Archives for google ai - Page 14
From predicting the weather by analysing cloud patterns in the Babylon era to using electric telegraph and telephone in the 1800s to analysing satellite imagery in the 20th century, the process of weather forecasting has evolved significantly over the years. And, now, in this digitised era, predicting weather and simulating long term climate trends is…
The post From Weather Forecasting To ‘Nowcasting’: How Google Is Using ML To Predict Precipitation appeared first on Analytics India Magazine.
From predicting the weather by analysing cloud patterns in the Babylon era to using electric telegraph and telephone in the 1800s to analysing satellite imagery in the 20th century, the process of weather forecasting has evolved significantly over the years. And, now, in this digitised era, predicting weather and simulating long term climate trends is…
The post From Weather Forecasting To ‘Nowcasting’: How Google Is Using ML To Predict Precipitation appeared first on Analytics India Magazine.
Since its inception in 2017, transformer models have become popular among researchers and academia in the machine and deep learning sector. This deep machine learning model is used for various natural language processing (NLP) tasks such as language understanding, machine translation, among others. In one of our articles, we had discussed why transformers play such…
The post Google Transformer Model Reformer Works On A Single GPU & Is Memory Efficient appeared first on Analytics India Magazine.
Google has been striving hard to make local AI possible by applying AI to products and other domains as well as developing tools. In local AI, the speed of local inference allows considerable savings on bandwidth and cloud compute costs while keeping data local preserves user privacy. These are the few reasons as to why…
The post Google Launches New Product Updates For Its AI Platform Coral appeared first on Analytics India Magazine.
With the recent switch of DeepMind’s co-founder Mustafa Suleyman to its sister concern Google, researchers are raising questions as to whether this unexpected move will cause a crack between the two companies. Suleyman was termed on leave by this London-based AI company for the last six months, but earlier this month, he confirmed his joining…
The post DeepMind Vs Google: The Inner Feud Between Two Tech Behemoths appeared first on Analytics India Magazine.
Landing a job at tech giant Google is like a dream come true for any engineer. One can get the opportunity of working with talented professionals as well as learn and share plenty of knowledge. However, cracking an interview for Google is a difficult task and one has to have in-depth knowledge and hands-on experience…
The post 10 AI-Related Questions Asked At Google Interviews appeared first on Analytics India Magazine.
Even with all the knowledge of the real world, it is tricky for humans to identify how far or close the objects in the videos really are. It gets even messier when an algorithm is tasked to scan videos. Moreover, the real-world video streams can have objects or people moving along with the camera and…
The post What Is Temporal Cycle Consistency & Why Is It Relevant To Computer Vision? appeared first on Analytics India Magazine.
Visualising the behaviour of neural networks has been of great interest lately for two reasons — to have a glimpse at how intelligence in its fundamental appears and to analyse the neurons for improvement (avoiding misclassification etc.) of the network. Previously, AI researchers started with individual neurons. In this method, a noisy image is…
The post Here’s A New Technique That Visualizes How Neurons Interact In A Neural Network appeared first on Analytics India Magazine.
“Every evolving intelligence will eventually encounter certain very special ideas – e.g., about arithmetic, causal reasoning and economics–because these particular ideas are very much simpler than other ideas with similar uses,” said the AI maverick Marvin Minsky four decades ago. Mathematics as a tool to interpret nature’s most confounding problems from molecular biology to quantum…
The post Google Open Sources TensorNetwork , A Library For Faster ML And Physics Tasks appeared first on Analytics India Magazine.
Convolutional Neural Networks(CNNs) are at the heart of many machine vision applications. From tagging photos online to self driving cars, CNNs have proven to be of great help. As the number of applications involving CNNs increase, the need for improving them has risen as well. So, to balance this trade-off, the researchers at Google, introduce…
The post Now CNNs Can Work 10 Times Better With EfficientNet appeared first on Analytics India Magazine.