Description of my new blog "Subjective Algorithms"

-
I'm planning to use this blog to link youtube videos that I'll be recording (if I have enough time...) during this year. Through these videos I'll be going deeper in the research that I'm working on regarding "Big Data, Cognitive Extension, Self-Organizing Processes and Economic Development", since I want to increase its diffusion and to keep it recorded in the web for future and remote collaborators.

Some of the topics that I'll cover in this blog will be:

  • Section "Big Data - Readings":
    • Ray Kurzweill's "The Singularity is Near"
    • Nick Bostrom's "Superintelligence"
    • Martin Ford's "The Rise of the Robots"
    • N.Y.Harari's "Homo Deus"
    • Evgeny Morozov's "To Save Something..."
    • Yochai Benkler's "The Wealth of Networks"

  • Section "Cognitive Extension":
    • Introduction to Artificial Intelligence
    • Computer Vision Algorithms
    • Natural Language Processing
    • Reinforcement Learning
    • Artificial Neural Networks
    • Metaheuristic Algorithms
    • Muti-Agent Systems
    • Model Predictive Control

  • Section "Self-Organizing Processes":
    • Direct Marketing Optimization
    • Attribution Modelling
    • Revenue Growth Management
    • Viral Marketing Simulation
    • HVAC - Energy Optimization
    • Predictive Maintenence
    • Market Development Simulation

  • Section "Economic Development":
    • Economic Theories
    • Economics of Knowledge
    • Remarkable initiatives
    • Stop. Think. It's not So Easy



Comments

Post a Comment

Popular posts from this blog

Analytics & Beers 2017

-
Image
A lo largo de 2017 tuve la ocasión de intervenir dos veces en las Conferencias de Analytics & Beers, organizadas por Accenture y por la Universidad Autónoma de Madrid. En ambos casos expliqué cómo mediante algoritmos de aprendizaje por refuerzo es posible llevar a cabo la optimización de sistemas de climatización (HVAC) de forma automática y progresiva. En particular, nuestros algoritmos de aprendizaje por refuerzo se ejecutaban sobre un segundo tipo de modelos de machine learning, en este caso de tipo supervisado que nos brindaban un entorno de simulación con el que reducir los costes de aprendizaje en tiempo real. De este modo, mediante redes neuronales artificiales, se generaba un entorno de simulación predictivo sobre el que se aplicaban diferentes algoritmos de aprendizaje por refuerzo (combinando colonias de hormigas con lógica difusa) bajo un marco analítico llamado "Model Predictive Control (MPC)".
Read more

Description of the section "Economic Development"

-
Image
I'm planning to use this section to link videos in which I'll speak about Economics of Development in order to understand how we can improve the live of the rest of the world, which is not trivial. Some of the topics that I'ld like to cover will be: * Economic Theories * Economics of Knowledge * Remarkable initiatives * Relax! Not So Easy! etc.
Read more

Description of the section "Self-Organizing Processes"

-
Image
I'm planning to use this section to link videos in which I'll speak about what I call "self-organizing processes", that will consist of business projects and entrepreneurial ideas, properly explained. Some of the topics that I'ld like to cover will be: * Direct Marketing Optimization * Attribution Modelling * Revenue Growth Management * Viral Marketing Simulation * HVAC - Energy Optimization * Predictive Maintenence * Market Development Simulation etc.
Read more