In the real world, data is rarely clean enough to be used out-of-the-box. Collecting and labelling data accurately is a time and labour-intensive task, with many real-world problems not having datasets that are deep enough to apply AI to. Transfer learning has long been quoted as the solution to these scarce datasets. Using the knowledge…
The post The Brains Behind AI: How Psychology Influenced Transfer Learning appeared first on Analytics India Magazine.
As companies plow more and more investment into AI research, China has finally woken up to the realisation of open source and how it can shape the development of a field that’s becoming increasingly attractive. Over the last few years, open-source has become the foundation of innovation — and the major contributions come from tech…
The post Why Open Source Matters For Chinese Tech Firms? appeared first on Analytics India Magazine.
How This Computer Chip Startup Resolve Neumann Bottleneck Problem And Increase Compute By 1000x
Chipmakers are pushing their limits as we are moving towards an evolving era of artificial intelligence and machine learning. Companies like Intel, NVIDIA and AMD have already set their marks by utilising AI in their chip-making process. Recently at Hello Conference, an international software technology conference focusing on future technologies, BlueShift, made an innovative move…
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India is slowly becoming a superpower in computers. According to a 2019 ranking, India is ranked 17th globally when it comes to applications and developments in supercomputers. India is definitely progressing towards being one of the biggest players in the field and this month, 10 institutes from Gujarat announced that they are planning to equip…
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When we consider Machine Learning as a professional skill, it ultimately comes down to the choice of using the right algorithms, packages and libraries and, there are many. Speaking extensively of packages, there are many popular choices to choose from – TensorFlow, Theano, Keras, PyTorch etc. We will focus on PyTorch for now. Developed by…
The post Guide To Build Your First Convolutional Neural Network with PyTorch appeared first on Analytics India Magazine.
Deep Learning has sparked a renaissance in AI computing world, fuelled by the industry’s need to improve ML accuracy and performance rapidly. In spite of the accelerated innovation in the field of machine learning, a lack of consensus on benchmarking models still pose a major problem to the community. Enabling fair and useful benchmarking of…
The post Why Are Baidu, Google, Harvard And Stanford Collaborating For This ML Benchmark? appeared first on Analytics India Magazine.
In an attempt to raise India’s bar in AI in health, the Union Health Ministry is working towards using Artificial Intelligence in a safe and effective way in public health. In an attempt to address the gaps in India’s healthcare system, Union Health Minister Harsh Vardhan said in the Lok Sabha that the central government…
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Analytics India Magazine has compiled a list of the top 10 most prominent analytics and data science academicians in India for the year 2019. In this annual list, we bring the academicians who have made a difference in the young analytics and data science professionals by offering exceptional guidance, delivering insightful sessions and out-of-the-box teaching…
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Image Source: Twitter With cutting-edge technology, almost all the organisations are engaged in the rat-race to be at the same pace with the emerging technologies. Since data visualisation is portraying a crucial role in analysing data for a few years now. Tableau has gained popularity as the leading data visualisation platform and with the new…
The post Inside Tableau’s New AI Feature — Explain Data appeared first on Analytics India Magazine.
Over the years the number of cyber-attacks has increased significantly, and to stay safe, organisations across the world are embracing some of the most sophisticated strategies and tools. However, it’s not just the companies that are making the most out of technology advancements, hackers have also started to come up with strategies that can be…
The post What Is Island Hopping Attack And How To Defend Your Organisation From It appeared first on Analytics India Magazine.