autonomous systems

Learn the essentials of building a self-driving car, including probability, C++, machine learning, and linear algebra.

Intro to Self-Driving Cars

Fuse computer vision, machine learning, mechanics, and hardware systems to build bots of the future!

Robotics Software Engineer

The Sensor Fusion Engineer Nanodegree program consists of four courses that teach the fundamentals of sensor fusion and perception for self-driving cars. The program covers lidar, radar, camera, and Kalman filters, and includes lessons on working with real-world data, filtering, segmentation, clustering, and object tracking. In addition, students will work on a capstone project that involves building a complete sensor fusion pipeline for autonomous vehicles. Upon completing the program, graduates will have the skills and knowledge necessary to design and implement sensor fusion systems for self-driving cars.

Sensor Fusion

Master autonomous flight software engineering skills as you learn about drone robotics, develop sophisticated flying car systems, and write real code for real aircraft.

Flying Car and Autonomous Flight Engineer

Work on the future of autonomous vehicles and help make the self-driving car revolution a reality!

Self Driving Car Engineer

Autonomous system is one of the highest-impact, most in-demand skills. In this lesson, we'll introduce you to the fundamental concepts and terms that you'll need to step into this amazing world.

Discovering Autonomous Systems

This course will teach you the basics behind embedded systems, including electrical circuits, digital logic, and computer architecture. You will then learn how these pieces combine to create embedded systems, robotics, and autonomous systems.

Embedded Systems and Robotics Fluency

Introduction to Circuits

artificial intelligence

Learn how to program all the major systems of a robotic car. Topics include planning, search, localization, tracking, and control.

Artificial Intelligence for Robotics

Go to the places where big physics discoveries were made in the past and make them yourself. You’ll visit Italy, the Netherlands, and the UK as you learn basic physics.

Intro to Physics

GT - Embedded Systems

Identify key parts of self-driving cars, utilize Apollo HD Map, localization, perception, prediction, planning and control, and start the learning path of building a self-driving car.

Self-Driving Car Fundamentals: Featuring Apollo

data science

programming and development

business

Executive Leadership

product management

cybersecurity

cloud computing

Career resources

Data pipeline dags

Azure pipelines

Data pipeline maintenance

Data pipeline creation

Azure Data Factory

Hyperparameter tuning

Professional presentations

Decision trees

Logistic regression

Spam detection

Linear regression

Quantitative data visualization

Support vector machines

Chart types

Model evaluation

Statistical modeling fundamentals

Categorical data visualization

Perceptron

scikit-learn

Convolutional kernels

Naive bayes classifiers

Ides

R syntax

Data structures

R function definition

Control flow in r

R data structures

Product management basics

Intrusion detection systems

Security information and event management

Cybersecurity incident response playbooks

Network traffic capture

Splunk

Cybersecurity incident remediation

Logging

Snort ids

Data fluency

Security architecture fundamentals

Cybersecurity risk management

Patch management

Cybersecurity business context

Email security

Threat intelligence

Cis controls

Data privacy regulations

Identity and access management fundamentals

Cybersecurity fluency

Exploit detection

Vulnerability management

Cybersecurity regulations and standards

Nist cybersecurity framework

Cybersecurity governance

File i/o

Test-driven development

Typescript typing

Express web framework

Prettier

Typescript exception handling

Jasmine

Typescript async/await

Unit testing

JavaScript package management

Typescript promises

API testing

JavaScript event loop

Typescript syntax

Eslint

NodeJS

Typescript setup

Asynchronous JavaScript

Vulnerability assessment

Owasp

Cryptography

Threat modeling

Cybersecurity resource fluency

Application security best practices

Public key infrastructure

Cybersecurity compliance

Cybersecurity standards fluency

Public key certificates

Data encryption

Authentication

Report writing

Cybersecurity controls

Cybersecurity strategy

Non-repudiation

Cia triad

Security auditing

Cybersecurity grc

Hashing

Authorization

Prompt Engineering

Zero shot learning

Feature extraction

Alexa skill deployment

Voice user interfaces

Alexa skill creation

Speech recognition

Raci matrices

Team development

all autonomous systems Programs

all autonomous systems Programs