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.
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Big Data and its Impact on Marketing Strategies
In today’s digital age, data is often called the “new oil,” and for good reason. The explosion of massive datasets has transformed how [...]
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How to Use Big Data for Better Environmental Decision-Making
As environmental challenges grow, leveraging advanced analytics and data-driven technologies has become essential for making informed decisions and working towards sustainability. These tools [...]
Exploratory Data Analysis
Definition and Purpose Exploratory Data Analysis (EDA) is a crucial phase in the data analysis process that involves examining data sets to summarize [...]
![Empowering Success: Building Data Literacy Skills For Individuals and Organizations](https://www.bigdataframework.org/wp-content/uploads/2024/07/YT-Webinar-Thumbnail-10-300x214.png.webp)
Empowering Success: Building Data Literacy Skills for Individuals and Organizations
By Jan-Willem Middelburg Recognize the importance of data literacy in the contemporary business landscape. Acquire skills and knowledge that empower both individuals [...]
Data Analysis vs. Data Literacy
In today's data-driven world, two terms often come up in conversations about leveraging information for strategic decision-making: data analysis and data literacy. While [...]
![Data Quality](https://www.bigdataframework.org/wp-content/uploads/2024/07/data-quality-300x214.jpg.webp)
Understanding Data Quality: Ensuring Accuracy, Reliability, and Consistency
In today's data-driven world, data quality has become an indispensable factor in ensuring the success of any analytical or decision-making process. High-quality data is [...]
![Understanding Personas in Data Literacy: A Comprehensive Guide](https://www.bigdataframework.org/wp-content/uploads/2024/07/Personas-in-Data-Literacy-300x214.jpg.webp)
Understanding Personas in Data Literacy: A Comprehensive Guide
Data literacy has become an essential skill in today’s data-driven world. As organizations increasingly rely on data to make informed decisions, individuals across [...]
Steps in ML Model Deployment
Introduction to machine learning deployment Deploying machine learning models is the crucial step that takes a model from development and experimentation to production, [...]
What is Data Fabric?
Data Fabric is a modern data management concept that addresses the challenges of data integration, management, and utilization in today's complex and distributed data [...]
![Closing and Award Ceremony Big Data Days 2024 by Jan-Willem Middelburg](https://www.bigdataframework.org/wp-content/uploads/2024/06/Closing-and-Award-Ceremony-300x214.jpg.webp)
Closing and Award Ceremony Big Data Days 2024 by Jan-Willem Middelburg
By Jan-Willem Middelburg Join us for the grand finale of the Big Data Days 2024 Virtual Conference as we gather for the Closing [...]
![Reimagine Service Offerings, Pathway to AI-Powered Enterprise Services by Eric Nguyen](https://www.bigdataframework.org/wp-content/uploads/2024/06/Eric-Nguyen-300x214.jpg.webp)
Reimagine Service Offerings, Pathway to AI-Powered Enterprise Services by Eric Nguyen
By Eric Nguyen Welcome to the recording of our insightful session, "Reimagine Service Offerings: Pathway to AI-Powered Enterprise Services," presented by Eric [...]
![Prompts Engineering - An Art, a Science or your next Job Title? by Kasam Shaikh](https://www.bigdataframework.org/wp-content/uploads/2024/06/Kasam-Shaikh-300x214.jpg.webp)
Prompts Engineering – An Art, a Science or your next Job Title? by Kasam Shaikh
By Kasam Shaikh Welcome to the recording of our insightful workshop, "Prompt Engineering - An Art, a Science, or Your Next Job [...]
![Panel Discussion: Upskilling for Data Democracy - The Future of Citizen Data Scientists](https://www.bigdataframework.org/wp-content/uploads/2024/06/Panel-Discussion-day-2--300x214.jpg.webp)
Panel Discussion: Upskilling for Data Democracy – The Future of Citizen Data Scientists
By Nino Letteriello, Jean-Michel Coeur, Kieran Hagan Watch our panel for a deep dive into the democratization of data and the rise [...]
