YoVDO

Coding Up a Linear Regression Algorithm From Scratch - Build Linear Regression From Python

Offered By: Data Science Dojo via YouTube

Tags

Python Courses Data Science Courses Linear Regression Courses pandas Courses NumPy Courses scikit-learn Courses Object-oriented programming Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Dive into an advanced Python tutorial that guides you through coding a Linear Regression algorithm from scratch, mirroring the functionality of sci-kit-learn. Learn about Object-Oriented Programming in Python, vectorized operations, and efficient coding strategies for customizable implementations. Explore how to translate mathematical formulas into optimized Python code, bridging the gap between theory and practical implementation. Gain insights into the inner workings of popular machine learning libraries while honing advanced Python skills. Suitable for those familiar with basic Data Science tools and frameworks, as well as the theoretical concepts of Linear Regression.

Syllabus

Coding Up a Linear Regression Algorithm From Scratch | Build Linear Regression from Python


Taught by

Data Science Dojo

Related Courses

Statistics: Making Sense of Data
University of Toronto via Coursera Curso Práctico de Bioestadística con R
Universidad San Pablo CEU via Miríadax Statistical Learning with R
Stanford University via edX The Analytics Edge
Massachusetts Institute of Technology via edX Regression Models
Johns Hopkins University via Coursera