YoVDO

Machine Learning

Offered By: Data School via YouTube

Tags

Machine Learning Courses Python Courses Text Analysis Courses ROC Curve Courses

Course Description

Overview

Dive into essential machine learning concepts and techniques through a comprehensive series of tutorials and webcasts. Explore the intricacies of confusion matrices, gain a deep understanding of ROC curves and Area Under the Curve (AUC), and tackle real-world challenges like the Allstate Purchase Prediction on Kaggle. Learn how to kickstart your machine learning journey using Python, and delve into the fascinating world of text-based machine learning through an interactive Q&A session. Equip yourself with practical knowledge and hands-on experience to excel in the field of machine learning.

Syllabus

Making sense of the confusion matrix.
ROC Curves and Area Under the Curve (AUC) Explained.
Allstate Purchase Prediction Challenge on Kaggle.
Getting started with machine learning in Python (webcast).
Q&A about Machine Learning with Text (online course).


Taught by

Data School

Related Courses

DCO042 - Python For Informatics
University of Michigan via Independent
Corpus Linguistics: Method, Analysis, Interpretation
Lancaster University via FutureLearn
日本中世の自由と平等 (ga001)
University of Tokyo via gacco
"A Study in Scarlet" by Doyle: BerkeleyX Book Club
University of California, Berkeley via edX
"A Room with a View" by Forster: BerkeleyX Book Club
University of California, Berkeley via edX