![Delivering Business Competitive Advantage Using Data, Analytics and AI by Eddie Short](https://www.bigdataframework.org/wp-content/uploads/2024/06/Eddie-Short-300x214.jpg.webp)
Delivering Business Competitive Advantage Using Data, Analytics and AI by Eddie Short
By Eddie Short In today's hypercompetitive business landscape, unlocking the full potential of data, analytics, and AI is no longer a luxury—it's a [...]
![The Role of Big Data in Advancing Generative AI by Muhammad Usman Haider](https://www.bigdataframework.org/wp-content/uploads/2024/06/Muhammad-Usman-Haider--300x214.jpg.webp)
The Role of Big Data in Advancing Generative AI by Muhammad Usman Haider
By Muhammad Usman Haider Join in the session to uncover how Big Data is propelling the evolution of Generative AI . Gain [...]
![Data Storytelling is Hard: Let AI Make It Easy by Christopher Chin](https://www.bigdataframework.org/wp-content/uploads/2024/06/Christopher-Chin-300x214.jpg.webp)
Data Storytelling is Hard: Let AI Make It Easy by Christopher Chin
By Christopher Chin Artificial intelligence (AI) is not the new electricity. Electricity radically transformed society 100 years ago, moving us to an [...]
![The State of Data and AI in Industry by Randy Bean](https://www.bigdataframework.org/wp-content/uploads/2024/06/Randy-Bean-300x214.jpg.webp)
The State of Data and AI in Industry by Randy Bean
By Randy Bean Randy Bean is set to deliver insights derived from his extensive research efforts, specifically his 12th consecutive survey focusing [...]
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Peek Into 2034: Unveiling Tomorrow’s Realities by Preriit Souda
By Preriit Souda Take a journey into the year 2034 with us as we delve into the potential landscape of our future [...]
![Build an End to End Data Strategy for Analytics and Generative AI by John Mousa](https://www.bigdataframework.org/wp-content/uploads/2024/06/John-Mousa-300x214.jpg.webp)
Build an End to End Data Strategy for Analytics and Generative AI by John Mousa
By John Mousa An end-to-end data strategy is a unified and integrated blueprint for analytics and generative AI applications to manage, access, and [...]
![Keynote: Data and AI Literacy: Empowering Skills by Jordan Morrow](https://www.bigdataframework.org/wp-content/uploads/2024/06/Jordan-Morrow-300x214.jpg.webp)
Data and AI Literacy: Empowering Skills by Jordan Morrow
By Jordan Morrow Jordan's session will dive into the transformative impact of artificial intelligence (AI) on our global landscape. With AI reshaping [...]
![Harnessing Data and AI Literacy for Transformative Decision Making by Angelika Klidas](https://www.bigdataframework.org/wp-content/uploads/2024/06/Angelika-Klidas-300x214.jpg.webp)
Harnessing Data and AI Literacy for Transformative Decision Making by Angelika Klidas
By Angelika Klidas In a time where data is pivotal to business strategy, this session focuses on the crucial role of Data [...]
![Democratising Generative AI with Amazon Q and Amazon Bedrock by Paul Colmer](https://www.bigdataframework.org/wp-content/uploads/2024/06/Paul-Colmer-300x214.jpg.webp)
Democratising Generative AI with Amazon Q and Amazon Bedrock by Paul Colmer
By Paul Colmer In this hands-on practical session, you'll gain comprehensive insights into how to democratize generative AI applications for your business [...]
![Generative AI: Boosting Self-service Analytics and Bridging the Data Divide by Karthikeyan Ilangovan](https://www.bigdataframework.org/wp-content/uploads/2024/06/Karthikeyan-Ilangovan-300x214.jpg.webp)
Generative AI: Boosting Self-service Analytics and Bridging the Data Divide by Karthikeyan Ilangovan
By Karthikeyan Ilangovan Join Karthikeyan Ilangovan as he delves deeper into the transformative role of Generative AI in self-service analytics, focusing on [...]
