Tag: Anaconda

Feed: Journey to AI Blog; Author: Michael Grant; Using open source packages and libraries during the development stage for artificial intelligence and machine learning (AI/ML) models can enable data scientists to capitalize on the latest innovations. But these packages and libraries also pose security and governance challenges for enterprises. Given the excitement and growth in data science and AI, companies around the world have been developing AI/ML models on a large scale over the past few years. However, the reality is that many of these models never make it to production. Ultimately, this is because of difficult requirements, such as ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Kedar Supekar. Data science platform market is estimated to rise with a CAGR of 31.1% by generating a revenue of $224.3 billion by 2026. Asia-Pacific holds the highest growth rate, expecting to reach $80.3 billion during the forecast period. Data science is the preparation, extraction, visualization, and maintenance of information. Data science uses scientific methods and processes to draw the outcomes from the data. With the help of data science tools and practices one can recognize the data patterns. The person dealing with data science tools and practices uses meaningful insights from the data to ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Kedar Supekar. Data science is study of data that involves emerging methods of recording, storing and analyzing the data, to easily extract the needed information to take the necessary decisions for business. The phrase ‘Data Science Platform’ can be described as a software including a variety of technologies for advanced analytics uses and machine learning. It allows data scientists within a single environment to discover actionable insights from data, plan a strategy, and also in communicating the collected insights throughout an enterprise. As data science projects involve a number of different ... Read More

Feed: R-bloggers. Author: tomaztsql. [This article was first published on R – TomazTsql, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Series of Azure Databricks posts: Yesterday we connected the Azure Machine Learning services and Azure Databricks workspace for tracking and monitoring experiments and models in Azure Machine Learning. Today we will connect on premise development environment (R or Python) with resources in Azure Databricks. With other words, we will have running code ... Read More

Feed: R-bloggers. Author: George Mount. [This article was first published on George J. Mount, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Online conferences are getting to be a tough sell: the supply has exceeded the demand. It’s just so hard to make (and keep) the time for a conference when you’re sitting at home, and hard to know what’s quality. At the same time, the communities I belong to are some of the best things going for what I do. So, whither the gatherings? satRday Columbus, at least for me — and I hope you too. If you’re not familiar, satRdays are locally-organized events for the R programming community — similar to my beloved WordCamps for the WordPress community. Nobody’s working an angle ... Read More

Feed: R-bloggers. Author: Kevin Ushey. [This article was first published on RStudio Blog, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Last week, we introduced RStudio’s new visual markdown editor. Today, we’re excited to introduce some of the expanded support for Python in the next release of RStudio. Python Support The RStudio 1.4 release introduces a number of features that will further improve the Python editing experience in RStudio: The default Python interpreter ... Read More

Feed: R-bloggers. Author: Adel Nehme. Many organizations today are adopting data science practices as part of their digital transformation initiatives. However, most of them won’t reap the rewards of mining their data without a data strategy and a clear-cut blueprint for scaling data science within their organization. McKinsey found that only eight out of 1,000 companies undergoing digital transformation initiatives were able to scale data science beyond a few pilot projects.Furthermore, while most organizations understand the value of being data-driven, many organizations treat data science as a siloed centralized support function that works on requests from different teams. This is ... Read More

Feed: AWS Architecture Blog. Machine learning has existed for decades. Before the prevalence of doing machine learning with Python, many other languages such as Java, and C++ were used to build models. Refactoring legacy models in C++ or Java could be forbiddingly expensive and time consuming. Customers need to know how they can bring their legacy models in C++ to the cloud, so that they can run model inference faster and at a lower cost.Amazon SageMaker Processing is a new capability of Amazon SageMaker for running processing and model evaluation workloads with a fully managed experience. Amazon SageMaker Processing enables ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Rafael Knuth. "If you want to learn something well, explain it." Richard Feynman What is TensorFlow? Let's look it up on the TensorFlow.org page: "It's an end-to-end open-source machine learning platform for everyone." When TensorFlow version 2.0 came out in 2019, it was praised as a significant step towards the democratization of AI: "Now anyone can get their hands on the steering wheel!" When we sat down together to draft this article series, we asked ourselves: "Who is anyone?" We hardly believe it's literally anyone. As the NY Mag recently wrote: ... Read More

Feed: IBM Big Data & Analytics Hub - All Content; Author: sara-amuso; Blog Max Jaiswal is the enterprise data team lead at AIA Australia, a pan-Asian life insurance company with presence in 18 markets across the Asia-Pacific region. The 100-year-old firm is the largest life insurer in the world, and the largest company on the Hong Kong stock exchange, with assets of USD $ ... Read More