BIG DATA WITH MAX WELLING: LIVING WITH AI


Living with AI

Max Welling, Research chair in Machine Learning at the University of Amsterdam and VP technologies Qualcomm Netherlands, talks about reschooling, automation, employment, jobs, cloud computing, edge computing, servers, connection, delay, energy, battery, internet of things.

Maria Arlotto Duchamps

Neural networks are a class of machine learning algorithms. The neuron part of neural is the computational component and the network part is how the neurons are connected. Neural networks pass data among themselves, gathering more and more meaning as the data moves along. Because the networks are interconnected, more complex data can be processed more easily. 

Waclaw Piatek

Training people at entry level can be expensive for a company dealing with new technologies. Many are instead working on automation solutions involving Machine Learning and Artificial Intelligence to build insights, but this also takes well-trained staff or the outsourcing of skilled developers.

Siegfried Castro

The major steps involved in a data mining process are:

  • Extract, transform and load data into a data warehouse
  • Store and manage data in a multidimensional databases
  • Provide data access to business analysts using application software
  • Present analyzed data in easily understandable forms, such as graphs
Sonja Ham Mac Diarmada

Machine learning can be defined as the practice of using algorithms to use data, learn from it and then forecast future trends for that topic. Traditional machine learning software comprised of statistical analysis and predictive analysis that are used to spot patterns and catch hidden insights based on perceived data.

Rolf Nikolajsen

Another AI area of application is Machine vision: The science of allowing computers to see. This technology captures and analyzes visual information using a camera, analog-to-digital conversion and digital signal processing. It is often compared to human eyesight, but machine vision isn't bound by biology and can be programmed to see through walls, for example. It is used in a range of applications from signature identification to medical image analysis. Computer vision, which is focused on machine-based image processing, is often conflated with machine vision.

Sandra Anselmo Escamilla

In response to Rosemary Vandale

AI is incorporated into a variety of different types of technology. Here are two examples: Automation: What makes a system or process function automatically. For example, robotic process automation (RPA) can be programmed to perform high-volume, repeatable tasks that humans normally performed. RPA is different from IT automation in that it can adapt to changing circumstances. Machine learning: The science of getting a computer to act without programming. Deep learning is a subset of machine learning that, in very simple terms, can be thought of as the automation of predictive analytics.

Rosemary,

Here are a couple more: Self-driving cars: These use a combination of computer vision, image recognition and deep learning to build automated skill at piloting a vehicle while staying in a given lane and avoiding unexpected obstructions, such as pedestrians.  Robotics: A field of engineering focused on the design and manufacturing of robots. Robots are often used to perform tasks that are difficult for humans to perform or perform consistently.

Rosemary Vandale

AI is incorporated into a variety of different types of technology. Here are two examples: Automation: What makes a system or process function automatically. For example, robotic process automation (RPA) can be programmed to perform high-volume, repeatable tasks that humans normally performed. RPA is different from IT automation in that it can adapt to changing circumstances. Machine learning: The science of getting a computer to act without programming. Deep learning is a subset of machine learning that, in very simple terms, can be thought of as the automation of predictive analytics.

Steven

I would not imagine a completely automated airplanes until today and this scares me. But anyway i am looking with interest the time when the full automation replace the, public transport, cooking and many more. This will be a huge step in our civilization growth and i don't want to miss it. Regards.

Kristiāna Olga

In response to Lucas Jessen

AI is helpful in the present and it's going to be helpful to us in the future, but what happens when you take a driver and put him/her behind a computer?

People will be forced to adapt, such proffesions are going to go extinct in the next couple of decades. One way or another we are all used to working with technology. Also new generations are ready for a change at any moment, yes maybe some will have a harder time adapting but some are already having hard time to drive. I mean it's always one or the other, but AI is making our life easier for a long time now and it's going to be making our life even easier in the future. We just have to be up to date with the new technologies.

Viktoria Katar

I think that we are in the edge of a crisis with all that AI and stuff, because many people will have to retrain. This can lead to severe riots and probably, civil riot. The right approach should be choosen and people must remain calm throughout this process, but it is up to the companies to make this transition smooth.

Viktoria Katar

I think that we are in the edge of a crisis with all that AI and stuff, because many people will have to retrain. This can lead to severe riots and probably, civil riot. The right approach should be choosen and people must remain calm throughout this process, but it is up to the companies to make this transition smooth.

Shila Vasuda Gupta

I do not believe anyone has mentioned the application of AI in toys and games yet.  The 1990s saw some of the first attempts to mass-produce domestically aimed types of basic Artificial Intelligence for education, or leisure. This prospered greatly with the Digital Revolution, and helped introduce people, especially children, to a life of dealing with various types of Artificial Intelligence, specifically in the form of Tamagotchis and Giga Pets, iPod Touch, the Internet, and the first widely released robot, Furby. A mere year later an improved type of domestic robot was released in the form of Aibo, a robotic dog with intelligent features and autonomy.

Ingegerd Poulsen

In my opinion, one of the top benefits of living with AI will be the emergence of personalized medicine. Rather than a one-size-fits-all approach, doctors will be able to tailor treatment on an individual basis and prescribe the right treatments and procedures based on your medical history.

Angelo Faustino Carboni

I believe it will be more like the science fiction movies, where we will maintain and work with the machines that do the work. However, these “jobs” will come with a level of prestige, as most people will probably live off a government sponsored socialism system. With AI and automation replacing so many jobs in the next 20 years, we will have to change social systems in order to adapt.

Waclaw Piatek

In response to Raakel Laukkanen

Artificial Intelligence will do wonders to help automate processes that, today, take time and manual labor but don’t contribute much to the bottom line or moving forward as a company. Automation will allow additional time and resources to be dedicated to what companies need to focus their energy on: customer experience.

Raakel,

AI does have a place in customer experience too.  Here is an article on the need and role of AI in customer experience.

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