Introducción a la robótica e industria 4.0 from edX

El elemento que ha transformado fuertemente el entorno social, la industria y la manera en la que se entregan los productos y servicios son los Robots. Para la automatización de tareas ya no se requiere que los robots se encuentren formados de elementos mecánicos. Una nueva generación de robots (bots) ha permitido automatizar tareas más abstractas relacionadas con la atención a usuarios, análisis de datos y la comunicación.

A lo largo de los 5 módulos de este curso, comprenderás los fundamentos básicos de la robótica. Aplicarás técnicas de programación para la configuración y manipulación de robots físicos. Crearás bots para la recopilación y análisis de datos y de sentimientos. Para poder identificar cuál es el impacto de la robótica en la industria 4.0.

What's inside

Learning objective

Aprenderás como construir y diseñar robots físicos y bots, para la recolección y análisis de datos, la interacción con los clientes y la automatización de procesos productivos.

Syllabus

Módulo 1: Historia y conceptos básicos de robótica e industria 4.0.

Comprender el porqué y el para qué de la robótica

Comprender los fundamentos de la industria 4.0

Analizar la relación entre los robots/bots y la industria 4.0

Módulo 2: Principios y Elementos lógicos y físicos de un robot.

Conocer los elementos físicos de un robot

Comprender el funcionamiento de los sensores

Construir un prototipo/robot

Procesamiento de señales digitales

Ejemplos de lenguaje natural, procesamiento de imágenes casos de ciberseguridad con IA, en análisis de ataques

Módulo 3: Elementos de programación de un robot físico.

Aplicar técnicas de programación para manipular los movimientos básicos de un robot

Aplicar técnicas de programación para configurar el feedback de un robot

Aplicar técnicas de programación para configurar la interacción humana de un robot

Módulo 4: Bots para la industria 4.0.

Aplicar técnicas de programación para crear bots para la recolección y el análisis de datos

Aplicar técnicas de programación para crear bots para el análisis de los sentimientos del consumidor

Robot learning:Herramienta Data iku para el análisis de sentimientos

Módulo 5: Robótica en la innovación de la industria 4.0.

Aplicaciones de AI en la industria 4.0 y el análisis de datos

Bots para web scraping

Robótica para la salud

Robótica para la seguridad

Robótica para el servicio público/gobierno

Robótica para la industria del petróleo

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Construye y diseña robots físicos y bots para la recolección y análisis de datos, la interacción con los clientes y la automatización de procesos productivos

Aplica técnicas de programación para configurar y manipular robots físicos

Crea bots para la recopilación y análisis de datos y de sentimientos

Identifica el impacto de la robótica en la industria 4.0

Requiere que los estudiantes tomen otros cursos primero como prerrequisitos

Se enfoca en los fundamentos de la robótica, lo que puede no ser suficiente para estudiantes avanzados

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Introducción a la robótica e industria 4.0 with these activities:

Review Python basics

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Revisit the essential concepts and syntax of Python programming to strengthen your foundation for this course.

Browse courses on Python Basics

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Go through your notes or online resources to recall the fundamentals of Python programming, such as data types, variables, and operators.
Practice writing simple Python programs to reinforce your understanding of the language's syntax and structure.
Complete online coding challenges or quizzes to test your proficiency in Python basics.

Explore robotics simulation platforms

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Familiarize yourself with popular robotics simulation platforms to gain practical experience in developing and testing robotic systems.

Browse courses on Robot Simulation

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Research and identify different robotics simulation platforms, such as Gazebo, V-REP, and Webots.
Follow online tutorials or documentation to set up and configure a simulation environment for your chosen platform.
Create a simple robotic model and simulate its movements and interactions within the environment.

Exercicios de repetição de código

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Pratique a escrita de código para solidificar seu entendimento dos conceitos de robótica.

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Escolha um problema de codificação de nível básico.
Escreva o código para resolver o problema.
Teste seu código e corrija quaisquer erros.
Repita as etapas 1 a 3 com problemas de codificação mais complexos.

Five other activities

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Summarize key concepts from lecture videos

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Reinforce your understanding by creating concise summaries of the main concepts presented in the lecture videos.

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Watch a lecture video and take notes on the key points and ideas.
Write a brief summary that captures the essence of the video's content.
Review your summaries regularly to refresh your memory and strengthen your grasp of the material.

Offer support to fellow learners in online forums or study groups

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Enhance your understanding by sharing your knowledge and assisting others in online forums or study groups.

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Join online forums or study groups related to robotics.
Actively participate in discussions, answering questions and providing support to other learners.
Review your own understanding and reinforce concepts by explaining them to others.

Solve coding exercises on robot kinematics and dynamics

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Enhance your problem-solving skills by practicing coding exercises that involve calculating robot kinematics and dynamics.

Browse courses on Robot Kinematics

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Find online coding platforms or resources that provide exercises on robot kinematics and dynamics.
Attempt to solve the coding exercises, focusing on understanding the underlying concepts and algorithms.
Review your solutions, identify areas for improvement, and seek assistance if needed.

Attend a workshop on robotics hardware interfacing

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Gain hands-on experience by attending a workshop that covers the principles and techniques of interfacing with robotic hardware.

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Identify and register for a workshop that focuses on robotics hardware interfacing.
Attend the workshop, actively participate in the demonstrations and hands-on activities.
Follow up after the workshop by practicing the techniques learned and exploring additional resources.

Develop a chatbot prototype for customer service interactions

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Apply your knowledge and skills by creating a functional chatbot prototype that simulates customer service interactions.

