Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

Big Data para Dummies

17,868 views

Published on

Seminario de Introducción al Big Data para todos aquellos que no son especialistas (responsables de Operaciones, Marketing, Finanzas, IT)

Published in: Data & Analytics
  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (Unlimited) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/qURD } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/qURD } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/qURD } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/qURD } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/qURD } ......................................................................................................................... Download doc Ebook here { https://soo.gd/qURD } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here

Big Data para Dummies

  1. 1. BIG DATA PARA DUMMIES
  2. 2. Emilio Arias Especialista Business Intelligence – Big Data Stratebi CEO y Conferenciante emilio.arias@stratebi.com – twitter: @e_arias
  3. 3. La revolución del Big Data
  4. 4. El poder de los datos y la información ¿Cuál es tu interés en Big Data?
  5. 5. La revolución del Big Data Contenidos  ¿Qué es?  + Vs. El valor de los datos en un mundo de información  El tamaño si importa  Por qué es interesante el Big Data a las empresas  Tecnología Big Data
  6. 6. Big Data in action Contenidos  ¿Qué hacer con Big Data?  Casos prácticos  Comunicación, Publicidad y Social Intelligence  Nuevas Tendencias
  7. 7. La revolución del Big Data ¿Qué es Big Data?
  8. 8. ¿Qué es Big Data? "Big Data is high-volume, high-velocity and high- variety information assets that demand cost- effective, innovative forms of information processing for enhanced insight and decision making.” http://www.gartner.com/it-glossary/big-data/ Gartner, 2012
  9. 9. La revolución del Big Data Entonces… ¿Qué es el Big Data?
  10. 10. ¿Qué es Big Data?
  11. 11. ¿Qué es Big Data? Volumen Terabytes, Petabytes, ZetaBytes... Las dimensiones de los datos han dejado obsoletas las tecnologías actuales.
  12. 12. ¿Qué es Big Data? Volumen 1 Bit = Binary Digit 8 Bits = 1 Byte 1.000 Bytes = 1 Kilobyte 1.000 Kilobytes = 1 Megabyte 1.000 Megabytes = 1 Gigabyte 1.000 Gigabytes = 1 Terabyte 1.000 Terabytes = 1 Petabyte 1.000 Petabytes = 1 Exabyte 1.000 Exabytes = 1 Zettabyte 1.000 Zettabytes = 1 Yottabyte 1.000 Yottabytes = 1 Brontobyte 1.000 Brontobytes = 1 Geopbyte
  13. 13. ¿Qué es Big Data?
  14. 14. ¿Qué es Big Data? Velocidad 1. Tenemos una alta Velocidad de generación de datos 2. Y necesitamos una alta Velocidad de respuesta para procesarlas
  15. 15. ¿Qué es Big Data?
  16. 16. ¿Qué es Big Data? Variedad Los datos han pasado de ser estructurados a semi-estructurados o completamente no estructurados ● Estructurados: BDRM, tablas ● No estructurados: Texto, imágenes, video ● Semi estructurados: XML, JSON Tendencia: 10% estructurado - 90% no estructurado
  17. 17. ¿Qué es Big Data? Variedad
  18. 18. ¿Qué es Big Data? Datos vs. Ley de Moore Data Moore
  19. 19. La revolución del Big Data
  20. 20. La revolución del Big Data El valor de los datos en un mundo de Información
  21. 21. ¿Qué es Big Data?
  22. 22. La revolución del Big Data
  23. 23. La revolución del Big Data Entendiendo la información…
  24. 24. La revolución del Big Data
  25. 25. La revolución del Big Data Beneficios en el análisis de datos masivos: Ventajas competitivas Optimización de procesos Incremento ventas Satisfacción clientes …
  26. 26. La revolución del Big Data La cadena de valor del dato
  27. 27. ¿Qué es Big Data? El tamaño si importa
  28. 28. La revolución del Big Data
  29. 29. La revolución del Big Data
  30. 30. ¿Qué es Big Data?
  31. 31. ¿Qué es Big Data?
  32. 32. La revolución del Big Data Por qué es interesante el Big Data en las Empresas?
  33. 33. ¿Qué es Big Data?
  34. 34. La revolución del Big Data ¿Por qué? ¿Cómo? ¿Quién?
  35. 35. La revolución del Big Data ¿Por qué? El Big Data no hace magia Quizás no lo necesitas Es muy probable que no estés preparado
  36. 36. La revolución del Big Data ¿Cómo? Los proyectos de Big Data deben responder a una necesidad de negocio y no a una decisión tecnológica El negocio primero
  37. 37. La revolución del Big Data ¿Cómo? Determina el problema que quieres resolver. Identifica qué temas preocupan más a tu organización y busca qué información le puede ayudar a solucionarlo. El problema
  38. 38. La revolución del Big Data ¿Cómo? Entiende cuál es el impacto de esos problemas en tu organización y desarrolla casos de uso para ejemplificarlo Valora el impacto
  39. 39. La revolución del Big Data ¿Cómo? ¿Cómo vas a a medir el éxito de tu proyecto? ¿Cuáles son las principales métricas que vas a tener que monitorizar durante todo el proyecto? Con KPIs Define métricas de éxito
  40. 40. La revolución del Big Data ¿Cómo? Si el problema se resuelve, ¿qué va a mejorar en tu organización? ¿Cuánto más va a vender? ¿Cuánto menos va a gastar? ¿Cómo van a cambiar los procesos? Asegura el encaje
  41. 41. La revolución del Big Data ¿Quién? Data Scientist
  42. 42. La revolución del Big Data Tecnología Big Data
  43. 43. La revolución del Big Data El contexto del fenómeno
