Learn to code through your own field
Everyone else teaches the same to-do app. We teach the real problems of your discipline, from predicting a flight path to breaking a cipher to pricing an option. Pick your field:
- Learn Fortran for High-Performance Aerospace, The language that still runs the world's heaviest aerospace simulations.
- Learn Python for Aerospace Engineering, Orbits, trajectories, and mission math are equations waiting to become code.
- Learn Python for Deep Learning, Build the math of deep learning from scratch, from a single neuron to a tiny GPT.
- Learn Python for Audio and Signal Processing, Filters, FFTs, and effects, built from the samples up.
- Learn Java for Backend Development, Build the server from the request line up.
- Learn Python for Bioinformatics, Read DNA, align sequences, and call variants, one function at a time.
- Learn Python for Computational Chemistry, Reactions, kinetics, and molecular dynamics, expressed as code.
- Learn Python for Climate Modeling, Energy balance, radiation, and ice-albedo feedback, as models you run.
- Learn Python by Building a Compiler, Tokenize, parse, and evaluate: build a small language of your own.
- Learn Java Concurrency, Threads, locks, and race conditions, made deterministic.
- Learn Python for Cybersecurity, You learn security the way attackers do: by breaking things, byte by byte.
- Learn SQL for Data Analysis, Answer real business questions with queries that run on real tables.
- Learn Python for Data Engineering, Build the moving parts of a data pipeline from the standard library up.
- Learn Python for Data Science, Build the algorithms instead of only importing them: regression, clustering, and trees, by hand.
- Learn C++ for Coding Interviews, The interview canon, in the language that shows you understand the machine underneath.
- Learn Python for Coding Interviews, The data structures and algorithms every serious interview is built on, drilled until they are second nature.
- Learn C for Embedded Systems, Bits, registers, and timing, on the metal, in C.
- Learn Python for Quantitative Finance, Returns, risk, and option pricing are just code once you see the math.
- Learn to Code in Python, from Zero, Start from a blank file and build up to programs that actually do something.
- Learn Python for Geospatial and GIS, Projections, tiles, and coordinates, the internals behind every map.
- Learn Python for GPU Computing and Graphics, Understand how a GPU actually renders and computes, simulated step by step in numpy.
- Learn Julia for High-Performance Computing, Parallelism, memory, and speed, without leaving a high-level language.
- Learn Java, from Scratch, Java the way it is actually used, built up project by project.
- Learn Python for Machine Design, Gears, cams, springs, and stress, computed instead of looked up in a table.
- Learn R for Machine Learning, Machine learning built from scratch in the language statisticians love.
- Learn Python for Computational Neuroscience, Model neurons and networks the way the brain computes.
- Learn Python for Natural Language Processing, Tokens, embeddings, and language models, one step at a time.
- Learn C by Building an Operating System, Schedulers, memory, and syscalls, built from the internals out.
- Learn Python for Computational Physics, Turn the equations of motion into simulations you can watch run.
- Learn C++ for Robotics, Kinematics, control, and perception, in the language robots actually run.
- Learn Rust, from Scratch, Ownership, borrowing, and safety, learned by writing real Rust.
- Learn Julia for Scientific Computing, The language built for numerical work, from ODEs to linear algebra.
- Learn R for Statistics, Hypothesis tests, regression, and Bayesian thinking, from first principles.