Category Archives: Data Science News

Today, cloud data storage accounts for 45% of all enterprise data and by Q2 2021, that number could grow to 53%. Now is the time to embrace cloud than now. Originally from KDnuggets https://ift.tt/2K8jZxJ source https://365datascience.weebly.com/the-best-data-science-blog-2020/cloud-data-warehouse-is-the-future-of-data-storage

Also: DeepMind’s MuZero is One of the Most Important Deep Learning Systems Ever Created; 10 Underappreciated Python Packages for Machine Learning Practitioners; Six Tips on Building a Data Science Team at a Small Company Originally from KDnuggets https://ift.tt/38z9IUz source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-stories-jan-04-10-best-python-ides-and-code-editors-you-should-know-all-machine-learning-algorithms-you-should-know-in-2021

The sixth tool is coffee. Originally from KDnuggets https://ift.tt/35vtUVD source https://365datascience.weebly.com/the-best-data-science-blog-2020/5-tools-for-effortless-data-science

Generating Area Importance Heatmaps with Occlusions Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/cnn-explainer-interpreting-convolutional-neural-networks-1-n-e81c62cbb660?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/cnn-explainer-interpreting-convolutional-neural-networks-1n

In general, linear regression is an approach to modelling the relationship between a dependent variable and independent variables. Linear regression is also consider as next step up after correlation. It is function to predict the dependent value of the output variable based on the value of another independent variable. Univariate and multivariate regression represent twoContinue reading “Univariate Linear Regression with mathematics in Python”

Voice acting is an integral component of modern video games, effectively providing much realism and immersiveness. This comes at a cost, however, as tinkerers (modders) don’t have access to the original professional voice actors used in the games’ creation processes. This usually means user generated content suffers from a lack of voiced characters, or oftenContinue reading “Generating neural speech synthesis voice acting using xVASynth”

Attention is a powerful mechanism developed to enhance the performance of the Encoder-Decoder architecture on neural network-based machine translation tasks. Learn more about how this process works and how to implement the approach into your work. Originally from KDnuggets https://ift.tt/3i3hNnt source https://365datascience.weebly.com/the-best-data-science-blog-2020/attention-mechanism-in-deep-learning-explained

OpenAI has released two new transformer architectures that combine image and language tasks in an fun and almost magical way. Read more about them here. Originally from KDnuggets https://ift.tt/39nxfXI source https://365datascience.weebly.com/the-best-data-science-blog-2020/openai-releases-two-transformer-models-that-magically-link-language-and-computer-vision

Lots of articles out there are talking about how not to overfit. Now let’s discuss about it the other way around. How overfitted model looks like. Source: https://id.wikipedia.org/wiki/Overfitting According to Andrew Ng’s Machine Learning Yearning book, there are several things that might affect the variance (a.k.a. overfitting rate, or the difference between training and testing accuracy)Continue reading “How to Overfit Your Model”

Today, emerging technologies have transformed nearly every aspect of human lives. The Healthcare industry has also been revolutionized by the emergence of healthcare software in the market. Healthcare software streamlines healthcare delivery and accelerates the process and helps healthcare providers manage and perform their work more efficiently. The global healthcare software development market is alreadyContinue reading “What are the benefits of Healthcare Software Development?”