Category Archives: Data Science News

So much happened in the world during 2020 that it may have been easy to miss the great progress in the world of AI. To catch you up quickly, check out this curated list of the latest breakthroughs in AI by release date, along with a video explanation, link to an in-depth article, and code.Continue reading “2020: A Year Full of Amazing AI Papers A Review”

Why data catalogs aren’t meeting the needs of the modern data stack, and how a new approach – data discovery – is needed to better facilitate metadata management and data reliability. Originally from KDnuggets https://ift.tt/3psaoAB source https://365datascience.weebly.com/the-best-data-science-blog-2020/data-catalogs-are-dead-long-live-data-discovery

A famous Casino-inspired trick for data science, statistics, and all of science. How to do it in Python? Originally from KDnuggets https://ift.tt/3hswyAh source https://365datascience.weebly.com/the-best-data-science-blog-2020/monte-carlo-integration-in-python

Machine learning models deployed today — as will many more in the future — impact people and society directly. With that power and influence resting in the hands of Data Scientists and machine learning engineers, taking the time to evaluate and understand if model results are fair will become the linchpin for the future successContinue reading “How to easily check if your Machine Learning model is fair?”

Amalgamation or advances of computer vision with different technologies will dominate the year 2021. Here are top 9 Computer Vision trends that will dominate the Industry in 2021. Originally from KDnuggets https://ift.tt/2KQiWT9 source https://365datascience.weebly.com/the-best-data-science-blog-2020/9-computer-vision-trends-that-will-dominate-the-industry-in-2021

People assume that NoSQL is a counterpart to SQL. Instead, it’s a different type of database designed for use-cases where SQL is not ideal. The differences between the two are many, although some are so crucial that they define both databases at their cores. Originally from KDnuggets https://ift.tt/3rnSEIq source https://365datascience.weebly.com/the-best-data-science-blog-2020/sql-vs-nosql-7-key-takeaways

Machine Learning — How machines learn like other life forms. This article will help you understand what is Machine Learning (ML) and why it is called Machine Learning, and how it resembles with how other living creatures learn and evolve right from their birth. Let’s see below: Machine Learning is an art of teaching computers or letting them learnContinue reading “Machine LearningHow machines learn like other life forms.”

Automated Machine Learning, or AutoML, tries hundreds or even thousands of different ML pipelines to deliver models that often beat the experts and win competitions. But, is this the ultimate goal? Can a model developed with this approach be trusted without guarantees of predictive performance? The issue of overfitting must be closely considered because theseContinue reading “Can you trust AutoML?”

XGBoost is a tree based ensemble machine learning algorithm which is a scalable machine learning system for tree boosting. Read more for an overview of the parameters that make it work, and when you would use the algorithm. Originally from KDnuggets https://ift.tt/38skniJ source https://365datascience.weebly.com/the-best-data-science-blog-2020/xgboost-what-it-is-and-when-to-use-it

In this last issue of the year learn how to crack SQL interviews, find why and how of MLOps, check top online courses Data Science, and read the predictions for AI, Data Science, and Machine Learning from our panel of experts and a group of innovative companies. Originally from KDnuggets https://ift.tt/2JdFT1Y source https://365datascience.weebly.com/the-best-data-science-blog-2020/kdnuggets-news-20n48-dec-23-crack-sql-interviews-mlops-why-and-how-2021-ai-data-science-ml-predictions