Curriculums
Choose a learning path to begin your journey.
From Molecules to Medicines
Build chemical intuition and computational literacy to reason about molecules like drug designers, not just analyze them.
Physics × AI
From Physical Laws to Learning Machines. Explore intelligence as a physical phenomenon and physics as a computational process.
GPU Optimization for Drug Discovery
A 12-week intensive plan on GPU architecture, CUDA, and optimization for MD, QM, and generative chemistry workloads.
AI for Small-Molecule Discovery
A 12-week syllabus on using AI for drug discovery, from cheminformatics and GNNs to generative models and retrosynthesis.
Chaos Theory: A Mathematical Journey
An 8-week reading path from smooth functions to strange attractors, exploring how chaos emerges from deterministic systems.
From Silicon to Syntax
Exploring how hardware shapes programming languages like C++ and Python, from CPU architecture to compilers and concurrency.
Mathematical Unity
A 15-week journey exploring the deep connections across pure mathematics, from numbers and infinity to category theory and modern frontiers.
Statistics & ML (No Black Box)
A 16-week study of statistics and classical machine learning, focusing on interpretability, causality, and mathematical elegance without deep learning.
Causal AI & Simulation
A 16-week course on bridging causal reasoning with dynamic simulation to design smarter, more robust interventions in complex systems like healthcare and logistics.
Deep Learning: Graphs to Generalization
A 12-week journey from the fundamentals of graph neural networks to the latest generative models like GANs and Diffusion, unifying deep learning concepts along the way.
AI & Math for Discovery
An interdisciplinary study group exploring the convergence of pure mathematics and cutting-edge applications in AI, from geometry and randomness to drug design.
Quality by Design (QbD) Mastery
Integrating FDA regulatory perspectives, statistical foundations, and practical applications for robust biopharma and manufacturing innovation.
System Design & Software Architecture
From whiteboard ideas to scalable, real-world software systems. Explore architecture, patterns, and deployment strategies.
From Algorithms to Pipelines
Mastering Data Structures, Algorithms, and Data Engineering in Python, from theory to production with Airflow and Dask.
Full-Stack JavaScript
From Browser to Backend Mastery. Explore the language, frameworks, and architectures that power the modern web.
From Queries to Clusters
Mastering Database Architecture, Performance, and Beyond, from SQL basics to distributed systems.