Author Archives: Shraddha Goled - Page 32
Advances in machine learning and data science have led to the creation of new branches. The new specialisations are often rooted in the same basic principles and have overlapping functionalities. For example, MLOps and DevOps. In this article, we discuss why the two are different and cannot be used interchangeably. DevOps: Development + operations DevOps…
The post MLOps Vs DevOps: A Comparative Analysis appeared first on Analytics India Magazine.
The Linux Foundation has announced the release of the new license agreement, CDLA-Permissive-2.0. It’s a short, simple, and broad agreement to enable wider and more open use of data, particularly with respect to artificial intelligence and machine learning models. IBM and Microsoft have already made their datasets available under CDLA-Permissive 2.0. CDLA-Permissive 2.0 In October…
The post The Linux Foundation Launches New License Agreement For Open-Source Datasets appeared first on Analytics India Magazine.
In distributed training, the workload is shared between mini processors called the worker nodes. The nodes run in parallel to speed up the model training. Traditionally, distributed training has been used for machine learning models. But of late, it’s making inroads into compute-intensive tasks such as deep learning to train deep neural networks. Below, we…
The post Top Distributed Training Frameworks In 2021 appeared first on Analytics India Magazine.
Google researcher Gaurav Menghani proposed a method to make ‘deep learning models smaller, faster, and better.
The post How To Build Smaller, Faster, Better Deep Learning Models appeared first on Analytics India Magazine.
“We are in bad shape when it comes to transportation. We have these metallic objects travelling really quickly with really high kinetic energy. We are putting meat in the control system; it is quite undesirable. It fundamentally comes down to people not being too good at driving. They get into a lot of trouble,” said…
The post Tesla’s Karpathy On The Tech Behind Its Autopilot Project appeared first on Analytics India Magazine.
Top 7 Quotes By John McAfee
John McAfee, who lived a turbulent life, had no filters.
The post Top 7 Quotes By John McAfee appeared first on Analytics India Magazine.
The students who successfully complete the course will receive cash awards
The post IIIT Hyderabad Launches Online Course In Modern Machine Learning appeared first on Analytics India Magazine.
Such industry-academia partnerships are key to boosting the impact of research.
The post IISc & IBM Launch New Hybrid Cloud Lab In Bengaluru appeared first on Analytics India Magazine.
In 2017, Google researchers announced Transformers to the world in a NIPS paper titled “Attention is All You Need”. The self-attention mechanism-based novel neural network architecture has since been used in several NLP applications, GPT-3 being a good case in point. Transformers–thanks to their ability to integrate information over long time horizons and scale to…
The post How Transformers Are Making Headway In Reinforcement Learning appeared first on Analytics India Magazine.
NVIDIA designed GeForce 256, a chip company widely marketed as the ‘world’s first GPU’, in 1999. The single-chip processor with an integrated transform, lighting, and rendering engine could process a minimum of 10 million polygons per second. Since then, the researchers and scientists have leveraged the floating point performance of GeForce 256 for general-purpose computing.…
The post Is CUDA NVIDIA’s Competitive Moat? appeared first on Analytics India Magazine.