![Insurance Revolution: AI & Big Data Reshape the Industry by Pankaj Zanke](https://www.bigdataframework.org/wp-content/uploads/2024/06/Pankaj-Zanke-300x214.jpg.webp)
Insurance Revolution: AI & Big Data Reshape the Industry by Pankaj Zanke
By Pankaj Zanke Get ready to witness a paradigm shift! This session dives deep into the transformative power of artificial intelligence (AI) [...]
![Navigating the Data Ecosystem by Dylan Anderson](https://www.bigdataframework.org/wp-content/uploads/2024/06/Dylan-Anderson-300x214.jpg.webp)
Navigating the Data Ecosystem by Dylan Anderson
By Dylan Anderson Join Dylan Anderson, Lead Data Strategy Consultant at Redkite, as he navigates the complex data ecosystem and addresses the [...]
![Orchestration in Data Pipelines](https://www.bigdataframework.org/wp-content/uploads/2024/06/orchestration-in-data-pipelines-300x214.jpg.webp)
Orchestration, Management and Monitoring of Data Pipelines
Introduction Orchestration, management, and monitoring are critical components of data pipeline infrastructure, ensuring that data flows smoothly, efficiently, and reliably from sources to destinations. [...]
![Using Big Data for Detecting Economic and Corruption Crimes by Vitaliy Trenkenshu](https://www.bigdataframework.org/wp-content/uploads/2024/06/Vitaliy-Trenkenshu-300x214.jpg.webp)
Using Big Data for Detecting Economic and Corruption Crimes by Vitaliy Trenkenshu
By Vitaliy Trenkenshu Join Vitaliy Trenkenshu, Chief Executive Officer of redflags.ai and Enterprise Big Data Framework Alliance Ambassador, as he delves into [...]
![A Bite of Clarity - The Role of Metadata in Business & AI by George Firican](https://www.bigdataframework.org/wp-content/uploads/2024/06/George-Firican-300x214.jpg.webp)
A Bite of Clarity – The Role of Metadata in Business & AI by George Firican
By George Firican Join George Firican, founder of LightsOnData, for a deep dive into the significance of precise definitions and metadata in [...]
![Organizational Data Culture: Linking Decision-Making Styles to Data Maturity by Suzannah Hicks](https://www.bigdataframework.org/wp-content/uploads/2024/06/Suzannah-Hicks-300x214.jpg.webp)
Organizational Data Culture: Linking Decision-Making Styles to Data Maturity by Suzannah Hicks
By Suzannah Hicks This presentation will delve into the relationship between an organization’s decision-making style and its data maturity level, and how [...]
![Humanizing the Way We Communicate and Present Data by Irvin Hoh](https://www.bigdataframework.org/wp-content/uploads/2024/06/Irvin-Hoh-300x214.jpg.webp)
Humanizing the Way We Communicate and Present Data by Irvin Hoh
By Irvin Hoh In an era overwhelmed by data in every facet of our lives, mastering the art of effectively communicating and [...]
![Strategies for Customer-Driven Data Analytics: Overcoming Challenges and Maximising Insights by Jason Frank](https://www.bigdataframework.org/wp-content/uploads/2024/05/Jason-Frank-300x214.jpg.webp)
Strategies for Customer-Driven Data Analytics: Overcoming Challenges and Maximising Insights by Jason Frank
By Jason Frank Watch this engaging session that delves into the crucial organisational hurdles of gaining a clear understanding of your company's [...]
![Panel Discussion: AI-Powered Digital Transformation - Navigating the Landscape of Enterprise Big Data](https://www.bigdataframework.org/wp-content/uploads/2024/05/panel-day-1-300x214.jpg.webp)
Panel Discussion: AI-Powered Digital Transformation – Navigating the Landscape of Enterprise Big Data
By Michael John Pena, Valeria Sadovykh, Kate Bohn This panel will explore how AI is driving digital transformation within enterprises by harnessing [...]
