Author Archives: 365Data Science

Batch normalization is a technique for training very deep neural networks that normalizes the contributions to a layer for every mini batch. Originally from KDnuggets https://ift.tt/2DJPwSO source https://365datascience.weebly.com/the-best-data-science-blog-2020/batch-normalization-in-deep-neural-networks

Batch normalization is a technique for training very deep neural networks that normalizes the contributions to a layer for every mini batch. Originally from KDnuggets https://ift.tt/2DJPwSO source https://365datascience.weebly.com/the-best-data-science-blog-2020/batch-normalization-in-deep-neural-networks

This article demonstrates the approach of how to use Spark on Kubernetes. It also includes a brief comparison between various cluster managers available for Spark. Originally from KDnuggets https://ift.tt/2C20N0m source https://365datascience.weebly.com/the-best-data-science-blog-2020/containerization-of-pyspark-using-kubernetes

Hello folks, greetings. So, maybe you are thinking what’s so hard in precision and recall? Why just another article on this topic? Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/understanding-and-remembering-precision-and-recall-e3261a1f487c?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/understanding-and-remembering-precision-and-recall

With businesses going online now, the demand for web scraping is on the rise. Here, in this article, I talk about the benefits of using… Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/how-is-ai-driven-web-scraping-beneficial-for-your-business-13d0294cca4d?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-is-ai-driven-web-scraping-beneficial-for-your-business

Source (Field Autonomous Rover Machinery-Smart Irrigation System) India is an intensive agriculture country. Agriculture, in its various forms, makes up to about 58% of people’s primary livelihood source in India. More than 70% of all rural population in India is directly, or indirectly depending on agriculture for its income. And therefore, agriculture has a significantContinue reading “FARM-SIS”

Classification, as a predictive model, involves aligning each class label to examples. Algorithms designed for binary classification cannot be applied to multi-class classification problems. For such situations, heuristic methods come in handy. Originally from KDnuggets https://ift.tt/2XzJlb6 source https://365datascience.weebly.com/the-best-data-science-blog-2020/essential-data-science-tips-how-to-use-one-vs-rest-and-one-vs-one-for-multi-class-classification

It’s important to understand which metric should be used to evaluate trained object detectors and which one is more important. Is mAP alone enough to evaluate the objector models? Can the same metric be used to evaluate object detectors on validation set and test set? Originally from KDnuggets https://ift.tt/30xacGC source https://365datascience.weebly.com/the-best-data-science-blog-2020/metrics-to-use-to-evaluate-deep-learning-object-detectors

Also: Why You Should Get Google’s New Machine Learning Certificate; A Tour of End-to-End Machine Learning Platforms; Want to become a #DataAnalyst, #DataScientist or #DataEngineer? Learn #SQL, and other insights from ~9K job postings; Left for Dead, R #rstats Surges Again Originally from KDnuggets https://ift.tt/3fy7x3I source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-kdnuggets-tweets-jul-29-aug-04-awesome-machine-learning-and-ai-courses

Take part in the latest KDnuggets poll, and share your insights with the community. Which Data Science skills do you currently possess, and which are you looking forward to add or improve upon? Vote now! Originally from KDnuggets https://ift.tt/3fxIT3t source https://365datascience.weebly.com/the-best-data-science-blog-2020/which-data-science-skills-are-core-and-which-are-hotemerging-ones