CFC2017 evento IA Willy Marroquín
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Material de apoyo de la Charla IA, CyberPunk y sociedad del CloudFirstCamp 2017
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CFC2017 evento IA Willy Marroquín
- 1. 21 OCTUBRE 2017 - BOGOTÁ, COLOMBIA ¡BIENVENIDOS!
- 2. #CloudFirstCamp #CFC2017 Participa en las redes sociales y gana premios
- 3. #CloudFirstCamp#CFC2017 Nuestro evento es sostenible gracias a
- 4. Sociedad Líquida, CyberPunk e Inteligencia Artificial Willy Marroquín MVP Artificial Intelligence @WillyDevNET
- 6. Willy Marroquín https://facebook.com/WillyDevNET https://Linkedin.com/in/WillyDev @WillyDevNET WillyDev@Live.com MVP Artificial Intelligence Computer Honors Award 2012 Artificial Intelligence Researcher NewWay Group Limited Liability Company – Rusia Indigo Technologies © - Colombia
- 8. Inteligencia Artificial Conjunto de tecnologías que permiten Inteligencia de máquina que simulan los elementos del pensamiento humano Aprendizaje profundo Aprendizaje automático Redes neuronales Búsquedas Razonamiento probabilístico etc. Visión Habla Lenguaje Conocimiento Resolución de problemas etc.
- 9. Language Speech Search Machine Learning Knowledge Vision Spell check Speech API Entity linking Recommendation API Bing autosuggest Computer vision Emotion Forecasting Text to speech Thumbnail generation Anomaly detection Custom recognition (CRIS) Bing image search Web language model Customer feedback analysis Academic knowledge OCR, tagging, captioning Sentiment scoring Bing news search Bing web search Text analytics Cognitive Services APIs
- 10. IA, Machine Learning, Deep Learning “Deep Learning”, Ian Goodfellow, 2016 “What’s the Difference Between Artificial Intelligence, Machine Learning, and Deep Learning?”, Michael Copeland, 2016
- 11. ¿ Donde encontramos I.A ? Translat or Facebook AI Research
- 15. Deep LearningBasado en los avances en las redes neuronales artificiales Labrador Redes más grandes y más profundas Muchas capas; algunos hasta 150 capas Miles de millones de parámetros aprendibles Feed Forward, Recurrente, Convolucional, Disperso, etc. Entrenamiento en grandes conjuntos de datos 10,000+ horas de Entrenamiento Millones de imágenes Años de datos de clics Cálculo altamente paralelizado Trabajos de formación de larga duración (días, semanas, meses) Aceleración con GPU Avances recientes en más potencia de la computadora y datos grandes http://playground.tensorflow.org
- 18. #CloudFirstCamp #CFC2017 PREGUNTAS Y RESPUESTAS
Notas del editor
- What is ‘artificial intelligence’? There are many definitions, and certainly a lot of confusion, as well as hype around this term today. Just the same as all major computing waves; if you think back to the level of confusion and hype around the term ‘cloud computing’ back around 10 years ago. Here we try to boil it down to the essentials. Artificial intelligence is a set of technologies that enable ‘machine intelligence’ to simulate or augment elements of human thinking. For example, those technologies on the left, such as machine learning and neural networks. And those elements of human thinking on the right, such as vision, speech, and language. There is a very subtle, but important, aspect in this definition. We are not advocating that machine intelligence should ‘replace’ human intelligence. But, machine intelligence can be used effectively to ‘augment’ or improve the human experience, accomplished via a set of more specialized use cases that map to individual elements of human thinking. That, is where we think, that at least today, is the greatest opportunity for you as well.
- Here we offer a bit more clarity around the more detailed terms, as there is a si
- And as you may already know, everybody is doing some form of AI today. The biggest technology companies today, all have major investments in AI. Amazon with Alexa, Apple with Siri, Facebook has a lot of investments in computer vision, Google’s AlphaGo recently defeated the human champion in Go which is a much more complex game than chess, and Microsoft’s Skype Translator and investments in natural language processing. Of course, there are a lot more AI stuff that these companies are all investing in; just listing a few more visible examples here. And there are thousands of companies of all sizes all building AI capabilities across the map.