Andrew Yan Tak Ng is a British American computer scientist and technology entrepreneur. He is a specialist in machine learning and co-founded Google Brain. Before that, he was chief scientist at Baidu where he helped build its Artificial Intelligence Group into an organization that employed thousands of people. His research has helped to create numerous companies such Landing AI as Facebook. Read on to discover his passion and how he's combining AI and machine learning to improve our lives.
Dr. Andrew Yan-Tak Ng
Andrew Yan Tak Ng, an American computer scientist and technology entrepreneur from the UK, is Andrew Yan Tak Ng. His research focuses on machine learning. He is the cofounder of Google Brain. In addition, he was the chief science officer at Baidu where he developed the Artificial Intelligence Group. This group has thousands of employees. His background is impressive. Continue reading to find out more about Ng, Google Brain and his background. This interview is part in the Andrew Yan Tak Ng biography.
Chief Scientist at Baidu Research
Andrew Ng was Chief Scientist at Baidu. He resigned to allow the company to expand its AI research and augmented reality research. Ng is an artificial intelligent researcher and cofounder. Ng has worked previously for Google's Brain Project, where he helped computers recognize images of cats. Ng is an expert on artificial intelligence and you can find his publications list on his Stanford University webpage. His company has been gradually introducing advertisements into its WeChat service.
Co-founder of Landing AI
Andrew Ng, an American-born computer scientist and technology entrepreneur, is a specialist in machine learning. Before founding Landing AI in 2009, he cofounded Google Brain. He also built the Artificial Intelligence Group of Baidu to a workforce of over 2,000. Andrew Ng has worked with some of the world's most famous companies, including Facebook, Twitter, and Airbnb. His first startup was Landing AI, which is still the largest AI company in the globe.
Author of more 100 research papers
Andrew Ng is a computer science graduate and is particularly interested in deep learning. That is, how machines can learn data from data. He was one of the founders of the Google Brain project, which developed massively parallel deep learning algorithms. A massive neural network was used to recognize cats in YouTube videos and produce the project's famous results, including the "Google cat". Ng's research continues with applications in computer speech and computer vision.
AI Fund Founder
Andrew Ng is an influential computer scientist and a leading authority on artificial intelligence. He pioneered efforts to make deeplearning more accessible. Fast Company and Time magazine have awarded him with the title of one of the top creative people in the country. In 2018, Ng launched his own AI fund and invested in startups to help them develop AI technology. The fund is designed to help small and start-up teams create innovative AI applications that address everyday problems.
FAQ
AI is useful for what?
Artificial intelligence is an area of computer science that deals with the simulation of intelligent behavior for practical applications such as robotics, natural language processing, game playing, etc.
AI is also known as machine learning. It is the study and application of algorithms to help machines learn, even if they are not programmed.
Two main reasons AI is used are:
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To make our lives simpler.
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To be better at what we do than we can do it ourselves.
Self-driving cars is a good example. AI can do the driving for you. We no longer need to hire someone to drive us around.
What is the role of AI?
An artificial neural network consists of many simple processors named neurons. Each neuron receives inputs and then processes them using mathematical operations.
Neurons are arranged in layers. Each layer has a unique function. The first layer gets raw data such as images, sounds, etc. It then passes this data on to the second layer, which continues processing them. Finally, the last layer generates an output.
Each neuron has its own weighting value. This value is multiplied each time new input arrives to add it to the weighted total of all previous values. If the result exceeds zero, the neuron will activate. It sends a signal to the next neuron telling them what to do.
This process continues until you reach the end of your network. Here are the final results.
What is the state of the AI industry?
The AI market is growing at an unparalleled rate. Over 50 billion devices will be connected to the internet by 2020, according to estimates. This will allow us all to access AI technology on our laptops, tablets, phones, and smartphones.
This will also mean that businesses will need to adapt to this shift in order to stay competitive. Businesses that fail to adapt will lose customers to those who do.
The question for you is, what kind of business model would you use to take advantage of these opportunities? What if people uploaded their data to a platform and were able to connect with other users? You might also offer services such as voice recognition or image recognition.
No matter what your decision, it is important to consider how you might position yourself in relation to your competitors. While you won't always win the game, it is possible to win big if your strategy is sound and you keep innovating.
What is the most recent AI invention
Deep Learning is the most recent AI invention. Deep learning, a form of artificial intelligence, uses neural networks (a type machine learning) for tasks like image recognition, speech recognition and language translation. Google invented it in 2012.
Google recently used deep learning to create an algorithm that can write its code. This was achieved using "Google Brain," a neural network that was trained from a large amount of data gleaned from YouTube videos.
This allowed the system's ability to write programs by itself.
IBM announced in 2015 the creation of a computer program which could create music. Another method of creating music is using neural networks. These are sometimes called NNFM or neural networks for music.
Which industries use AI most frequently?
The automotive industry is one of the earliest adopters AI. BMW AG employs AI to diagnose problems with cars, Ford Motor Company uses AI develop self-driving automobiles, and General Motors utilizes AI to power autonomous vehicles.
Other AI industries include banking, insurance, healthcare, retail, manufacturing, telecommunications, transportation, and utilities.
Statistics
- The company's AI team trained an image recognition model to 85 percent accuracy using billions of public Instagram photos tagged with hashtags. (builtin.com)
- In 2019, AI adoption among large companies increased by 47% compared to 2018, according to the latest Artificial IntelligenceIndex report. (marsner.com)
- A 2021 Pew Research survey revealed that 37 percent of respondents who are more concerned than excited about AI had concerns including job loss, privacy, and AI's potential to “surpass human skills.” (builtin.com)
- More than 70 percent of users claim they book trips on their phones, review travel tips, and research local landmarks and restaurants. (builtin.com)
- According to the company's website, more than 800 financial firms use AlphaSense, including some Fortune 500 corporations. (builtin.com)
External Links
How To
How do I start using AI?
A way to make artificial intelligence work is to create an algorithm that learns through its mistakes. This can be used to improve your future decisions.
For example, if you're writing a text message, you could add a feature where the system suggests words to complete a sentence. It could learn from previous messages and suggest phrases similar to yours for you.
You'd have to train the system first, though, to make sure it knows what you mean when you ask it to write something.
Chatbots are also available to answer questions. So, for example, you might want to know "What time is my flight?" The bot will reply that "the next one leaves around 8 am."
If you want to know how to get started with machine learning, take a look at our guide.