Hands on Machine Learning with Scikit Learn, Keras and Tensorflow by Aurelien Geron is arguably one of the most popular books with people who are planning to step into the field of Machine Learning and Deep Learning while also being informative enough for people who have been in the field for some time. Two editions …
System Design Interviews are known and widely feared for their vague and open-ended question without having a right or wrong solution. The scope of the interview is also greatly varying from High-Level Design(HLD) Interview to Low-Level Design(LLD). While System Design Interviews form a very important part of the overall interview process and help in accessing …
3 Books to Prepare yourself for System Design Interviews Read More »
Backpropagation has been the gold standard for updating the weights of Neural Networks and optimizing them since, well forever. Google has recently introduced a new framework, which they call LocoProp for optimizing deep neural networks more efficiently. LocoProp re-conceives Neural Networks as a Modular Composition of Layers and decomposes Neural Networks into separate layers with …
Quantum Computing has been gaining a lot of traction in recent years with many big tech companies and several startups having a roadmap for several thousand Qubit Quantum Computers by the end of the decade. Quantum Computers hold the promise to solve problems even the most sophisticated supercomputers of today cannot solve. Applications include, but …
IBM Announces the Qiskit Quantum Explorers Program Read More »
Microsoft Research, the research subsidiary of Microsoft has announced AI4Science. AI4Science will consist of a global team of machine learning, quantum physics, computational chemistry, molecular biology, fluid dynamics, and software engineering experts working to tackle important societal challenges. Microsoft Research announces AI4Science, a new global team of machine learning, quantum physics, computational chemistry, molecular biology, …
Microsoft Research announces AI4Science to tackle Societal Challenges Read More »
Youtube has announced the launch of its Research Program. This program is for academic researchers interested in using YouTube’s global Data API for their research projects. With this program, YouTube aims at equipping researchers from around the world with data, tools, and support to advance the public’s understanding of the Youtube platform and its impact. About …
The previous decade saw an exponential rise in the capabilities and advancement of Intelligent Systems, especially Deep Learning. This rise is commonly attributed to increased availability of data, faster computation(by the use of hardware accelerators), and advancements in the algorithms for training Deep Learning models. However, along with an increase in capabilities of the state-of-the-art …
Generative Adversarial Networks or GANs took the world by storm when they were first presented in 2014. The world is still in awe of the achievements and capabilities of Generative Adversarial Networks. Ian Goodfellow rose to fame as the ‘inventor of Generative Adversarial Networks(or as they are commonly known as – GANs)’. He is also …
Ian Goodfellow, the inventor of Generative Adversarial Networks moves to DeepMind Read More »
Quantum Computing is one of the fastest advancing and most promising fields of technology in 2022. Quantum Computing is expended to have major breakthroughs by the end of the decade and many technology companies have been working on Quantum Computing to benefit from the advances in the field. The Quantum Summer Symposium (QSS) is Google Quantum AI’s …
Google brings back Quantum Summer Symposium for 2022 Read More »
The Indian Regional Navigation Satellite System, with an operational name of NavIC, otherwise also known as ‘GPS of India’, is an autonomous regional satellite navigation system that provides accurate real-time positioning and timing services. It covers India and a region extending 1,500 km around it, with plans for further extension. Startup India has launched the …
NavIC Grand Challenge by Startup India has grant worth INR 6.5 Crore for distribution Read More »