Andrew Ng is a British-born American technology entrepreneur and computer scientist whose work focuses primarily on machinelearning. He founded Google Brain and co-founded Baidu's Artificial Intelligence Group, where he built a team of thousands. Ng is a prolific speaker and author, and has received many awards. Read on to learn more about Andrew Ng's career and research interests. You can also learn more about Landing AI, Ng's latest venture.
Dr. Andrew Yan-Tak Ng
Andrew Yan-Tak Ng (American computer scientist, technology entrepreneur) focuses on machine intelligence. He is the founder of Google's Brain. Prior to that, he was the chief scientist for Baidu's Artificial Intelligence Group. This group was responsible for transforming the company into a department with thousands of employees. His contribution has been honored by many awards and has had an influence on many industries such as artificial intelligence and artificial human life. CNBC spoke to the award-winning entrepreneur to discuss his journey in tech.
Andrew Yan-Tak Ng (American computer scientist) is British-born. He was the former vice president, chief scientist and chief executive officer of Baidu Research Silicon Valley. He is an adjunct professor at Stanford University, and co-founder of Coursera. Coursera is an online education platform that offers free learning. His research interests include machine learning, deep learning, as well his contributions to the development the Stanford Autonomous Helicopter.
His research interests
Andrew Ng, a Stanford University professor, is primarily interested in machine learning and artificial intelligence. His work includes cognitive neuroscience, Natural word processing, depth perceptions, GRASP, contextual image classifications, and Image. Ng is also a co-founder of Coursera, a site where students can take free online courses on a wide range of topics. Andrew Ng has multiple projects in these areas of research.
His research is focused on deep learning and machine-learning. He is a key figure in Google's Brain Project, which produced massively scaled deeplearning algorithms. Google cat is the most well-known achievement of this project. It trained a large neural network with 1 billion parameters to recognize and recognize cats in YouTube videos. Deep learning is his main focus at Google, but Ng's current research focuses on computer vision and speech detection.
His venture Landing AI
Andrew Ng is the founder of Google's Brain Unit. He now uses his AI expertise for corporate clients with his new venture Landing AI. Landing AI has recently received $57 million from multiple investors. Andrew Ng also serves as an adjunct professor of Computer Science at Stanford University. He is also the co-founder and CEO of Coursera. Coursera offers a popular online education portal. He is best known for his work on deep learning, particularly for cat recognition.
Landing AI, which is the first step in building an AI-product, tackles a common problem: a lack large enough training data. In order to make AI software accurate and scalable, developers must train neural network on large amounts. Manufacturers typically don't have access to such data. Because of this, manufacturers are limited in the amount of training data they can use for their AI projects.
His career path
Andrew Ng's path to success can help you to understand his career. He holds a Ph.D. and master's degrees from UC Berkeley as well as a bachelor's degree from Carnegie Mellon University. However, he remains a rising star in tech. Andrew Ng isn't a radical disruptor like most tech titans. He actually takes a less radical approach.
Andrew Ng graduated from Carnegie Mellon University in 2001 with a triple degree in computer science, economics, and statistics. He then went on to work at Google, where he led the company's research team on deep learning and facial recognition. Ng resigned from Baidu in March 2017. This is a reflection of his career changes. His team developed the course he taught at MIT, and later won Best MIT Online Course Award.
FAQ
How do AI and artificial intelligence affect your job?
AI will eventually eliminate certain jobs. This includes taxi drivers, truck drivers, cashiers, factory workers, and even drivers for taxis.
AI will lead to new job opportunities. This includes positions such as data scientists, project managers and product designers, as well as marketing specialists.
AI will make your current job easier. This includes jobs like accountants, lawyers, doctors, teachers, nurses, and engineers.
AI will make jobs easier. This includes customer support representatives, salespeople, call center agents, as well as customers.
What can AI be used for today?
Artificial intelligence (AI), a general term, refers to machine learning, natural languages processing, robots, neural networks and expert systems. It is also known as smart devices.
Alan Turing wrote the first computer programs in 1950. He was curious about whether computers could think. In his paper, Computing Machinery and Intelligence, he suggested a test for artificial Intelligence. The test seeks to determine if a computer programme can communicate with a human.
John McCarthy in 1956 introduced artificial intelligence. He coined "artificial Intelligence", the term he used to describe it.
Many types of AI-based technologies are available today. Some are very simple and easy to use. Others are more complex. They include voice recognition software, self-driving vehicles, and even speech recognition software.
There are two types of AI, rule-based or statistical. Rule-based uses logic for making decisions. For example, a bank account balance would be calculated using rules like If there is $10 or more, withdraw $5; otherwise, deposit $1. Statistic uses statistics to make decision. To predict what might happen next, a weather forecast might examine historical data.
How does AI work?
An artificial neural network is made up of many simple processors called neurons. Each neuron receives inputs form other neurons and uses mathematical operations to interpret them.
Neurons can be arranged in layers. Each layer performs an entirely different function. The first layer receives raw data like sounds, images, etc. It then passes this data on to the second layer, which continues processing them. The last layer finally produces an output.
Each neuron has its own weighting value. This value is multiplied with new inputs and added to the total weighted sum of all prior values. If the result exceeds zero, the neuron will activate. It sends a signal along the line to the next neurons telling them what they should do.
This cycle continues until the network ends, at which point the final results can be produced.
Who is the leader in AI today?
Artificial Intelligence, also known as computer science, is the study of creating intelligent machines capable to perform tasks that normally require human intelligence.
There are many types today of artificial Intelligence technologies. They include neural networks, expert, machine learning, evolutionary computing. Fuzzy logic, fuzzy logic. Rule-based and case-based reasoning. Knowledge representation. Ontology engineering.
There has been much debate about whether or not AI can ever truly understand what humans are thinking. However, recent advancements in deep learning have made it possible to create programs that can perform specific tasks very well.
Google's DeepMind unit in AI software development is today one of the top developers. It was founded in 2010 by Demis Hassabis, previously the head of neuroscience at University College London. DeepMind was the first to create AlphaGo, which is a Go program that allows you to play against top professional players.
AI is used for what?
Artificial intelligence (computer science) is the study of artificial behavior. It can be used in practical applications such a robotics, natural languages processing, game-playing, and other areas of computer science.
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.
AI is often used for the following reasons:
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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.
A good example of this would be self-driving cars. AI can replace the need for a driver.
Statistics
- 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)
- Additionally, keeping in mind the current crisis, the AI is designed in a manner where it reduces the carbon footprint by 20-40%. (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)
- In 2019, AI adoption among large companies increased by 47% compared to 2018, according to the latest Artificial IntelligenceIndex report. (marsner.com)
External Links
How To
How to set up Cortana Daily Briefing
Cortana can be used as a digital assistant in Windows 10. It is designed to assist users in finding answers quickly, keeping them informed, and getting things done across their devices.
To make your daily life easier, you can set up a daily summary to provide you with relevant information at any moment. The information should include news, weather forecasts, sports scores, stock prices, traffic reports, reminders, etc. You have the option to choose which information you wish to receive and how frequently.
Win + I, then select Cortana to access Cortana. Select "Daily briefings" under "Settings," then scroll down until you see the option to enable or disable the daily briefing feature.
If you have the daily briefing feature enabled, here's how it can be customized:
1. Start the Cortana App.
2. Scroll down to "My Day" section.
3. Click the arrow next to "Customize My Day."
4. Choose which type you would prefer to receive each and every day.
5. Change the frequency of updates.
6. Add or remove items from your shopping list.
7. Keep the changes.
8. Close the app.