Curriculums
Choose a learning path to begin your journey.
AI for Molecular Discovery
A 12-week comprehensive syllabus on using AI for drug discovery, from cheminformatics and GNNs to generative models and retrosynthesis.
From Queries to Clusters
Mastering Database Architecture, Performance, and Beyond, from SQL basics to distributed systems.
Full-Stack JavaScript
From Browser to Backend Mastery. Explore the language, frameworks, and architectures that power the modern web.
From Algorithms to Pipelines
Mastering Data Structures, Algorithms, and Data Engineering in Python, from theory to production with Airflow and Dask.
System Design & Software Architecture
From whiteboard ideas to scalable, real-world software systems. Explore architecture, patterns, and deployment strategies.
Quality by Design (QbD) Mastery
Integrating FDA regulatory perspectives, statistical foundations, and practical applications for robust biopharma and manufacturing innovation.
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.
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.
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.
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.
Mathematical Unity
A 15-week journey exploring the deep connections across pure mathematics, from numbers and infinity to category theory and modern frontiers.
From Silicon to Syntax
Exploring how hardware shapes programming languages like C++ and Python, from CPU architecture to compilers and concurrency.
Chaos Theory: A Mathematical Journey
An 8-week reading path from smooth functions to strange attractors, exploring how chaos emerges from deterministic systems.