Looking Forward “We see all this activity only continuing to accelerate. The world will give us more open sourced and commercially available machine intelligence building blocks; there will be more data; there will be more people interested in learning these methods; and there will always be problems worth solving. We still need ways of explaining…
Tag: deep learning
The Deep Learning Framework Backed By Facebook Is Getting Industry’s Attention
Neural NetworksSOURCE: PIXABAY “When it comes to deep learning frameworks, TensorFlow is one of the most preferred toolkits. However, one framework that is fast becoming the favorite of developers and data scientists is PyTorch. PyTorch is an open source project from Facebook which is used extensively within the company. PyTorch focuses on simplicity and accessibility….
Zillow awards $1 million to team that reduced home valuation algorithm error to below 4%
“The Seattle company today announced that team ChaNJestimate — whose members include Chahhou Mohamed, Jordan Meyer, and Nima Shahbazi, hailing from Morocco, the U.S., and Canada, respectively — will take home the $1 million prize for a model that bested the Zillow “Zestimate” benchmark by approximately 13 percent. (The Zestimate’s nationwide error rate is 4.5…
10 Artificial Intelligence (AI) Technologies that will rule 2019
1 1. Natural Language Generation 2 2. Speech recognition 3 3. Machine Learning Platforms 4 4. Virtual Agents 5 5. Decision Management 6 6. AI-Optimized Hardware 7 7. Deep Learning Platforms 8 8. Robotic Process Automation 9 9. Text Analytics and NLP 10 10. Biometrics https://deeplearningio.com/10-artificial-intelligence-ai-technologies-that-will-rule-2019/
We analyzed 16,625 papers to figure out where AI is headed next
The rise of reinforcement learning “In the few years since the rise of deep learning, our analysis reveals, a third and final shift has taken place in AI research. As well as the different techniques in machine learning, there are three different types: supervised, unsupervised, and reinforcement learning. Supervised learning, which involves feeding a machine…