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Live bootcampTaught live on Zoom, one instructor

Physical AI and Robotics Bootcamp

Perception, control and simulation for machines that move.

Physical AI and Robotics Bootcamp is a 12-week live online bootcamp, taught on Zoom by one instructor at about 15 hours a week, with 6 deployed projects and a one-to-one every week. The founding price is A$200, down from A$400. Live sessions run on weekday evenings from 5:30 PM Sri Lanka and India time, with full-day sessions at weekends.

Taught with
PythonPyTorchNumPyDockerJupyter
By week 12, you will have shipped
  1. Week 1Simulator SetupA simulated robot arm that moves to a target position from a Python script
  2. Weeks 1–2Simulation firstA simulated robot completing a task, with the code published
  3. Week 3Sensor ReplayA script that replays recorded camera and lidar data and plots each frame
  4. Weeks 3–4PerceptionA perception pipeline running on recorded sensor data, deployed
  5. Weeks 5–6ControlA controller that follows a path with disturbances, in simulation
  6. Week 7Reward FunctionA reward function for one simulated task, tested by watching a random policy
  7. Weeks 7–8LearningA learned policy evaluated in simulation, published
  8. Week 9Hardware Bring-UpA test script that checks each motor and sensor on a real robot works
  9. Weeks 9–10HardwareThe capstone: the pipeline on real hardware, with a field-test report
  10. Weeks 11–12Employer brief and hiring sprintThe employer brief shipped, and demo day
weeks, live on Zoom
12
hours a week
15
projects to build
10
minutes 1-1, every week
30

Who it is for, and what you receive.

Engineers with Python and some linear algebra who want to build perception, control and learning for machines that move. The ML toolkit helps; a real platform is named at enrolment.

Before you start

Python and some linear algebra; the ML toolkit helps.

Skills
PythonROSsimulationcomputer visioncontrolreinforcement learningedge deployment
A week, about 15 hours
Live on Zoom
4h
Set reading and exercises
6h
The project
5h
  1. 1

    Six deployed projects

    Each graded by Nova against a published rubric and signed off by the instructor at the gate.

  2. 2

    The twelve-week plan

    Every week has its theme, its topics and what you build, published before you apply and taught live by your instructor.

  3. 3

    Live on Zoom every week

    A 90-minute live code review, a 60-minute squad lab, 60 minutes of office hours, and a 30-minute 1-1 with your instructor.

  4. 4

    Your hiring plan

    Opened in week 1 and reviewed in every 1-1: target roles, the gap map, the proof list, weekly actions, an interview log, the outcome.

  5. 5

    The record

    Every grade and every project with its repository at square1ai.com/u/{handle}, and the recording of your viva, verifiable by any employer.

  6. 6

    The certificate

    A credential ID that resolves at square1ai.com/verify to the real completion.

  7. 7

    The hiring sprint

    Weeks 11 and 12: CV and portfolio from graded work, applications, mock interviews scored against the role, demo day.

  8. 8

    Nova for twelve weeks

    A tutor with every submission of yours in its memory, at 2am as well as in class.

Twelve weeks in six parts.

Each part teaches for a week, then you build and deploy a project, then a gate checks it before the next part opens. The project and its gate are the part's entry on your record.

Live time each week on Zoom: a 90-minute class where the instructor reviews real submissions, a 60-minute squad lab, 60 minutes of office hours, and your own 30-minute 1-1. Nothing is lectured live; the recorded lessons do that.

  1. Key skillsRobot simulatorsKinematics and control basicsSensors as data
    Week 1

    Simulation first

    • Robot simulators
    • Kinematics and control basics
    • Sensors as data

    You build: A simulated task

    Week 2

    Project 1: in simulation

    • Repeatability
    • Task definitions

    You build: A simulated robot completing a task ten times in a row

    Project 1 · the gate at week 2

    In simulation

    A simulated robot completing a task, with the code published

    You hand in
    • Simulation scene and task definition
    • Task code repository
    • Log of repeated runs
    The gate

    The task succeeds in simulation ten times in a row.

What you can do by week 12.

Six deployed perception, control and learning projects ending on real hardware, with the field-test report that separates a robotics engineer from a simulation enthusiast.

  1. 1

    Simulate a robot completing a task with basic kinematics and control.

  2. 2

    Build a perception pipeline from camera and depth data with SLAM and detection for grasping.

  3. 3

    Build classical and learning-based controllers that stay within safety limits.

  4. 4

    Train and evaluate policies with imitation and reinforcement learning, sim to real.

  5. 5

    Deploy on real hardware and an edge device, and field-test it.

  6. 6

    Defend a robotic system and its failure modes.

Roles this prepares you for
Robotics engineerPerception engineerControls engineerEmbodied AI engineer

No placement rate is shown, because there are no graduates to count yet. The roles above are what the projects are built for.

Your record at week 12.

Every exercise and project is graded by Nova against a rubric you can read, and every grade is kept on one page an employer can open and run. This is what the programme writes to it.

Graded, line by line
Nova reads every submission against the brief and the rubric and returns a score, what you did well and what to fix.
Six gates
A block does not open until the previous project passes its gate. You always know where you are and what is next.
A weekly 1-1
Thirty minutes with your instructor, who has already read your code before the call.
One page an employer can run
Every grade, project and the viva recording at /verify. An employer opens it, runs the code and watches you defend it.
Record, Physical AI and Robotics BootcampExample
  1. Week 2

    In simulation

    The task succeeds in simulation ten times in a row

    Graded, gate signed
  2. Week 4

    Perception

    Detection accuracy reported on the recording

    Graded, gate signed
  3. Week 6

    Control

    The controller stays within safety limits under disturbance

    Graded, gate signed
  4. Week 8

    The policy

    The policy beats the classical controller on the task

    Graded, gate signed

The entries, not the grades: those are yours to earn. The page lives at /verify and an employer needs no account to open it.

8 entries, twelve weeks. Reserving a spot holds the founding price.

Reserve a seat

How we help you find a job.

The last block is not curriculum. It is the hiring sprint, and the proof you built in the ten weeks before it.

The course booklet

The whole plan on a few pages: the parts, the projects, the gates and the price. We email it to you.

Get the booklet
  1. 1

    Your hiring plan, from week 1

    Six parts you and your instructor keep: target roles, the gap map from real postings, the proof to send, weekly actions, an interview log, the outcome. Read before every 1-1.

  2. 2

    The hiring sprint

    Weeks 11 and 12: CV, portfolio, applications, mock interviews, and demo day in front of hiring partners.

  3. 3

    A record an employer can run

    Your deployed projects and the recorded viva on /verify. An employer opens it, runs the code and watches you defend it.

  4. 4

    The career agent

    Paste a real job posting at /career and it maps the role to your graded work and what to do next.

  5. 5

    The roles directory

    Every role we prepare people for, what it pays and what it asks, at /roles.

Questions people ask.

About Physical AI and Robotics Bootcamp, answered from the plan on this page.

Further reading
Related programmes

One cohort, one instructor. Hold your spot.

A cohort of 25, one instructor, 12 weeks, six things you ship. Spot holders hear the start date first, and nothing is charged before you confirm.

  • Six deployed perception, control and learning projects
  • A recorded viva
  • Your record on /verify
A$200A$400
Reserve a seat

About a minute. No account, no card, and nothing is charged until you confirm.