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Supercharging LLM/GenAI with Retrieval-Augmented Generation (RAG) and Vector Databases by David Ding
By David Ding In this session, we shall delve into the intricate world of LLM (Large Language Models) and GenAI (Generative AI). [...]
![Quantum Leap: Unleashing the Power of AI for Transformative Insights by Jan-Willem Middelburg](https://www.bigdataframework.org/wp-content/uploads/2024/05/JWM-keynote-300x214.jpg.webp)
Quantum Leap: Unleashing the Power of AI for Transformative Insights by Jan-Willem Middelburg
By Jan-Willem Middelburg Join us at the start of Big Data Days 2024 for the highly anticipated opening keynote presentation by Jan-Willem [...]
![EdgeAI and TinyML Applications Advantages and Limitations by Hwan Goh](https://www.bigdataframework.org/wp-content/uploads/2024/05/goh--300x214.jpg.webp)
EdgeAI and TinyML Applications Advantages and Limitations by Hwan Goh
By Hwan Goh EdgeAI and TinyML represent groundbreaking advancements in the field of artificial intelligence, enabling the deployment of machine learning models [...]
ETL in Data Engineering
Introduction to ETL ETL stands for Extract, Transform, Load, and it is a crucial process in data engineering and data management. ETL involves [...]
![Data and Analytics Center of Excellence](https://www.bigdataframework.org/wp-content/uploads/2024/05/Data-and-Analytics-Center-of-Excellence-300x214.jpg.webp)
Designing an Data and Analytics Center of Excellence
What is a Data and Analytics Center of Excellence? A Data and Analytics Center of Excellence is a dedicated team or a centralized [...]
![What is Data Analysis](https://www.bigdataframework.org/wp-content/uploads/revslider/slider-2/hp-banner-2-300x214.jpg)
What is Data Analysis? An Introductory Guide
Data analysis is the process of inspecting, cleaning, transforming, and modeling data to derive meaningful insights and make informed decisions. It involves examining raw [...]
![The fundamentals of data storage](https://www.bigdataframework.org/wp-content/uploads/2024/07/data-storage-300x214.jpg.webp)
Exploring the Fundamentals of Data Storage
Data storage is a cornerstone of effective data management and organization. As we advance in data literacy, understanding the various methods and technologies used [...]
![Data Management Process Explained with Babalo Mpunga](https://www.bigdataframework.org/wp-content/uploads/2024/07/YT-Webinar-Thumbnail-11-300x214.png)
Data Management Process Explained with Babalo Mpunga, Kineteek Technologies
By Babalo Mpunga, Jan-Willem Middelburg Navigate through the intricate web of data management processes. Gain insights into best practices, tools, and strategies [...]
![Importance of data literacy across all job roles](https://www.bigdataframework.org/wp-content/uploads/2024/03/Importance-of-Data-Literacy-Across-Job-Roles-300x214.jpg.webp)
Understanding the Importance of Data Literacy Across All Job Roles
Introduction In today's data-driven world, the ability to understand, analyze, and utilize data effectively is no longer confined to the realm of data [...]
![Levels of Data Literacy](https://www.bigdataframework.org/wp-content/uploads/2024/07/levels-of-data-literacy-300x214.jpg.webp)
Understanding the Five Levels of Data Literacy in Organizations
In today's data-centric world, organizations must cultivate data literacy to remain competitive and innovative. Data literacy is the ability to read, understand, create, and [...]
Data Preparation: Data Cleansing
By Jan-Willem Middelburg Uncover the secrets of effective data preparation and learn the art of data cleansing. Understand how to enhance the [...]
