real-world analogy (a hill, a child learning, a search engine). You will need no coding or technical background.
How is this different from a YouTube tutorial?
YouTube AI tutorials are usually 60-minute monologues with a few static slides. This course has 891 hand-tuned animation beats synced to the narration, so every concept gets a visual diagram that builds up step-by-step as the teacher speaks. The course also covers practical 2026 topics — RAG, agents, prompting, the AI ecosystem — that most YouTube tutorials never reach.
Why is this course so cheap?
Because we built it to be widely accessible. ₹399 / $4.99 is a launch price — designed so any student or curious engineer can afford it. We make money on the volume, not the per-unit margin. Our other technical courses (5G, 6G, telecom optimization) are priced higher.
Do I get a certificate?
No. This course is built for genuine understanding, not paperwork. Most engineers who finish tell us they learned more than from a 12-week MOOC. If you want a certificate-track course, our 5G NR Physical Layer Advanced and 6G Release 20 courses offer one.
Can I really watch the first 2 lessons free?
Yes. Click "Watch 2 lessons FREE" anywhere on this page. The intro and Lesson 1 (What is Artificial Intelligence) play immediately, no signup, no credit card. Decide whether the rest is worth ₹399 / $4.99 after that.
Will this work on my phone?
Yes. The course runs in any modern browser — phone, tablet, laptop, desktop. Audio narration is included. There is also a fullscreen mode for distraction-free viewing.
What if I don't like it?
30-day money-back guarantee. Email [email protected] within 30 days of purchase and we will refund you, no questions asked.
Will you update the course as AI evolves?
Yes. The 6 bonus lessons (Embeddings, Diffusion, Prompting, RAG, Agents, Ecosystem) will be refreshed annually. New techniques and frameworks will be added as the field moves. All updates are free for existing students.

Stop searching for "what is AI" on Google.

In the next 90 minutes, you will know more about how AI actually works than 99% of the people you meet — including most engineers in non-AI roles. Start with 2 lessons free.

Watch 2 lessons FREE Enroll · ₹399 / $4.99

★ 5.0 rating · 30-day money-back · lifetime access

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