  44. 44. La revolución del Big Data El contexto del fenómeno Espíritu Open Source. Las principales herramientas Big Data son de código abierto e impulsadas por grandes empresas
  45. 45. La revolución del Big Data Herramientas Batch Real-time Interactivo
  46. 46. La revolución del Big Data 20142004 Apache KAFKA 20142004 2010 201120092007
  47. 47. La revolución del Big Data Herramientas
  48. 48. La revolución del Big Data ¿Qué hacer con Big Data? Regression Classification Clustering Summarization Anomaly detection Machine LearningMachine Learning Data MiningData Mining
  49. 49. La revolución del Big Data
  50. 50. Big Data in action Casos prácticos Por su carácter transversal, la analítica de datos en entornos Big Data es de interés para todos los departamentos de las organizaciones y prácticamente todos los sectores de negocio
  51. 51. Big Data in action UtilitiesUtilitiesComercioComercio BancaBanca MediosMedios SaludSaludAAPPAAPP OperacionesOperaciones MarketingMarketing EstrategiaEstrategia FinanzasFinanzas Recursos humanosRecursos humanos
  52. 52. Big Data in action Casos prácticos - Marketing  Segmentación de cliente  Estimación del gasto de cada cliente en las diferentes categorías de producto  Análisis de la churn-rate  Optimización de la cartera de productos (¿qué productos minimizan la churn-rate?)  Recomendadores y cross-selling  Políticas de fidelización y descuentos
  53. 53. Big Data in action Casos prácticos – Recursos humanos  Identificación de talento  Recomendación de itinerarios de formación  Métricas de monitorización del talento  Predicción de la tasa de abandono de los empleados
  54. 54. Big Data in action
  55. 55. Big Data in action Casos prácticos – Comercio  Gestión de precios por periodo, artículo y tienda  Localización óptima de las nuevas tiendas  Disposición de los productos en las tiendas  Gestión de inventario  Gestión de la cesta de la compra  Análisis de la política de ofertas
  56. 56. Big Data in action
  57. 57. Big Data in action Ajuste en tiempo real del precio de 73 millones de artículos, a partir del análisis cruzado de la demanda y el inventario
  58. 58. Big Data in action Cadena de restaurantes fast-food que analiza la composición (longitud, tipología de clientes) de las colas delante de sus mostradores para determinar qué productos mostrar en las pantallas que se encuentran junto a la cola. Cola larga -> productos que se sirven rápido. Cola corta -> productos más elaborados
  59. 59. Big Data in action
  60. 60. Big Data in action Un caso de estudio en la red: Privalia
  61. 61. Big Data in action Diferentes campañas en canales sociales
  62. 62. Big Data in action Foto publicada en wall ¿Qué analizamos?
  63. 63. Big Data y medios Contenidos  El sector de los medios en la era del Big Data  Nuevos actores y aplicaciones del Big Data en comunicación y publicidad  Referentes internacionales  Tendencias Big Data en Media. Ejemplos
  64. 64. Big Data in action Impacto en doble sentido Periodismo de datos Mayores ingresos
  65. 65. Big Data in action Impacto en doble sentido
  66. 66. Big Data in action El sector de los medios en la era del Big Data audiencia = f(contenidos) + l(contexto) La analítica de datos en entornos Big Data permite definir modelos para maximizar la audiencia como resultado de la adaptación de contenidos y la computación del contexto.
  67. 67. Big Data in action Estrechar la distancia entre el cliente y el negocio
  68. 68. Big Data in action Referentes internacionales Captura masiva de la interacción con el usuario (BBC iPlayer) Generación automática de contenido enriquecido semánticamente
  69. 69. Big Data in action Referentes internacionales Micro-categorización de contenidos a partir de las aportaciones de los usuarios (76.987 géneros) Personalización de contenidos para micro-segmentos de audiencia
  70. 70. Big Data in action Referentes internacionales Optimización de contenido, verificación de la eficacia de la publicidad, regulación de la localización de la publicidad. Personalización de contenidos para micro-segmentos de audiencia
  71. 71. Big Data in action Nuevas Tendencias
  72. 72. 1. Business Intelligence ha muerto, Viva Business Analytics!! BI + Big Data + Análisis Predictivo
  73. 73. 2. Datos abiertos, no cerrados. Open Data!!
  74. 74. 3. Cambio en el ‘statu quo’ de competidores (google, Facebook…
  75. 75. 4. Open Source es el futuro
  76. 76. 5. Real Time (quiero mis datos… ya!!)
  77. 77. 6. Big Data. Ha venido para quedarse
  78. 78. 7. Redes Sociales. El nuevo ‘deep blue data’
  79. 79. 8. Mobile Analytics O es mobile o no es nada!!
  80. 80. 9. Análisis Predictivo. El futuro ya no es lo que era
  81. 81. 10. Periodismo de datos
  82. 82. 11. Visualizacion
  83. 83. 12. Smart ‘Data’ Cities
  84. 84. 13. IoT (cuando ‘las cosas’ cobran vida)
  85. 85. Gracias !! No veo lógico rechazar datos porque parezcan increíbles. Fred Hoyle (1915-2001) Astrofísico y escritor británico. Resulta una gran verdad que el destino es una ley cuyo significado se nos escapa, porque nos faltan una inmensidad de datos. Ferdinand Galiani (1728-1787) Diplomático y economista italiano. La vida es el arte de sacar conclusiones suficientes a partir de datos insuficientes. Samuel Butler (novelista) (1835-1902) Novelista inglés. Duda siempre de ti mismo, hasta que los datos no dejen lugar a dudas. Louis Pasteur (1822-1895) Químico y microbiólogo francés.

×