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Define the chatbot's purpose, target audience, and functionality.
Design the chatbot's conversational flow and user interface.
Implement the chatbot using appropriate programming languages and tools.
Test and evaluate the chatbot's performance.

Career center

Learners who complete Introducción a la robótica e industria 4.0 will develop knowledge and skills that may be useful to these careers:

Robotics Engineer

Robotics Engineers design, build, and maintain robots. They work in a variety of industries, including manufacturing, healthcare, and defense. This course would be helpful for aspiring Robotics Engineers by providing a foundation in the principles of robotics, programming, and data analysis. The course would also help students develop the skills needed to design and build their own robots.

See salaries and explore the career path for Robotics Engineer

Robotics Technician

Robotics Technicians install, maintain, and repair robots. They work in a variety of industries, including manufacturing, healthcare, and defense. This course would be helpful for aspiring Robotics Technicians by providing a foundation in the principles of robotics, programming, and data analysis. The course would also help students develop the skills needed to install, maintain, and repair robots.

See salaries and explore the career path for Robotics Technician

Automation Engineer

Automation Engineers design, build, and maintain automated systems. They work in a variety of industries, including manufacturing, healthcare, and logistics. This course would be helpful for aspiring Automation Engineers by providing a foundation in the principles of robotics, programming, and data analysis. The course would also help students develop the skills needed to design, build, and maintain automated systems.

See salaries and explore the career path for Automation Engineer

Artificial Intelligence Engineer

Artificial Intelligence Engineers design, build, and maintain artificial intelligence systems. They work in a variety of industries, including technology, finance, and healthcare. This course would be helpful for aspiring Artificial Intelligence Engineers by providing a foundation in the principles of robotics, programming, and data analysis. The course would also help students develop the skills needed to design, build, and maintain artificial intelligence systems.

See salaries and explore the career path for Artificial Intelligence Engineer

Data Analyst

Data Analysts collect, clean, and analyze data to identify trends and patterns. They work in a variety of industries, including business, finance, and healthcare. This course would be helpful for aspiring Data Analysts by providing a foundation in the principles of data analysis and programming. The course would also help students develop the skills needed to collect, clean, and analyze data.

See salaries and explore the career path for Data Analyst

Software Engineer

Software Engineers design, build, and maintain software applications. They work in a variety of industries, including technology, finance, and healthcare. This course would be helpful for aspiring Software Engineers by providing a foundation in the principles of programming and data analysis. The course would also help students develop the skills needed to design, build, and maintain software applications.

See salaries and explore the career path for Software Engineer

Product Manager

Product Managers oversee the development and launch of new products. They work in a variety of industries, including technology, consumer goods, and healthcare. This course may be helpful for aspiring Product Managers by providing a foundation in the principles of product development and data analysis. The course may also help students develop the skills needed to oversee the development and launch of new products.

See salaries and explore the career path for Product Manager

Business Analyst

Business Analysts analyze business processes and identify opportunities for improvement. They work in a variety of industries, including technology, finance, and healthcare. This course may be helpful for aspiring Business Analysts by providing a foundation in the principles of business analysis and data analysis. The course may also help students develop the skills needed to analyze business processes and identify opportunities for improvement.

See salaries and explore the career path for Business Analyst

Market Researcher

Market Researchers collect and analyze data about consumer behavior. They work in a variety of industries, including marketing, advertising, and public relations. This course may be helpful for aspiring Market Researchers by providing a foundation in the principles of data analysis and consumer behavior. The course may also help students develop the skills needed to collect and analyze data about consumer behavior.

See salaries and explore the career path for Market Researcher

Financial Analyst

Financial Analysts analyze financial data to make investment recommendations. They work in a variety of industries, including investment banking, asset management, and insurance. This course may be helpful for aspiring Financial Analysts by providing a foundation in the principles of data analysis and financial modeling. The course may also help students develop the skills needed to analyze financial data and make investment recommendations.

See salaries and explore the career path for Financial Analyst

Operations Research Analyst

Operations Research Analysts use mathematical models to solve business problems. They work in a variety of industries, including manufacturing, logistics, and healthcare. This course may be helpful for aspiring Operations Research Analysts by providing a foundation in the principles of data analysis and mathematical modeling. The course may also help students develop the skills needed to use mathematical models to solve business problems.

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Quantitative Analyst

Quantitative Analysts use mathematical models to analyze financial data. They work in a variety of industries, including investment banking, asset management, and insurance. This course may be helpful for aspiring Quantitative Analysts by providing a foundation in the principles of data analysis and mathematical modeling. The course may also help students develop the skills needed to use mathematical models to analyze financial data.

See salaries and explore the career path for Quantitative Analyst

Management Consultant

Management Consultants help businesses improve their performance. They work in a variety of industries, including technology, finance, and healthcare. This course may be helpful for aspiring Management Consultants by providing a foundation in the principles of business analysis and data analysis. The course may also help students develop the skills needed to help businesses improve their performance.

See salaries and explore the career path for Management Consultant

Data Scientist

Data Scientists use data to solve business problems. They work in a variety of industries, including technology, finance, and healthcare. This course may be helpful for aspiring Data Scientists by providing a foundation in the principles of data analysis and programming. The course may also help students develop the skills needed to use data to solve business problems.

See salaries and explore the career path for Data Scientist

Systems Analyst

Systems Analysts design, build, and maintain computer systems. They work in a variety of industries, including technology, finance, and healthcare. This course may be helpful for aspiring Systems Analysts by providing a foundation in the principles of computer science and programming. The course may also help students develop the skills needed to design, build, and maintain computer systems.

See salaries and explore the career path for Systems Analyst

Introducción a la robótica e industria 4.0

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