Category Archives: Data Science News

Data bias in machine learning is a type of error in which certain elements of a dataset are more heavily weighted and/or represented than others. A biased dataset does not accurately represent a model’s use case, resulting in skewed outcomes, low accuracy levels, and analytical errors. In general, training data for machine learning projects hasContinue reading “7 Types of Data Bias in Machine Learning”

Source It is an era where ‘data is the new oil’, artificial intelligence (AI) has proven to be an indispensable part of the fight against COVID — the global pandemic. AI is being used from research to healthcare to agriculture, while it is also an effective tool that supports efficient remote communication, enables telemedicine, and protect foodContinue reading “How AI Is Proving Helpful in Mitigating Coronavirus Pandemic”

Data science is an attractive field because not only is it lucrative, but you can have opportunities to work on interesting projects, and you’re always learning new things. If you’re trying to get started from the ground up, then review this guide to prepare for the interview essentials. Originally from KDnuggets https://ift.tt/3gMrqWt source https://365datascience.weebly.com/the-best-data-science-blog-2020/data-science-internship-interview-questions

This article presents 10 use-cases for synthetic data, showing how enterprises today can use this artificially generated information to train machine learning models or share data externally without violating individuals’ privacy. Originally from KDnuggets https://ift.tt/3kxWxah source https://365datascience.weebly.com/the-best-data-science-blog-2020/10-use-cases-for-privacy-preserving-synthetic-data

The HOSTKEY GPU Grant Program is open to specialists and professionals in the Data Science sector performing research or other projects centered on innovative uses of GPU processing and which will glean practical results in the field of Data Science, with the objective of supporting basic scientific research and prospective startups. Originally from KDnuggets https://ift.tt/2DxwG1QContinue reading “HOSTKEY GPU Grant Program”

GPT-3 is the largest natural language processing (NLP) transformer released to date, eclipsing the previous record, Microsoft Research’s Turing-NLG at 17B parameters, by about 10 times. This has resulted in an explosion of demos: some good, some bad, all interesting. Originally from KDnuggets https://ift.tt/33P7Fd1 source https://365datascience.weebly.com/the-best-data-science-blog-2020/exploring-gpt-3-a-new-breakthrough-in-language-generation

A tweet by Sharif Shameem about an experiment he did with the GPT-3: Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/gpt-3-a-mind-blowing-tool-and-next-revolution-in-artificial-intelligence-27f448c0a9e3?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/gpt-3-a-mind-blowing-tool-and-next-revolution-in-artificial-intelligence

Microsoft Azure Machine Learning x Udacity — Lesson 3 Notes Detailed Notes for Machine Learning Foundation Course by Microsoft Azure & Udacity, 2020 on Lesson 3 — Model Training This lesson is about how to prepare data and transform it into trained machine learning models. This lesson will also introduce you to ensemble learning and automated machine learning. Data Import &Continue reading “Microsoft Azure Machine Learning x UdacityLesson 3 Notes”

Source This short post highlights the structural nuances between popular normalization techniques employed while training deep neural networks. I am hoping that a quick 2 minute glance at this would refresh my memory on the concept, sometime, in the not so distant future. Let us establish some notations, that will make the rest of the content,Continue reading “Batch Normalization Instance Normalization Layer Normalization: Structural Nuances”