THE BIG DATA FRAMEWORK KNOWLEDGE BASE
At the Enterprise Big Data Framework Knowledge Base, you will be able to find a variety of resources related to Big Data, Analytics, Machine Learning and Artificial Intelligence.
At the Enterprise Big Data Framework Knowledge Base, we provide unbiased in-depth information about core concepts that are required for Big Data and Data Science. We have categorised each topic into specific knowledge domains. In every organisation, retrieving knowledge from data starts with knowledge.
The Enterprise Big Data Framework Knowledge Base aims to explain common industry terminology and answer frequently asked questions. The articles at the EBDF Knowledge Base have been composed by our experts, and originate from the content of the training courses that we provide.
Do you have a topic that you would like to see included in the Knowledge Base, or would you like to contribute any content as a guest author? Please feel free to contact us with your request.
The Data Retention Policy Explained
What is Data Retention? Data retention refers to the practice of storing data for a specified period of time before either deleting or archiving [...]
What is Data Literacy?
What is Data Literacy? Data literacy is the ability to understand and work with data. It includes a range of skills, including the ability [...]
What is Data Engineering?
What is Data Engineering? Data engineering is the process of designing, building, maintaining, and troubleshooting the infrastructure and systems that support the collection, storage, [...]
The difference between a Data Analyst and a Data Scientist
What is the difference between a Data Analyst and a Data Scientist? Data science and data analysis are two related but distinct fields that [...]
Designing a Big Data Organisation
Designing a Big Data Organisation By Sean Low | Hosted by Jan-Willem Middelburg Embedding Big Data in Enterprises is as much [...]
Common Algorithms in Big Data Analysis and Analytics Solutions
Common Algorithms in Big Data Analysis and Analytics Solutions By Dr. Ibrahim Kebbe | Hosted by Jan-Willem Middelburg Algorithms can perform [...]
Ground Breaking Automated Data Metrics & Reusable Technical Data Governance Pipeline Design
Ground Breaking Automated Data Metrics & Reusable Technical Data Governance Pipeline Design By Gary Cronin | Hosted by Jan-Willem Middelburg In [...]
Big Data as Competitive Strategy
Big Data as Competitive Strategy Ever since the rise of modern enterprise, information has been a key strategic asset. Organizations that have [...]
Business Drivers for Big Data
Business Drivers for Big Data Big Data emerged in the last decade from a combination of business needs and technology innovations. A [...]
Big Data Maturity Assessment
Big Data Maturity Assessment In order to systematically improve the capabilities of their Big Data organization, enterprises can conduct regular (typically annually) [...]
Working with the Big Data Framework
Working with the Big Data Framework In our previous article, we addressed some reasons why organizations should apply the Big Data Framework [...]
The Structure of the Big Data Framework
The Structure of the Big Data Framework The Big Data Framework is a structured approach that consists of six core capabilities that [...]
Why a Big Data Framework?
Why a Big Data Framework? Frameworks provide structure. The core objective of the Big Data Framework is to provide a structure for [...]
Machine Learning
Machine Learning The domains of Big Data and Machine Learning are very closely related and have become more interwoven in recent years. [...]
Artificial Intelligence
Artificial Intelligence (AI) Many large tech organizations envision Artificial Intelligence as a new wave of economic potential that provides growth potential for [...]
Different Data Types
Different data types In the previous article, we identified the four different forms of pattern identification in data sets and their differences. [...]
Data Products and Big Data Solutions
Data products and Big Data solutions Working with data and performing data analysis and analytics operations requires specialized knowledge. In most organizations, [...]
Big Data Algorithms: The K-Nearest Neighbour Classification Algorithm Explained
Big Data Algorithms: The K-Nearest Neighbour Classification Algorithm Explained By Jan-Willem Middelburg The K-Nearest Neighbour classification algorithm (abbreviated to k-NN) is [...]
Big Data Characteristics
Big Data Characteristics - The Four V's of Big Data What is the difference between regular data analysis and when are we [...]
Data analysis, Analytics, Business Intelligence and Big Data
Data analysis, Analytics, Business Intelligence and Big Data In the previous article, we discuss about the big data characteristics. This article provides [...]
Big Data Days 2022 Closing and Award Ceremony
Big Data Days 2022 Closing and Award Ceremony By Jan-Willem Middelburg Closing and Award Ceremony of the Big Data Days 2022 [...]
Orchestrating DBT Transformations with Gitlab CICD
Orchestrating DBT Transformations with Gitlab CICD By Nathaniel Rose Utilizing the previous work the Ripple Data team built around GitOps and [...]
Value-driven Perspective to Big Data: Combinatorics and Permutation Implications
Value-driven Perspective to Big Data: Combinatorics and Permutation Implications By Vukosi Sambo According to Lego Staticians, two 2x4 (eight button) Lego [...]
Data Professionals : Building Impactful Data Visualizations to Convince Stakeholders and Drive Change
Data Professionals : Building Impactful Data Visualizations to Convince Stakeholders and Drive Change By Hadrien Lacroix Data visualization skills are essential [...]
AI is the New Electricity
AI is the New Electricity By Surendran Selvaraju Artificial intelligence and machine learning are two branches of computer science that are [...]
