Tag: Deep Learning

Feed: Microsoft Azure Blog. Author: Chaitanya Bangur. Genomics is foundational to the development of targeted therapeutics and precision medicine. Advances in DNA sequencing technologies has driven a revolution in genomics-based research and is helping facilitate better understanding of human biology and disease conditions. This expanded knowledge is leading to the proliferation of personalized medicine strategies to prevent, diagnose, and treat diseases. The trend will continue to accelerate in the coming decade as use of genomics information becomes central to clinical decision support and healthcare delivery. Sequencing genomes at the population level will be required to decipher the genomic fingerprint of ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Tetiana Mykhailyk. Artificial Intelligence (AI) seems to be seeping into every aspect of our life with AI-powered solutions positively changing tech and trade, healthcare, education and even our personal everyday life. On the daily, we are challenging the usual order of things by automating the mundane routine work and having smart devices assist us with our tasks. The shift to smart technologies and intelligent workspaces goes even beyond that. Business giants across industries have recognized the limitless possibilities brought on by the innovative technologies and leverage artificial intelligence services to transform the way they work ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Siddhaling Urolagin. Machine Learning and Artificial Intelligence for Business Recovery after COVID 19 Currently, the world is facing the most challenging time and going through economic turmoil. One of the important priorities of many companies is to recover quickly from the current scenario and be operational as quickly as possible. The coronavirus has impacted many companies and this economic hit is very fast throughout the world. Companies around the globe are looking for stabilizing their business and the recovery. According to the Organization for Economic Co-operation and Development of the reports ... Read More

Feed: Recent Announcements. These instances deliver up to 30% higher throughput and up to 45% lower cost per inference than the lowest cost GPU based instances and are ideal for applications such as image recognition, natural language processing, personalization and anomaly detection.   The easiest and quickest way to get started with Inf1 instances is via Amazon SageMaker, a fully managed service for building, training, and deploy machine learning models. Developers who prefer to manage their own machine learning application development platforms, can get started by either launching Inf1 instances with AWS Deep Learning AMIs, which include the Neuron SDK, ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Sharmistha Chatterjee. Importance of C++ in Data Science and Big Data Introduction and Motivation – Why C++ C++ is ideal for dynamic load balancing, adaptive caching, and developing large big data frameworks, and libraries. Google’s MapReduce, MongoDB, most of the deep learning libraries listed below have been implemented using C++. Scylla known for its ultra-low latency and extremely high throughput is coded using C++ acts as a replacement to Apache Cassandra and Amazon DynamoDB. With some of the unique advantages of C++ as a programming language, (including memory management, performance characteristics, and systems programming), it definitely serves as one of the most efficient tools for developing fast scalable Data Science and Big Data libraries. Further, Julia (a compiled and interactive language – ... Read More

Feed: Teradata Blog. Gartner recently published this year’s Digital Marketing Hype Cycle, 2020 with “Customer Journey Analytics” and “Real-Time Marketing” both at the Peak of Inflated Expectations.  Inevitably, these two CX use cases will move into the Trough of Disillusionment as impatience for results and failure to deliver expected financial returns set in. This blog profiles early adopters for both Customer Journey Analytics and Real-Time Marketing who overcame initial hurdles and realized superior business outcomes.  By learning from these pioneers, you can reduce risk and accelerate value for your digital marketing initiatives.  Real-Time Marketing The relevancy and fit of offers ... Read More

Feed: SAS Blogs. Author: Andrea Deinert. Gespräch mit Hans-Peter Zorn, AI-Influencer und Praktiker zugleich, der die Akademie und die Praxis zusammenbringt. Heute gehe es um die kleinen Entwicklungen. So neu sei das alles gar nicht. Viel heiße Luft um nichts Dolles. Und so freut Zorn der Hype um KI. Er werfe ein helles Licht auf sie und ihre Forschungen.  Um diesen Mann kennenzulernen, kann man ihm auf Twitter folgen und seiner Community von mehr als 11.000 Mitgliedern beitreten (@data_hpz). Oder man geht die Abkürzung und fragt nach, ob er sich kurz zusammenfassen könnte. Freundlich wie er ist, tut er das ... Read More

Feed: R-bloggers. Author: Gary Hutson. Well, what can I say? It has been a blast over the past year and a half. In my time at the company I have managed to work on a number of fascinating projects, here is a list of just some of them:Data Science Platform – this has been the culmination of lots of machine learning projects, undertaken separately in R and Python, and has allowed for our Healthcare Data Science Platform to be developed. This, alongside skilled data scientists, data engineers and front end developers, we think we have developed something really specialClinical Outcome ... Read More

Feed: Recent Announcements. Amazon Lex is a service for building conversational interfaces into any application using voice and text. Amazon Lex provides deep learning powered automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions. With British English, you can deliver a robust and localized conversational experience that accurately understands the British accent. Amazon Lex also provides pre-defined slots that are localized to capture information such as common names and cities found in England ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Kate Shao. As its name suggests, searching for videos by image is the process of retrieving from the repository videos containing similar frames to the input image. One of the key steps is to turn videos into embeddings, which is to say, extract the key frames and convert their features to vectors. Now, some curious readers might wonder what the difference is between searching for video by image and searching for an image by image? In fact, searching for the key frames in videos is equivalent to searching for an image by ... Read More