Michael ChangforFractional AI Engineering Blogengineering.fractional.ai·Nov 13, 2024Your Questions on Building with AISince the launch of Airbyte 1.0 with AI Assist, hundreds of new Airbyte connectors have been built. We recently joined our partners at Airbyte for the Data Bytes meetup where we answered questions from an audience of data engineers, AI enthusiasts, a...44 readsairbyte
Bella Ekebellaeke.hashnode.dev·Dec 19, 2023The Power of Iteration and Incremental Work in Data Analysis: Turning Complexity into ClarityAs a data analyst, it's not unusual to struggle a little bit with focus and clarity - deciding what to include and what to leave out, determining which data points are important and which are noise, and understanding exactly what to say and include i...#DataBytes
Bella Ekebellaeke.hashnode.dev·Nov 14, 2023Frequentist vs. Bayesian Statistics: A Practical ComparisonWhen it comes to statistical analysis, two prominent schools of thought have dominated the field for decades: the frequentist and Bayesian approaches. Each has its philosophy, principles, and techniques. In this blog post, we'll explore the key diffe...#DataBytes
Bella Ekebellaeke.hashnode.dev·Nov 10, 2023Navigating Stakeholder Dynamics in Data Analysis: A Strategic Deep DiveIn this discussion, we seek to understand the crucial role stakeholder management plays in the success of data analysis projects. We explore practical strategies for streamlined communication, objective alignment, and adaptive agility. Whether you're...#DataBytes
Bella Ekebellaeke.hashnode.dev·Nov 8, 2023Data Analytics methodologiesIntroduction: Data analysts, both seasoned and those just setting sail, find themselves at a critical crossroads when it comes to selecting the right methodology for their voyage. Agile, with its iterative and flexible approach, beckons those who thr...#DataBytes
Bella Ekebellaeke.hashnode.dev·Nov 7, 2023Empowering Data Analysts: The Role of UI/UX Design in Data VisualizationAs data analysts, our world revolves around deciphering data and turning it into actionable insights. We dig into complex datasets, run statistical analyses, and deliver reports. Yet, there's an often overlooked aspect of our role that's becoming inc...#DataBytes
Bella Ekebellaeke.hashnode.dev·Nov 6, 2023Mastering Big Data: Navigating the 6 V's of Data ManagementIn today's data-centric world, managing and leveraging big data is crucial for success. The challenges and opportunities in this space are often captured by the six essential V's: Volume, Variety, Velocity, Veracity, Value, and Vulnerability. Let's e...#DataBytes
Bella Ekebellaeke.hashnode.dev·Nov 3, 2023Retention and Churn in E-commerce: A Case StudyUnderstanding the Challenge: Imagine you're running an e-commerce business, and you've noticed a consistent trend of customers making a few purchases but then abandoning your platform. This phenomenon is what we call "churn." Churn refers to the rate...#DataBytes
Bella Ekebellaeke.hashnode.dev·Nov 2, 2023Supercharge Your Data Analysis: Unleashing the Power of Data APIsIn today's data-driven world, quick and efficient access to data is the key to staying ahead. Whether you're a data scientist, developer, or tech enthusiast, harnessing the potential of data through Application Programming Interfaces (APIs) can trans...#DataBytes
Bella Ekebellaeke.hashnode.dev·Oct 30, 2023Deciphering the Art of Data Aggregation: An Expert ExplorationIn data analysis, aggregation is the secret sauce that transforms a jumble of numbers into meaningful insights. It's the art of simplifying complexity and uncovering the stories hidden within your data. But as any data analyst knows, not all aggregat...#DataPills
