Mlearning.ai

JANUARY 26, 2023

It can be gradually “enriched” so the typical hierarchy of data is thus: Raw data ↓ Cleaned data ↓ Analysis-ready data ↓ Decision-ready data ↓ Decisions. For example, vector maps of roads of an area coming from different sources is the raw data. Licensing FAIR data for reuse. Ferreira, K.

AWS 98

AWS Database Data Science Clean Data 98

Towards AI

FEBRUARY 11, 2025

2020) Scaling Laws for Neural Language Models [link] First formal study documenting empirical scaling laws Published by OpenAI The Data Quality Conundrum Not all data is created equal. Why Technical Band-Aids Fail These solutions work until they dont.

Data Quality 59

Data Quality Data Engineer Data Engineering Data Engineering 59

AWS Machine Learning Blog

FEBRUARY 10, 2023

Feature engineering Game tracking data is captured at 10 frames per second, including the player location, speed, acceleration, and orientation. Quantitative evaluation We utilize 2018–2020 season data for model training and validation, and 2021 season data for model evaluation.

ML 100

ML ML Machine Learning Machine Learning 100

Alation

JULY 7, 2022

Starting in the summer of 2020, students began using Alation to learn how to work with data and communicate around it effectively. This year, there are more than 900 academic programs offering training in data science. LinkedIn’s 2020 Emerging Job Report lists Data Scientist at #3 with 37% annual growth.

Data Scientist 52

Data Scientist Data Analyst Analytics Analytics 52

Tableau

JULY 28, 2020

Ryan Cairnes Senior Manager, Product Management, Tableau Hannah Kuffner July 28, 2020 - 10:43pm March 20, 2023 Tableau Prep is a citizen data preparation tool that brings analytics to anyone, anywhere. With Prep, users can easily and quickly combine, shape, and clean data for analysis with just a few clicks.

Data Preparation 52

Data Preparation Tableau Database Clean Data 52

Tableau

JULY 28, 2020

Ryan Cairnes Senior Manager, Product Management, Tableau Hannah Kuffner July 28, 2020 - 10:43pm March 20, 2023 Tableau Prep is a citizen data preparation tool that brings analytics to anyone, anywhere. With Prep, users can easily and quickly combine, shape, and clean data for analysis with just a few clicks.

Data Preparation 52

Data Preparation Tableau Database Clean Data 52

learn data science

DECEMBER 30, 2020

We have released 5 big releases this year, and this is the 6th, the last drop in 2020! ? The main things are Performance, Prediction, Summary View’s Correlation Mode, Text Data Wrangling UI, and Summarize Table. Text Data Wrangling UI When cleaning data, the text data is the most notorious.

Data Wrangling 52

Data Wrangling Hypothesis Testing Analytics Analytics 52

Snorkel AI

JANUARY 16, 2024

We have papers from 2020 where we showed that these models hallucinate less than regular parametric models. But what folks generally underestimate, or just misunderstand, is that it’s not just generically good data. You need data that’s labeled and curated for your use case. That allows you to solve hallucination.

AI 52

AI Supervised Learning AI Algorithm 52

Snorkel AI

JANUARY 16, 2024

We have papers from 2020 where we showed that these models hallucinate less than regular parametric models. But what folks generally underestimate, or just misunderstand, is that it’s not just generically good data. You need data that’s labeled and curated for your use case. That allows you to solve hallucination.

Supervised Learning 52

Supervised Learning AI AI Algorithm 52