Citizen Data Scientist, Module II: Supervised learning: Predicting the Future with Labeled Data
Supervised learning is at the heart of many machine learning applications, helping models make predictions based on labeled data. From predicting house prices to classifying emails, this blog post explores the basics of supervised learning, covering regression, classification, decision trees, and key concepts like gradient descent—all in an accessible and intuitive way.
Getting Started with Python for Data Science: A Hands-On Introduction
Welcome to the practical world of Python for Data Science, where we learn how to turn data into meaningful results.
This post walks you through key techniques and tools in Python, showing how they can be applied to real-world data science tasks. Whether you’re just starting out or looking to solidify your skills, this guide offers a hands-on approach to mastering Python for data science.