Analizar e incrementar - Parte 1 from Coursera

What's inside

Syllabus

Concepto de variación e inferencia estadística

En la fase ANALIZAR es donde se aplican una serie de técnicas tanto de Seis Sigma como de Lean para realizar un análisis profundo del proceso con la finalidad de determinar los factores significativos que influyen en el comportamiento del mismo y usarlos para obtener un mejor nivel de desempeño.

Pruebas de hipótesis

La estabilidad en el sentido más simple implica predictibilidad general y una consistente disponibilidad en términos de mano de obra, máquinas, materiales y métodos – los 4 Ms. Bajo cada uno de estos bloques básicos de producción, Toyota intenta establecer un proceso consistente y predecible antes de ir más lejos con los últimos elementos del flujo y takt time. La razón es simple. Sin los elementos fundamentales, como la disponibilidad de la maquinaria o de los recursos humanos adecuados, no se puede llevar una línea de producción y conseguir un flujo perfecto o ajustar el paso al takt time. Por ejemplo, el hecho de producir de acuerdo con el takt time y conseguir un flujo perfecto, asume la existencia de un nivel suficiente de disponibilidad de la maquinaria, pocas averías. Lo mismo sucede para el resto de las Ms.

Herramientas de Flujo continuo

En su estado ideal, significa que los productos son procesados y transportados directamente de una etapa del proceso a la siguiente, una pieza a la vez. En este tercer tema, estaremos mencionando que cada etapa de procesamiento trabaja únicamente en la pieza que necesita el siguiente paso justo antes de que este la necesite. El tamaño del lote es de una pieza. Para mantener un flujo continuo eficiente son creadas las celdas, son un acomodo de gente, máquinas, materiales con las etapas de un proceso colocadas una junto a la otra o de manera secuencial – a través de la cual las piezas son procesadas en un flujo continuo o en un lote pequeño. Lograr el flujo continuo requiere tener sincronizada la transferencia de partes.

Regresión lineal

En este último tema estaremos revisando el diseño de experimentos y el análisis de regresión son técnicas experimentales útiles para determinar factores significativos en un proceso y poder optimizarlo. El diseño de experimentos es una técnica de experimentación pura, mientras que el análisis de regresión es una técnica para modelar un proceso con factores que pueden variar en forma natural o también de manera experimental.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Desarrolla destrezas en Six Sigma y Lean, metodologías importantes para el análisis y mejora de procesos

Está orientado a profesionales que buscan mejorar sus habilidades analíticas y de optimización de procesos

Utiliza técnicas estadísticas y herramientas de Lean para identificar factores críticos y optimizar procesos

Cuenta con instructores reconocidos en los campos de Six Sigma y Lean

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 Analizar e incrementar - Parte 1 with these activities:

Revisar conceptos de estadística

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Fortalece tu base en estadística revisando conceptos fundamentales que son esenciales para este curso.

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Repasar los conceptos de variación y distribución
Practicar problemas de inferencia estadística

Ejercicios de hipótesis estadísticas

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Completar estos ejercicios fortalecerá su comprensión de las pruebas de hipótesis y mejorará su capacidad para aplicarlas en el análisis de procesos.

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Resolver ejercicios de práctica que involucren pruebas de hipótesis.
Revisar los resultados y comparar con soluciones proporcionadas.
Identificar áreas donde se necesita práctica adicional y enfocarse en ellas.

Lectura de 'Six Sigma para principiantes'

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Esta lectura proporciona una base sólida en los principios y prácticas de Seis Sigma, complementando los conceptos cubiertos en el curso.

View Las claves de Seis Sigma on Amazon

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Lee los primeros capítulos del libro para comprender los conceptos básicos de Seis Sigma, como DMAIC y los siete tipos de desperdicio.
Presta atención a los ejemplos y estudios de caso presentados para visualizar cómo se aplica Seis Sigma en entornos del mundo real.

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Career center

Learners who complete Analizar e incrementar - Parte 1 will develop knowledge and skills that may be useful to these careers:

Statistician

Statisticians use statistical techniques to collect, analyze, and interpret data. They may also use statistical techniques to develop statistical models. The course "Analizar e incrementar - Parte 1" can help Statisticians build a foundation in statistical techniques and statistics.