![Why Data Literacy is important for government officials](https://www.bigdataframework.org/wp-content/uploads/2024/07/Why-Data-Literacy-Is-Important-for-Government-Officials-300x214.jpg.webp)
Five Reasons Why Data Literacy is Important for Government Officials
In today’s data-driven world, the ability to understand and utilize data effectively is essential for making informed decisions, especially for government officials. Data [...]
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Data Lakes and Warehousing: Building Bridges Between Raw Data and Actionable Insights
"Data Lakes" and "Data Warehousing" are both concepts related to the storage and management of large volumes of data, but they differ in [...]
![Data Ingestion: Reading and Importing Online Data Sets](https://www.bigdataframework.org/wp-content/uploads/2024/03/YT-Webinar-Thumbnail-7-300x214.png)
Data Ingestion: Reading and Importing Online Data Sets
By Jan-Willem Middelburg There are many interesting and beneficial data sets that is constantly being refreshed and made available on the internet. [...]
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Navigating the Layers of Hadoop: Understanding the Framework’s Architecture
The story begins in the early 2000s when Google faced the challenge of processing vast amounts of data across multiple servers. They introduced [...]
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The Role of AI Ethics Boards: Navigating the Ethical Landscape of Artificial Intelligence
An AI Ethics Board, also known as an AI Ethics Committee or AI Ethics Advisory Board, is a specialized group or body formed [...]
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Transforming Healthcare: The Power and Promise of Big Data
Big Data in healthcare refers to the vast volume, variety, and velocity of healthcare-related data that is generated, collected, and analyzed within the [...]
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Revolutionizing Agriculture: The Impact of Big Data
The agriculture industry has witnessed a remarkable transformation in recent years, thanks to the integration of Big Data and advanced technologies. Big Data [...]
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Unlocking the Synergy: The Difference and Relationship of Big Data and AI
In today's data-driven world, the terms "Big Data" and "Artificial Intelligence (AI)" are frequently used buzzwords that often go hand in hand. They [...]
![Data Inspection: A Step by Step Guide in Reviewing Your Data](https://www.bigdataframework.org/wp-content/uploads/2024/03/YT-Webinar-Thumbnail-12-300x214.png)
Data Inspection: A Step by Step Guide in Reviewing Your Data
By Jan-Willem Middelburg Most data sets contain data that is duplicate, erroneous or even plain missing. Frequently, data sets have been built [...]
What is Big Data? Explained in 3-minutes
In today’s digital age, the term “big data” has become ubiquitous, and its impact is felt across industries and sectors. From influencing business [...]
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Top Business Intelligence Trends 2023 | Sneak Peek
Let’s explore the landscape of Business Intelligence (BI) in 2023, focusing especially on the most significant trends that are in my opinion shaping [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Panel-Discussion-The-Rise-Of-AI-In-Data-Driven-Organizations-300x214.jpg)
Panel Discussion: The Rise Of AI In Data Driven Organisations
Panel Discussion AI has been IT project not integrated into the business processes. One will need the right data and machine learning [...]
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Exploring The Intersection Of Big Data And The Metaverse: Opportunities And Challenges
By Dr. Obay The intersection of big data and the metaverse presents a unique set of opportunities and challenges for businesses, researchers, [...]
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Role Of Big Data Analytics In Enhancing Organizational Performance
By Laila Faridoon In this session, Laila will explain the role of Big Data Analytics Capability in enhancing the Organizational Performance of [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/William-Guo2-300x214.webp)
Modern EtLT & Orchestration Architecture In DataOps
By William Guo Emerging complex data leads to the rise of DataOps. Following the trend, SaaS, traditional databases, and ancient data file [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Hani-Nabeel2-300x214.webp)
Cracking The Culture Code Through Behavioural Science and Data Analytics
By Hani Nabeel Corporate culture is one of the most critical levers for creating shareholder value and driving organizational performance, yet one [...]
