Category Archives: Data Science News

At Uber, where ML is fundamental to most products, a mechanism to manage offline experiments easily is needed to improve developer velocity. To solve for this, Uber AI was looking for a solution that will potentially complement and extend its in-house experiment management and collaboration capabilities. Originally from KDnuggets https://ift.tt/3emyKrz source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-uber-manages-machine-learning-experiments-with-cometml

Learn how to implement an API based on FastAPI and spaCy for Named Entity Recognition (NER), and see why the author used FastAPI to quickly build a fast and robust machine learning API. Originally from KDnuggets https://ift.tt/3dBe93O source https://365datascience.weebly.com/the-best-data-science-blog-2020/production-ready-machine-learning-nlp-api-with-fastapi-and-spacy

The success of your Intelligent Automation strategy depends on your ability to extract necessary data from paper-based documents such as contracts, manuscripts, books, invoices, receipts, etc., and convert it into machine-readable text. Unless you want a manual data entry bottleneck in front of your whole automation process, step one of your automation strategy should includeContinue reading “How AI Is Disruptive Innovation For OCR”

AI Transforms Mortgage Industry — Automate Document Processing A decade ago the volume-heavy, error-prone and sluggish business processes of mortgage companies that take up considerable human labor were still struggling to find a direction with the technological transformation. Automation has finally kicked in for the Industry. Not only have the mortgage companies become more efficient, but theContinue reading “AI Transforms Mortgage IndustryAutomate Document Processing”

Optical Character Recognition (OCR) tools have come a long way since their introduction in the early 1990s. The ability to convert different types of documents such as PDFs, files, or images into editable and easy-to-store formats has made corporate tasks effortless. Not only this, it’s the ability to decipher a variety of languages and symbolsContinue reading “Why Is Intelligent Data Capture Much Bigger Than OCR?”

Statistics is a building block of data science. If you are working or plan to work in this field, then you will encounter the fundamental concepts reviewed for you here. Certainly, there is much more to learn in statistics, but once you understand these basics, then you can steadily build your way up to advancedContinue reading “10 Must-Know Statistical Concepts for Data Scientists”

PyCaret is an alternate low-code library that can be used to replace hundreds of lines of code with few lines only. See how to use PyCaret’s Regression Module for Time Series Forecasting. Originally from KDnuggets https://ift.tt/3v450Xp source https://365datascience.weebly.com/the-best-data-science-blog-2020/time-series-forecasting-with-pycaret-regression-module

The Most In-Demand Skills for Data Scientists in 2021; How to organize your data science project; You may have heard about Simpson’s paradox, but do you know the other 2? Read Top 3 Statistical Paradoxes in Data Science; ETL in the Cloud; Data Profession Job Satisfaction: Beware Of The Drop; and more. Originally from KDnuggetsContinue reading “KDnuggets News 21:n15 Apr 21: The Most In-Demand Skills for Data Scientists in 2021; How to organize your data science project”

Whether you are getting started with Data Science / Machine Learning or are an experienced professional looking to learn something new, check out these top 10 data science courses for 2021. Originally from KDnuggets https://ift.tt/3gmEcNX source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-10-data-science-courses-to-take-in-2021

Read this overview of using Tableau for sale data analysis, and see how visualization can help tell the business story. Originally from KDnuggets https://ift.tt/3n5SIuY source https://365datascience.weebly.com/the-best-data-science-blog-2020/data-analysis-using-tableau