Tag: TensorFlow

Feed: Featured Blog Posts - Data Science Central. Author: Luis. The Time-Series ecosystem Time-series analysis has been studied for more than a hundred years, however, the extraordinary growth of data available from numerous sources and more frequent growth of data alongside the growth of computer power (GPU & Multicore) makes the analysis of large-scale time-series data possible today in a way that was not previously practical. The use of time-series data has been traditionally linked to sectors where time is not just a metric but a primary axis, such as in finance, Industrial IoT, and energy. However, in the last ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: akash. Increased consumption of data, more powerful computing, and the strong inclination towards data-driven decisions in business have made data science a crucial part of today's business environment. According to IBM, there is a huge demand for data scientists and data analysts in the present time. Python and R are the two most popular tools for programming for data science. Python and R both are open-source and free and were developed back in the early 1990s. For practitioners of machine learning and data science, these two tools are absolutely essential. While ... Read More

Feed: R-bloggers. Author: R on OSM. [This article was first published on R on OSM, 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. We start a new series on neural networks and deep learning. Neural networks and their use in finance are not new. But are still only a fraction of the research output. A recent Google scholar search found only 6% of the articles on stock price price forecasting discussed neural networks ... Read More

Feed: The Internet of Things on AWS – Official Blog. Author: Avi Negrin. Embedded World 2021 is almost here! Embedded World is the place for all things embedded-system technologies and distributed intelligence. This year’s exhibition and conference will be entirely digital, running the week of March 1-5, 2021. In this blog post, we share sessions you won’t want to miss from AWS experts and our AWS Partners as we dive deep to showcase how device software, edge computing, and emerging technologies will shape IoT solutions we rely on every day. How might you spend your days at Embedded World this ... Read More

Feed: R-bloggers. Author: Dario Radečić. Deep Learning in R – MNIST Classifier with Keras In a day and age where everyone seems to know how to solve at least basic deep learning tasks with Python, one question arises: How does R fit into the whole deep learning picture? You don’t need deep learning algorithms to solve basic image classification tasks. Here’s how to classify handwritten digits with R and Random Forests. Here is some good news for R fans – both Tensorflow and Keras libraries are available to you, and they’re easy to configure. Today you’ll learn how to solve a well-known ... Read More

Feed: Big Data Made Simple. Author: Chris. Data science has become one of the best paid and popular categories for professionals. As many companies use applied scientific data in their businesses, professional, scientific knowledge is rising. If you are thinking of going this science route or remaining an expert in scientific information, here is a list of books.Public interest in data science has increased. A fairly difficult field is now a common theme in the news, politics, international law, and social media data. Data literacy is becoming a most desired skill across industries, and consumers feed data points into huge ... Read More

Feed: R-bloggers. Author: Sigrid Keydana. [This article was first published on RStudio AI 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. Thank you everyone who participated in our first mlverse survey! Wait: What even is the mlverse? The mlverse originated as an abbreviation of multiverse, which, on its part, came into being as an intended allusion to the well-known tidyverse. As such, although mlverse software aims for seamless interoperability with the tidyverse, ... Read More

Feed: Big Data Made Simple. Author: Harikrishna Kundariya. The popularity of Python has remarkably increased in recent years. It offers a wide range of benefits to various sectors and industries. Among these fields, it has majorly benefited data science projects. Today, many entrepreneurs intend to incorporate Machine Learning-oriented systems into their existing products. For this purpose, the first choice of a programming language is Python.It is because Python is capable of aiding a wide array of machine learning solutions that helps in building high-quality models, incorporate them into construction, and get quick outputs. Besides this, companies develop a majority of ... Read More

Feed: R-bloggers. Author: Tinniam V Ganesh. “Would you tell me, please, which way I ought to go from here?”“That depends a good deal on where you want to get to.”“I don’t much care where –”“Then it doesn’t matter which way you go.”                              Lewis Carroll, Alice in Wonderland This latest version of GooglyPlusPlus2021 has the following updates – brand new strategy and algorithm for ranking T20 players in any format (IPL, BBL, NTB, PSL etc.) – integrates the Caribbean Premier League T20 into the app – includes the ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Sandipan Dey. In this blog post, I shall discuss on a few NLP techniques with Bangla language, demonstrate how to train a word2vec model with Bangla wiki corpus with tensorflow, and explore how to visualize the semantic similarity between words using t-SNE. Once done, the article will focus on how to train a character / word LSTM on selected Tagore’s songs to generate songs like Tagore with keras. Once that's accomplished, we shall create sentiment analysis dataset by crawling the daily astrological prediction pages of a leading Bangla newspaper and manually ... Read More