The Power Of Data Literacy
By Jordan Morrow The world of data and analytics is riddled with buzzwords and hype around different topics. Do these topics hold [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Marek-K-Zielinski2-300x214.webp)
Modern Data Engineering Stack For Business Intelligence
By Marek K Zieliński Successful Business Intelligence (BI) projects rely on sound data engineering. For this reason, focusing on good practices and [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Mohamed-Lemi2-300x214.webp)
Detecting Hidden UHNW Customers in Banking The Machine Learning and Big Data Approach
By Mohamed Lemi The presentation will discuss a banking use case in which advanced machine learning techniques were used to identify hidden [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Jan-Willem-Middelburg2-300x214.webp)
Unleashing the Power of Data Democracy – Navigating the Era of Big Data
By Jan-Willem Middelburg This is the opening keynote of Big Data Days 2023. This session delves into the realm of Data Democracy [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Muhammad-Usman-Haider2-300x214.webp)
Value Driven Big Data & Analytics Architecture And Framework
By Muhammad Usman Haider The presentation will cover the life cycle journey for organizations, especially the Telecom industry, to drive the value [...]
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Panel Discussion: Importance Of Data Literacy In Businesses Today
Panel Discussion In today's business, Data Literacy has become an important skill set for almost everyone in an organization. The ability to [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Saifullah-Razali2-300x214.webp)
How Big Data Can Assist In The Understanding of Human Intentions
By Saifullah Razali The magnitude of data generated online today is colossal. They are good for data analysis since they are very [...]
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Organizational Culture Transformation: Challenges & Benefits Of Adopting Data Culture
By Suzannah Hicks Organizational culture change is notoriously difficult. Adopting a data culture is even more difficult than other cultural changes. The [...]
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Designing A Zero-Based Data Pitch: Gaining Buy-In And Momentum In Uncertain Times
By Eric Nguyen High inflation, the rising cost of living, and the threat of global economic recession make executive support and adequate [...]
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AutoML: The Future Of Machine Learning For The Masses
By Dean Wang With the growing demand for data-driven insights, the field of machine learning has become increasingly accessible to a wider [...]
Data Protection – Where Do You Start?
By Rodney Lee In the new era of digitalization, it is all about data, isn't it? With the right information or data, [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Trista-Pan-2-300x214.jpg)
Build a Big Data Business Around Open Source
By Trista Pan A Handbook for Founders & Initial Committers of Successful Open Source Projects This talk provides guidance for entrepreneurs and [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Pradnya-Chavan2-300x214.jpg)
Are Your Product Operations Holding Back Innovations?
By Pradnya Chavan Analytics product operations serve as a junction of product, engineering, and customer journey, and is an integral part of [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Marcus-Glowasz2-300x214.webp)
The Importance Of Data Literacy For PM Professionals To Drive Organizational Success
By Marcus Glowasz In today’s data-driven world, data literacy has become a key skill in organizations. With the increasing volume of data [...]
Hybrid Cloud For Big Data
By Henry Clavo Cloud computing has seen its own evolution through the years. From expensive private clouds to massively scalable public ones [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/Guilherme-Gasque-2--300x214.webp)
Designing Analytics Systems Event-Based Architecture
By Guilherme Gasque Focusing on the most assertive way to deal with the growing volume of data. The idea is to contemplate [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/05/Majid-Hasan-300x214.webp)
The Future of Enterprise: A Deep Dive Into Big Data and Natural Language Applications
By Majid Hasan This session will discuss the latest trends and innovations in big data and AI applications, in the areas of [...]
![](https://www.bigdataframework.org/wp-content/uploads/2023/09/john-mousa-2-300x214.webp)
Silos To Data-Driven Culture: A Modern Data Strategy Model – John Mousa
By John Mousa During times of uncertainty, data-driven decision making is key to create a long-term competitive advantage. Despite this, recent studies [...]
How To Build Data Driven Organisations
By Aamar Hussain Why are Data-driven organisations successful in ever-changing market dynamics? Why do the best organisation keep up and beat their [...]
