Smart Data Collective

OCTOBER 31, 2022

Fortunately, the first robo-advisors were created in 2008. The robo-advisor handled the actual investment process, using AI data analysis and automation to complete trades and react to market changes. Robo-advisors were a unique service that simplified investing for the masses.

AI 145

AI AI Artificial Intelligence Artificial Intelligence 145

Towards AI

FEBRUARY 9, 2024

The original dataset looks like this: My original CSV file showing the GPI for each country from 2008–2020 What is missing from… Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter. As a recent example, I was working with a UN dataset called the Global Peace Index (GPI).

Data Visualization 105

Data Visualization Data Preparation AI AI 105

Kaggle

APRIL 20, 2020

After the first 10 testing submissions, I realised that there was a concept drift happening between 2007 and 2008. To me, this probably means, the decision rules for grant applications were somehow changed during 2007 and 2008. What tools I used Software/Tools used for modelling and data analysis: Weka 3.7.1

Algorithm 61

Algorithm Data Mining Data Mining Data Mining 61

Machine Learning (Theory)

JULY 19, 2021

She received the MacArthur Foundation Fellowship in 2004, was awarded the ACM Prize in Computing in 2008, and was recognized as one of TIME Magazine’s 100 most influential people in 2012. Her group designs multiscale models, adaptive sampling approaches, and data analysis tools, and uses both data-driven methods and theoretical formulations.

ML 100

ML ML Machine Learning Machine Learning 100

Towards AI

MARCH 20, 2024

Knowledge graphs extend the capabilities of graph databases by incorporating mechanisms to infer and derive new knowledge from the existing graph data. This added expressiveness allows for more advanced data analysis and extraction of insights across the interconnected data points within the graph.

Database 117

Database Data Analysis Data Analysis Data Models 117

Towards AI

AUGUST 25, 2023

McKinney, Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython, 2nd ed., 2008 (2nd edition). Packt, ISBN: 978–1787125933, 2017. O’Reilly Media, ISBN: 978–1491957660, 2017. Klein, and E. Natural Language Processing with Python — Analyzing Text with the Natural Language Toolkit. Jurafsky and J.

Machine Learning 98

Machine Learning Machine Learning AI AI 98

O'Reilly Media

SEPTEMBER 19, 2023

Each time, the underlying implementation changed a bit while still staying true to the larger phenomenon of “Analyzing Data for Fun and Profit.” ” They weren’t quite sure what this “data” substance was, but they’d convinced themselves that they had tons of it that they could monetize.

Hadoop 134

Hadoop Algorithm ML ML 134

Alation

FEBRUARY 20, 2020

For those of us who champion the power of data, the past five years have been an incredible ride thanks to the rise of big data. These are the decoding skills that enable an individual to apply data analysis accurately to decision-making.

Big Data 52

Big Data Big Data Data Analysis Data Analysis 52

Mlearning.ai

MAY 15, 2023

Pandas is an open-source, python-based library used in data manipulation applications requiring high performance. The name is derived from “Panel Data” having multidimensional data. This was developed in 2008 by Wes McKinney and was developed for data analysis. Define pandas dataframe.

Python 52

Python ML ML Data Analysis 52

Tableau

DECEMBER 1, 2021

Four reference lines on the x-axis indicate key events in Tableau’s almost two-decade history: The first Tableau Conference in 2008. The first Tableau customer conference was in 2008. Tableau had its IPO at the NYSE with the ticker DATA in 2013. Computers and humans have asymmetric and synergistic data skills.

Tableau 145

Tableau ML ML Database 145

Tableau

DECEMBER 1, 2021

Four reference lines on the x-axis indicate key events in Tableau’s almost two-decade history: The first Tableau Conference in 2008. The first Tableau customer conference was in 2008. Tableau had its IPO at the NYSE with the ticker DATA in 2013. Computers and humans have asymmetric and synergistic data skills.

Tableau 98

Tableau ML ML Database 98

Dataconomy

MARCH 5, 2025

Data visualization: Creating dashboards and visual reports to clearly communicate findings to stakeholders. Job title history of data scientist The title “data scientist” gained prominence in 2008 when companies like Facebook and LinkedIn utilized it in corporate job descriptions.

Data Scientist 91

Data Scientist Citizen Data Scientist Exploratory Data Analysis Machine Learning 91

AWS Machine Learning Blog

NOVEMBER 18, 2024

Large language models (LLMs) can help uncover insights from structured data such as a relational database management system (RDBMS) by generating complex SQL queries from natural language questions, making data analysis accessible to users of all skill levels and empowering organizations to make data-driven decisions faster than ever before.

SQL 100

SQL Database AWS AI 100