If you've ever heard about Yoshua Bengio, chances are, you've probably already heard of his work. He is a Canadian scientist and computer expert, best known for his work with deep learning systems and artificial neural networks. He is also a professor at Universite de Montreal's Department of Computer Science and Operations Research and the scientific director of Montreal Institute for Learning Algorithms. Is it his fame?
Computer Science Professor
Yoshua Bengio is Professor of Computer Sciences at University of Montreal and a world-renowned expert in artificial intelligence. His innovations in deep learning and machine-learning have earned him the 2018 A.M. Turing Award. It is also known as the 'Nobel Prize of Computing. Yoshua is also a founder of Mila AI institute in Quebec. He is also a Senior Fellow at CIFAR, and the Scientific Director for the IVADO laboratory. His numerous awards and honors include the Killam Prize and Fellow of Royal Society of Canada.
Pioneer in deep learning
Yoshua is a Montreal-based computer scientist. He is also a pioneer of deep learning. He is a cofounder of Element AI and the Montreal Institute for Learning Algorithms. He also holds a Canada Research Chair for Statistical Learning Algorithms. Bengio's most famous contributions to deep learning are neural language models, machine translation, and biologically inspired machine learning.
Creator of Learning in Machines & Brains
Yoshua Bengio, a Canadian artificial intelligence researcher and professor, is the Scientific Director of IVADO and Mila labs. He was named Fellow of the Royal Society of London and won the A.M. Turing Award. He also serves as co-director of Learning in Machines and Brains at the CIFAR Institute.
Co-founder at Element AI
Element AI raised $151 million in venture funding from several investors, including Intel Capital, Data Collective and Hanwha Asset Management. The new funding will allow the company to expand its AI solutions and accelerate the deployment of these solutions. McKinsey & Co. have invested in the company.
Turing Award recipient
Yoshua Binggio, who was a pioneer in deep neural network research, won the Turing Award earlier in the year. He is also a professor at the University of Montreal, where he holds the Canada Research Chair in Statistical Learning Algorithms. Mila, a Quebec-based institute for artificial intelligence, is also his creation. Bengio was also the recipient of the Prix Marie-Victorin award, which is the highest honour given by Quebec in the fields of pure and applied science.
FAQ
What countries are the leaders in AI today?
China leads the global Artificial Intelligence market with more than $2 billion in revenue generated in 2018. China's AI industry is led by Baidu, Alibaba Group Holding Ltd., Tencent Holdings Ltd., Huawei Technologies Co. Ltd., and Xiaomi Technology Inc.
China's government is investing heavily in AI research and development. The Chinese government has established several research centres to enhance AI capabilities. These include the National Laboratory of Pattern Recognition and State Key Lab of Virtual Reality Technology and Systems.
China also hosts some of the most important companies worldwide, including Tencent, Baidu and Tencent. These companies are all actively developing their own AI solutions.
India is another country which is making great progress in the area of AI development and related technologies. India's government is currently focusing their efforts on creating an AI ecosystem.
How does AI work
It is important to have a basic understanding of computing principles before you can understand how AI works.
Computers store data in memory. They process information based on programs written in code. The computer's next step is determined by the code.
An algorithm is an instruction set that tells the computer what to do in order to complete a task. These algorithms are usually written as code.
An algorithm could be described as a recipe. An algorithm can contain steps and ingredients. Each step is a different instruction. One instruction may say "Add water to the pot", while another might say "Heat the pot until it boils."
What are some examples AI apps?
AI can be used in many areas including finance, healthcare and manufacturing. Here are a few examples.
-
Finance - AI can already detect fraud in banks. AI can scan millions of transactions every day and flag suspicious activity.
-
Healthcare – AI is used in healthcare to detect cancerous cells and recommend treatment options.
-
Manufacturing – Artificial Intelligence is used in factories for efficiency improvements and cost reductions.
-
Transportation - Self Driving Cars have been successfully demonstrated in California. They are now being trialed across the world.
-
Utilities are using AI to monitor power consumption patterns.
-
Education - AI is being used for educational purposes. Students can interact with robots by using their smartphones.
-
Government - Artificial Intelligence is used by governments to track criminals and terrorists as well as missing persons.
-
Law Enforcement – AI is being utilized as part of police investigation. Detectives can search databases containing thousands of hours of CCTV footage.
-
Defense - AI can be used offensively or defensively. In order to hack into enemy computer systems, AI systems could be used offensively. Protect military bases from cyber attacks with AI.
How does AI impact the workplace
It will revolutionize the way we work. We can automate repetitive tasks, which will free up employees to spend their time on more valuable activities.
It will enhance customer service and allow businesses to offer better products or services.
This will enable us to predict future trends, and allow us to seize opportunities.
It will help organizations gain a competitive edge against their competitors.
Companies that fail AI implementation will lose their competitive edge.
What can AI do?
Two main purposes for AI are:
* Prediction - AI systems are capable of predicting future events. AI can be used to help self-driving cars identify red traffic lights and slow down when they reach them.
* Decision making-AI systems can make our decisions. Your phone can recognise faces and suggest friends to call.
Statistics
- While all of it is still what seems like a far way off, the future of this technology presents a Catch-22, able to solve the world's problems and likely to power all the A.I. systems on earth, but also incredibly dangerous in the wrong hands. (forbes.com)
- In the first half of 2017, the company discovered and banned 300,000 terrorist-linked accounts, 95 percent of which were found by non-human, artificially intelligent machines. (builtin.com)
- According to the company's website, more than 800 financial firms use AlphaSense, including some Fortune 500 corporations. (builtin.com)
- By using BrainBox AI, commercial buildings can reduce total energy costs by 25% and improves occupant comfort by 60%. (analyticsinsight.net)
- That's as many of us that have been in that AI space would say, it's about 70 or 80 percent of the work. (finra.org)
External Links
How To
How to make an AI program simple
You will need to be able to program to build an AI program. There are many programming languages to choose from, but Python is our preferred choice because of its simplicity and the abundance of online resources, like YouTube videos, courses and tutorials.
Here's a brief tutorial on how you can set up a simple project called "Hello World".
First, open a new document. For Windows, press Ctrl+N; for Macs, Command+N.
Next, type hello world into this box. Enter to save your file.
For the program to run, press F5
The program should display Hello World!
However, this is just the beginning. You can learn more about making advanced programs by following these tutorials.