Learn
Transform how you absorb, understand, and apply knowledge with our AI-powered learning ecosystem
Platform Features
Built for How You Learn
Everything you need to master anything
From Idea to Learning Path—Instantly
Generate Courses in Seconds
Tell us what you want to learn. AI creates fully structured courses with curated content, adaptive lessons, and interactive elements. Pure AI, handpicked videos, or articles—your choice.
Generate Learning Course
Tell us what you want to learn, and AI will create a personalized course for you
💡 Example prompts:
Quizzes, Code, Rich Media—All In One
Interactive Learning Experience
Courses include multiple choice quizzes with instant feedback, executable code blocks in 50+ languages, and adaptive content that evolves as you learn.
Which Git command creates a branch?
def greet(name):
print(f"Hello {name}!")
Upload. Ask. Learn.
Talk to Any Book
Have real-time conversations with any PDF. Get summaries, explore context, clarify concepts—like having the author on speed dial.
AI Engineering
Chapter 2.4
Seq2Seq Architecture
The encoder-decoder architecture is conditioned on both the final hidden state of the input and the previously generated token. A visualization of the seq2seq architecture Highlight Ask AI is shown in Figure 2.4.
There are two problems with seq2seq that Vaswani et al. (2017) addresses. First, the vanilla seq2seq decoder generates output tokens using only the final hidden state of the input.
The transformer attention mechanism addresses this by allowing the decoder to attend to all input tokens when generating each output token.
Never Rewatch—Just Ask
Video AI Companion
Drop in any video. Get an AI sidekick that knows every frame. Ask questions, jump to key moments, understand deeper.
Linear Algebra for Machine Learning
this in-depth course provides a
comprehensive exploration of all
critical linear algebra concepts
necessary for machine learning you'll
Personalized Learning Memory
AI That Actually Remembers You
Every interaction is stored and learned from. Your preferences, goals, and learning style shape every future recommendation and course.
Your Learning Memories
47 memories stored
Join Our Waitlist
No credit card • Free forever • Unsubscribe anytime
Frequently Asked Questions
Everything You Need to Know
Common questions about transforming your learning with AI