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Lorien Pratt published the first known paper on transfer learning in 1993. Since then, there has been a lot of research in this space. With time, it has made deep learning more straightforward. It’s importance and value escalated so much that in 2016, Angre Ng had this to say about transfer learning: “Transfer learning will become a…
Communication Service providers (CSPs) today are looking at applications of artificial intelligence (AI) in the telecom industry to ensure a seamless service and user experience for their clients. Also, as 5G services enter the telecom sector, the CSPs would face renewed pressure to meet client expectations and integrate the new emerging complexities in their existing…
Thanks to IoT and AI becoming ubiquitous technologies, we now have more user and trend data than ever. Varying in form, data could be text, image, speech, or a mix of these. Images now constitute a part of user data more prominently than ever.
Convolutional neural networks (CNN) are among the more popular neural network frameworks that are used in complex applications like deep learning models for computer vision and image recognition. Over the years, CNNs have undergone a considerable amount of rework and advancement. This has left us with a plethora of CNN models. Let’s discuss the more…
Video analytics helps to digitally analyze video inputs. It transforms these inputs into intelligent data that is used for making decisions. This is done by using mathematical algorithms that monitor, analyze, and manage a large number of videos. On an advanced level, audio can also be processed along with the video to carry deeper and more…
Deep learning is receiving a lot of attention recently, and for all the right reasons. This technology is delivering results that were not possible to achieve before. What is Deep Learning? In deep learning, a computer program learns to identify, differentiate, and contextualize data unstructured data such as images, text, and sounds. The underlying framework…
Have you ever used Artificial Intelligence and Machine learning in your daily life? Well, you have many AI empowered technologies around that you simply use without even realizing that AI is behind them. Artificial Intelligence and Machine Learning are now an integral part of many applications and provide users with smarter navigation and accessibility options….
A Simple Analysis Through Anomalies So when it comes down to being able to more effectively detect outliers in your data, engage algorithms, further advances in Python, and so much else, anomaly detection holds the key. And it’s all a part of machine learning, which some prefer to call ML. We’ll talk about all this,…
Into Deep Learning and AI Deep Learning, as it can now engage our modern, interconnected, 24/7 global online world, is a true blessing. It can make just about every single aspect of our lives far greater, to the full extent, relatively speaking. Deep Learning has engaged the way we work at our jobs (or even…