See salaries and explore the career path for Statistician

Data Scientist

Data Scientists use statistical techniques to analyze data and build predictive models. They may also use statistical techniques to develop data-driven solutions to business problems. The course "Analizar e incrementar - Parte 1" can help Data Scientists build a foundation in statistical techniques and data science.

See salaries and explore the career path for Data Scientist

Data Analyst

Data Analysts collect, clean, and analyze data to help businesses make informed decisions. They may use statistical techniques to identify trends and patterns in data. The course "Analizar e incrementar - Parte 1" can help Data Analysts develop skills in statistical techniques and data analysis.

See salaries and explore the career path for Data Analyst

Machine Learning Engineer

Machine Learning Engineers use statistical techniques to develop and deploy machine learning models. They may also use statistical techniques to evaluate the performance of machine learning models. The course "Analizar e incrementar - Parte 1" can help Machine Learning Engineers build a foundation in statistical techniques and machine learning.

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Financial Analyst

Financial Analysts use statistical techniques to analyze financial data and make investment recommendations. They may also use statistical techniques to identify trends in the economy. The course "Analizar e incrementar - Parte 1" can help Financial Analysts build a foundation in statistical techniques and financial analysis.

See salaries and explore the career path for Financial Analyst

Operations Research Analyst

Operations Research Analysts use statistical techniques to analyze data and improve business processes. They may also use statistical techniques to identify areas for improvement in the supply chain. The course "Analizar e incrementar - Parte 1" can help Operations Research Analysts build a foundation in statistical techniques and operations research.

See salaries and explore the career path for Operations Research Analyst

Quality Assurance Analyst

Quality Assurance Analysts use statistical techniques to ensure that products and services meet quality standards. They may also use statistical techniques to identify areas for improvement in the quality control process. The course "Analizar e incrementar - Parte 1" can help Quality Assurance Analysts build a foundation in statistical techniques and quality assurance.

See salaries and explore the career path for Quality Assurance Analyst

Business Analyst

Business Analysts study business processes to identify areas for improvement. They may use statistical techniques to analyze data and identify trends. The course "Analizar e incrementar - Parte 1" can help Business Analysts build a foundation in statistical techniques.

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Risk Analyst

Risk Analysts use statistical techniques to analyze data and identify risks. They may also use statistical techniques to develop risk management strategies. The course "Analizar e incrementar - Parte 1" can help Risk Analysts build a foundation in statistical techniques and risk analysis.

See salaries and explore the career path for Risk Analyst

Market Research Analyst

Market Research Analysts use statistical techniques to analyze data about consumer behavior. They may also use statistical techniques to identify trends in the market. The course "Analizar e incrementar - Parte 1" can help Market Research Analysts build a foundation in statistical techniques and market research.

See salaries and explore the career path for Market Research Analyst

Business Consultant

Business Consultants use statistical techniques to analyze data and develop business solutions. They may also use statistical techniques to help businesses make informed decisions. The course "Analizar e incrementar - Parte 1" may be useful for Business Consultants who want to develop skills in statistical techniques and business consulting.

See salaries and explore the career path for Business Consultant

Product Manager

Product Managers use statistical techniques to analyze data and develop product strategies. They may also use statistical techniques to test and launch new products. The course "Analizar e incrementar - Parte 1" may be useful for Product Managers who want to develop skills in statistical techniques and product management.

See salaries and explore the career path for Product Manager

Marketing Manager

Marketing Managers use statistical techniques to analyze data and develop marketing campaigns. They may also use statistical techniques to test and launch new products. The course "Analizar e incrementar - Parte 1" may be useful for Marketing Managers who want to develop skills in statistical techniques and marketing.

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Web Developer

Web Developers use statistical techniques to analyze data and develop web applications. They may also use statistical techniques to test and debug web applications. The course "Analizar e incrementar - Parte 1" may be useful for Web Developers who want to develop skills in statistical techniques and web development.

See salaries and explore the career path for Web Developer

Software Engineer

Software Engineers use statistical techniques to analyze data and develop software solutions. They may also use statistical techniques to test and debug software. The course "Analizar e incrementar - Parte 1" may be useful for Software Engineers who want to develop skills in statistical techniques and software development.

See salaries and explore the career path for Software Engineer