Enterprise Guide To Advancing Analytics Capabilities: An Architecture Journey for Data-Driven Insights and Innovations
Enterprise Guide To Advancing Analytics Capabilities: An Architecture Journey for Data-Driven Insights and Innovations By John Mousa What successful organization have [...]
A Framework To Capture Value From Big Data
A Framework To Capture Value From Big Data By Sreedharan Arumugam In this session, Sreedharan will share a framework for capturing [...]
Empowering Social Entrepreneurship Through Democratisation of DT3
Empowering Social Entrepreneurship Through Democratisation of DT3 By Ir. Dr. Lim Eu Shawn The drone service industry has been a crucial [...]
Machine Learning and Artificial Intelligence
Machine Learning and Artificial Intelligence By Dr. Mohammed Al-Obaydee Big Data Science, Data Analytics, Artificial Intelligence, Machine Learning, and Deep Learning [...]
From DBA & Open-Source Contributor to CTO & Co-Founder of a Commercial Open-Source Company
From DBA & Open-Source Contributor to CTO & Co-Founder of a Commercial Open-Source Company By Trista Pan Trista is the CTO [...]
Introduction and Demo of Machine Learning using Amazon SageMaker
Introduction and Demo of Machine Learning using Amazon SageMaker By Paul Colmer Amazon SageMaker helps data scientists and developers to prepare, [...]
Data Strategy – Where To Start?
Data Strategy - Where To Start? By Jean-Michel Coeur In his career in data, consulting and analytics, Jean-Michel built several international, [...]
Fairness: How AI Creates and Maintains Inequalities
Fairness: How AI Creates and Maintains Inequalities By Josep Curto Diaz AI is increasingly used in highly sensitive areas such as [...]
Using Data for Post-Covid Recovery
Using Data for Post-Covid Recovery By Eric Nguyen Big Data, Machine Learning and Artificial Intelligence technologies are reshaping the way the [...]
Responsible AI
Responsible AI By Poonam Sampat In this session, you will learn about what is responsible AI, why it is even more [...]
Monetizing Your Data: Moving Beyond the Dashboards
Monetizing Your Data: Moving Beyond the Dashboards By Rohan Persaud It’s time to think differently about data and analytics strategies. While [...]
Formulating A Big Data Strategy
Formulating A Big Data Strategy By Jan-Willem Middelburg A comprehensive enterprise-wide Big Data strategy can provide enterprises with a significant competitive [...]
Being Data Driven and Data Literate: Truly Harness the Power of Data
Being Data Driven and Data Literate: Truly Harness the Power of Data By Jordan Morrow The world is full of data. [...]
Analytics Growth Model
Analytics Growth Model By Robey de Jong A lot of companies struggle to identify the steps which need to be taken [...]
In-App Ratings to Uncover User Needs and Personalize Experience
In-App Ratings to Uncover User Needs and Personalize Experience By Harish Srigiriraju As a product manager its very critical to understand [...]
Data Science for Positive Health
Data Science for Positive Health By Anthony Meyer zu Schlochtern In the Netherlands, the Vital Vechtdal initiative has been set up [...]
Deploying a Machine Learning Project in 2 hours
Deploying a Machine Learning Project in 2 hours By Dr. Yong Poh Yu Through this mini-workshop, participants will learn how to [...]
Empowering the Agriculture Sector with Digital AgTech Adoption
Empowering the Agriculture Sector with Digital AgTech Adoption By Navin Sinnathamby It is indeed a global fact that the agriculture sector [...]
Accelerating The Value Derived Using AI
Accelerating The Value Derived Using AI By Kishore Ayyadevara A majority of projects with AI at its core are less deterministic. [...]
Unlocking The Power of Big Data to Future Proof Your Organization
Unlocking The Power of Big Data to Future Proof Your Organization By Sharala Axryd COVID-19 pandemic and its subsequent shelter-in-place restrictions [...]
The Bright and Dark Side of People Analytics
The Bright and Dark Side of People Analytics By Dr. Esther Loo People Analytics and Human Resources (HR) are practiced in [...]
How to Build Big Data Capabilities in the Enterprise
Inspire, Learn and Start: How to Build Big Data Capabilities in the Enterprise By Jan-Willem Middelburg Welcome to Big Data Days [...]
The Difference between Data Wrangling and Data Cleaning
Data Wrangling and Data Cleaning: What are the Differences? Data cleaning and data wrangling are both important steps in the process of working with [...]
The WHY and WHAT of Big Data
The WHY and WHAT of Big Data By Jan-Willem Middelburg | co-hosted by the Enterprise Big Data Framework and ADVISORS In [...]
A Short History of Big Data
A Short History of Big Data The term ‘Big Data’ has been in use since the early 1990s. Although it is not [...]
Value of Big Data
Understanding the Value of Big Data The primary reason why Big Data has developed rapidly over the last years is because it [...]
What is Big Data?
Understanding the term Big Data Big Data and its analysis techniques are at the center of modern science and business. Every day, [...]
Introduction to Clustering Algorithms
Introduction to Clustering Algorithms By Jan-Willem Middelburg Clustering algorithms are widely used in the analysis of Enterprise Big Data sets. They [...]
Understanding Big Data Analysis – Learn the Big Data Analysis Process
Understanding Big Data Analysis – Learn the Big Data Analysis Process By Jan-Willem Middelburg In this webinar, Jan-Willem Middelburg guides you [...]