YoVDO

AutoML Frameworks Accuracy Comparison with Kaggle Data

Offered By: 1littlecoder via YouTube

Tags

AutoML Courses Data Science Courses Machine Learning Courses Predictive Modeling Courses Benchmarking Courses Kaggle Courses

Course Description

Overview

Explore a comprehensive analysis comparing popular AutoML frameworks across 10 tabular Kaggle competitions in this informative 20-minute video. Dive into the results of Piotr Płoński's study, which evaluates the performance of various automated machine learning tools on Kaggle's private leaderboards. Gain valuable insights into the accuracy and effectiveness of different AutoML solutions, helping you make informed decisions when selecting frameworks for your machine learning projects. Learn which AutoML tools consistently scored highest in real-world competition scenarios and understand their strengths in handling diverse tabular datasets.

Syllabus

AutoML Frameworks Accuracy Comparison with Kaggle Data - Automated Machine Learning


Taught by

1littlecoder

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity
Natural Language Processing
Columbia University via Coursera
Probabilistic Graphical Models 1: Representation
Stanford University via Coursera
Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent