“Ng says that if data is carefully prepared, a company may need far less of it than they think. With the right data, he says companies with just a few dozen examples or few hundred examples can have A.I. systems that work as well as those built by consumer internet giants that have billions of…
Tag: Andrew Ng
Deep learning is bridging the gap between the digital and the real world
“‘A few years ago everybody said that data is gold,’ he says. ‘Now we see that data is actually a huge haystack hiding a nugget of gold. So the challenge is not just collecting lots of data, but the right kind of data.’ Andrew Ng, the renowned AI researcher from Stanford and cofounder of Google…
Andrew Ng predicts the next 10 years in AI
“According to a 2021 survey from The Manufacturer, 65% of leaders in the manufacturing sector are working to pilot AI. Implementation in warehouses alone is expected to hit a 57.2% compound annual growth rate over the next five years.” https://venturebeat.com/2022/03/21/andrew-ng-predicts-the-next-10-years-in-ai/amp/
Andrew Ng: Unbiggen AI
“In many industries where giant data sets simply don’t exist, I think the focus has to shift from big data to good data. Having 50 thoughtfully engineered examples can be sufficient to explain to the neural network what you want it to learn. The only way out of this dilemma is to build tools that…
Andrew Ng To Kickstart A New Generation Of AI
“Nearly 90 percent of ML models built globally are never brought to light, primarily because they cannot adjust to the variety of information available in real-world applications. The solution Andrew Ng has proposed is to put aside the architecture of an AI model and focus on what it is working with, i.e. the data. By…