Season 1 Episode 8: When Machines Learn from Patterns Clustering and Segmentation Explained

📅 2026-02-11 09:20 UTC

In Episode 8, we explore how machines discover hidden patterns without labels.

From customer segmentation to market basket analysis, we break down clustering and association rules using simple geometric intuition and real-world business examples.

Learn how unsupervised learning helps organizations understand structure before they attempt to predict the future.

Season 1 Episode 7 Meet the Algorithms Models That Shape the World

📅 2026-01-27 05:00 UTC

If you’re curious about how some of the most widely used machine learning models work under the hood, in a simple, non-technical way, this episode is for you. We explore Decision Trees, Regression models, Naive Bayes, and K-Nearest Neighbors, and explain how they operate through intuitive, real-world examples.

Season 1 Episode 6 The Machine Learning Family Tree

📅 2026-01-14 02:41 UTC

How does a machine actually learn from data?

In this episode of the Data Tribes Podcast, we break down the machine learning family tree and explain how different learning styles emerge depending on the data and feedback available.

A clear, intuitive guide to supervised, unsupervised, and reinforcement learning, designed for curious minds, not technical manuals.

Season 1 Episode 5 Feature Engineering Turning Real World Information into ML Power

📅 2026-01-06 01:03 UTC

Have you heard the term: Feature Engineering before?

Listen to this beginners' friendly podcast as it goes through the concept behind one of the most important activities a data scientist should know, it is where insights are created!

Season 1 Episode 4 Cleaning the mess How dirty data affects everything

📅 2025-12-02 12:05 UTC

In this episode, we explore why real-world data is almost never clean, and how issues like missing values, inconsistencies, outliers, and collection bias can quietly distort analytics, dashboards, and machine learning models. Through simple explanations and two real stories, we break down how “dirty data” happens and why data cleaning is one of the most important steps in any data project.

Season 1 Episode 3 What Is Data From Raw Facts to Meaningful Insights

📅 2025-11-19 08:13 UTC

Episode 3 explores a simple but powerful question: what is data, really?

We walk through how raw facts become structured information, explain everyday data types and features, and show why metadata and data quality are essential before any meaningful analysis or machine learning can happen.

Season 1 Episode 2 The Art of Understanding Data A Friendly Intro to Statistics

📅 2025-11-13 08:57 UTC

Statistics is the quiet engine behind every data-driven decision. In this episode, we break down the core ideas of statistical thinking using simple, real-life examples: comparing student performance, testing marketing campaigns, understanding variation, and identifying the difference between coincidence and meaningful patterns.

Season 1 Episode 1 What Data Science Is Really About

📅 2025-11-05 16:20 UTC

This is the first episode of Data Tribes Podcast series - Season 1: Data Science and Machine learning Foundations, it speaks about the rise of data science, what is it really about and grants a smooth introduction to the series - hope you enjoy it!