Getting Started with Generative AI
By Paul Colmer In this fun-packed 60-minute session, using only a digital whiteboard and hands-on demos, you'll be rewarded with an introduction [...]
![Big Data Training](https://www.bigdataframework.org/wp-content/uploads/2023/05/big-data-training-300x214.jpg)
The Ultimate Guide to Big Data Training: Tips and Tricks for Success
Big Data has become one of the most important and rapidly growing fields in the world. As more and more companies collect and analyze [...]
![Data Ethics - Why it matters](https://www.bigdataframework.org/wp-content/uploads/2023/04/data-ethics-scaled.jpg.webp)
Why Data Ethics Matters: Establishing a Framework for Responsible Data Practices
Introduction to Data Ethics Data ethics is the set of moral principles and values that guide the responsible and ethical use of [...]
![Understanding Business Objectives in Analysing Data](https://www.bigdataframework.org/wp-content/uploads/2024/03/YT-Webinar-Thumbnail-11-300x214.png)
Understanding Business Objectives in Analysing Data
By Jan-Willem Middelburg In any analytics project, most analyst spends more time thinking about the data and the model design than processing [...]
![Big Data Definition](https://www.bigdataframework.org/wp-content/uploads/2023/05/big-data-definition-300x214.jpg)
What is Big Data? Understanding the Definition, Techniques, Skills and Technology Behind it
In today's data-driven world, the term "Big Data" is frequently used to describe the massive amounts of information that are generated by individuals, organizations, [...]
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 [...]
![The Enterprise Big Data 3 Main Sub Processes](https://www.bigdataframework.org/wp-content/uploads/2024/03/YT-Webinar-Thumbnail-10-300x214.png)
The Enterprise Big Data 3 Main Sub Processes
By Richard van Dijk | Hosted by Jan-Willem Middelburg To avoid the potential pitfalls that Big Data brings, processes can help enterprises [...]
What is Data Literacy?
Data literacy is the ability to understand and work with data. It includes a range of skills, including the ability to find, access, manipulate, [...]
What is Data Engineering?
Data engineering is the discipline focused on the design, development, and management of systems that collect, store, and analyze data. It involves creating pipelines [...]
![Data Analyst vs Data Scientist](https://www.bigdataframework.org/wp-content/uploads/2023/01/pexels-tima-miroshnichenko-7567434-300x214.jpg)
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](https://www.bigdataframework.org/wp-content/uploads/2022/12/Screenshot-12-300x214.png.webp)
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](https://www.bigdataframework.org/wp-content/uploads/2022/09/w2-300x214.png)
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 [...]
Data Types and Data Structures
Introduction: Why Data Types and Data Structures Matter Understanding data types and structures is fundamental in data literacy, serving as the cornerstone for [...]
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, [...]
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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](https://www.bigdataframework.org/wp-content/uploads/2022/07/businesswoman-networking-using-digital-devices-300x214.jpg)
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 [...]
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Big Data Days 2022 Closing and Award Ceremony
By Jan-Willem Middelburg Closing and Award Ceremony of the Big Data Days 2022 About the Speaker Jan-Willem [...]
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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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Vukosi-BDD22-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Hadrien-BDD2-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/John-Mousa-BDD22-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Ir-Dr-Lim-Eu-Shawn-BDD22-1-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Dr-Mohammed-BDD22-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Trista-Pan-BDD2-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Paul-Colmer-BDD22-300x214.png)
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, [...]
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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 [...]
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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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Jordan-Morrow-BDD22-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Harish-BDD22-300x214.png)
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 [...]
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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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Navin-BDD22-300x214.png)
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. [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Sharala-BDD22-300x214.png)
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 [...]
![](https://www.bigdataframework.org/wp-content/uploads/2022/06/Dr-Esther-Loo-BDD22-300x214.png)
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 [...]
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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 [...]
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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 [...]
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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 [...]