Home > Resources > Videos > How to Prepare Data for Machine Learning and A.I.

How to Prepare Data for Machine Learning and A.I.

In this video, Alina discusses how to Prepare data for Machine Learning and AI. Artificial Intelligence is only powerful as the quality of the data collection, so it's important to prepare data for Machine learning correctly to ensure no data bias in the prediction models. We received a lot of questions about how much data someone needs to run a prediction model for a business, and how to avoid common mistakes in data collection for AI. The answer is you don't need big-data to run AI models and Machine learning models, it can be done with ‘medium-data’!

Spotlight

StratoDem Analytics

StratoDem is a Boston-based data science company using economics and demographics to inform strategy. With an unprecedented amount and quality of local data sets, we've created a next-generation analytics firm with the most predictive work of any local economic data provider in the market. We help clients understand whether target markets are likely to outperform or underperform or be more or less cyclical than comparable markets, turning data into higher return on invested capital.

OTHER VIDEOS

Understanding User Entity and Behavior Analytics (UEBA)

video | August 11, 2023

User Entity and Behavior Analytics (UEBA) is a cybersecurity technology and approach that focuses on analyzing the behavior of users and entities (such as devices, applications, and systems) within an organization's IT environment. By using advanced data analytics, machine learning algorithms, and artificial intelligence, UEBA aims to detect and prevent cyber threats by identifying anomalies, deviations, or patterns in user and entity activities that might indicate potential security risks....

Watch Now

How to Use Analytics in UX

video | August 14, 2023

Integrating analytics into UX work helps to make data-based decisions and focus efforts on projects with the most significant impact....

Watch Now

Forestat Global: Data and Analytics Spanning the Entire Forest Value Chain

video | July 28, 2023

The only business intelligence platform with data and analytics spanning the entire forest products value chain—from wood to biofuel. With a wealth of information and global coverage, Forestat Global helps decision-makers navigate the forest products-based market with confidence....

Watch Now

Modak Nabu: An Integrated Data Engineering Platform

video | July 28, 2023

Are you looking for a solution to break down data silos, democratize access, and unleash the true power of data within your enterprise? Check out how Modak has brought automation of the data life cycle within an organization leading toward innovation. Modak is a leading provider of data engineering solutions, empowering organizations to harness the power of their data with a focus on simplicity, automation, and scalability. Modak offers innovative products and services that streamline data processes and drive actionable insights....

Watch Now

Understanding User Entity and Behavior Analytics (UEBA)

video | August 11, 2023

User Entity and Behavior Analytics (UEBA) is a cybersecurity technology and approach that focuses on analyzing the behavior of users and entities (such as devices, applications, and systems) within an organization's IT environment. By using advanced data analytics, machine learning algorithms, and artificial intelligence, UEBA aims to detect and prevent cyber threats by identifying anomalies, deviations, or patterns in user and entity activities that might indicate potential security risks....

Watch Now

How to Use Analytics in UX

video | August 14, 2023

Integrating analytics into UX work helps to make data-based decisions and focus efforts on projects with the most significant impact....

Watch Now

Forestat Global: Data and Analytics Spanning the Entire Forest Value Chain

video | July 28, 2023

The only business intelligence platform with data and analytics spanning the entire forest products value chain—from wood to biofuel. With a wealth of information and global coverage, Forestat Global helps decision-makers navigate the forest products-based market with confidence....

Watch Now

Modak Nabu: An Integrated Data Engineering Platform

video | July 28, 2023

Are you looking for a solution to break down data silos, democratize access, and unleash the true power of data within your enterprise? Check out how Modak has brought automation of the data life cycle within an organization leading toward innovation. Modak is a leading provider of data engineering solutions, empowering organizations to harness the power of their data with a focus on simplicity, automation, and scalability. Modak offers innovative products and services that streamline data processes and drive actionable insights....

Watch Now
MORE VIDEOS

Spotlight

StratoDem Analytics

StratoDem is a Boston-based data science company using economics and demographics to inform strategy. With an unprecedented amount and quality of local data sets, we've created a next-generation analytics firm with the most predictive work of any local economic data provider in the market. We help clients understand whether target markets are likely to outperform or underperform or be more or less cyclical than comparable markets, turning data into higher return on invested capital.

Events