As an experienced Head of Software Engineering, I have witnessed the transformative power of adopting Design Thinking principles to shape Fintech apps that not only meet user needs but exceed their expectations. It's about creating a digital journey that resonates emotionally with users, understanding their aspirations, and seamlessly integrating cutting-edge technology to provide solutions that go beyond mere functionality. In essence, Design Thinking becomes the guiding light ...
This emotional journey through digital evolution is marked by the bittersweet role of open access, use, and sharing of data, presenting unparalleled opportunities for economic and social development. The forecasted surge to a staggering 180 zettabytes or more in the global data universe by 2025 adds a melancholic note to this evolution. Yet, amidst the promise of transformation, tears are shed as we emotionally weigh the impact on both the fortunate winners and the potential losers of the data revolution.
Backpropagation Algorithm – An important mathematical tool for making better and high accuracy predictions in machine learning. This algorithm uses supervised learning methods for training Artificial Neural Networks. The whole idea of training multi-layer perceptrons is to compute the derivatives of the error function or gradient descent with respect to weights using the backpropagation algorithm. This algorithm … Continue reading Deep Learning – Backpropagation Algorithm Basics
Generative Adversarial Networks (GANs) – A very young family member of Deep Neural Networks Architecture. Introduce by Ian Goodfellow and his team at the University of Montreal in 2014. GANs are class of unsupervised machine learning algorithm. Adversarial training “The most interesting idea in the last 10 years in the field of Machine Learning.” … Continue reading Deep Learning – Introduction to Generative Adversarial Neural Networks (GANs)
Convolutional Neural Network – In this article, we will explore our intuitive explanation of convolutional neural networks (CNN’s) on high level. CNN’s are inspired by the structure of the brain but our focus will not be on neural science in here as we do not specialise in any biological aspect. We are going artificial in this … Continue reading Deep Learning – Introduction to Convolutional Neural Networks
Neural network based on radial basis function with can be used for strategic reasons. There are several other models of neural network including what we have mentioned above. For an introduction to neural network and their working model
AILabPage offer offer creativity, technical insight, unique solution design and a clear opportunities to business from their own data. Business gets time and constructive feedback to develop products that make a difference and appetite for not only their current consumers but also for future customers.
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