Classification Courses and Certifications

StatQuest with Josh Starmer

XGBoost Part 2 - Classification

Learn how XGBoost trees are built for classification, covering similarity scores, gain, cover, pruning, and logistic regression in this advanced machine learning tutorial.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Data Science Courses

Machine Learning and Classification - STAT 441/841 CM 763 - Fall 2015

Master classification algorithms from linear discriminants to neural networks, covering PCA, SVM, decision trees, boosting, and PAC learning theory.

• YouTube
• 20 hours 42 minutes
• Self-Paced
• Free Video

Code With Aarohi

YOLOv8 Complete Tutorial - Object Detection, Segmentation and Classification Explained

Master YOLOv8 for object detection, segmentation, and classification with hands-on Python tutorials covering real-world applications and deployment strategies.

• YouTube
• 4 hours 12 minutes
• Self-Paced
• Free Video

Data Science Conference

The Genius of LLMs as Classifiers

Explore the unconventional use of LLMs for classification tasks, including challenges, practical applications, and emerging techniques, illustrated through real-world examples from Katherine Munro's experience building conversational AI.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Coursera

Basic Image Classification with TensorFlow

848 ratings at Coursera

Learn to create, train, and evaluate a neural network model for accurate digit prediction from hand-written images using Keras and TensorFlow, while gaining fundamental knowledge of neural networks.

• Coursera
• 2 hours 13 minutes
• Self-Paced
• Paid Course

MooMooMath and Science

Life Science and Biology Year in Review - Cells, Genetics, Evolution, Symbiosis, Biomes, Classification

1 rating

Comprehensive review of life science fundamentals: cells, genetics, evolution, body systems, ecology, and classification. Covers key concepts for a solid understanding of biology.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Nvidia

How to Perform Large-Scale Image Classification

9 ratings

Learn how Kaggle Grandmasters built large-scale image classification models for landmark recognition, overcoming challenges of 81,000+ classes. Discover winning strategies, architectures, and techniques for efficient modeling and competition success.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Tools, Classification with Neural Nets, PyTorch Implementation

Explore neural network classification, PyTorch implementation, and advanced concepts like space-fabric stretching and regression uncertainty estimation in this comprehensive tutorial.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Medi - Lectures

Interstitial Lung Disease: Classification, Pathogenesis, and Approach - Harrison's Principles

Explore interstitial lung disease classification, pathogenesis, and approach. Learn about idiopathic pneumonias, CTD-related ILDs, granulomatous ILDs, and genetic factors in pulmonology.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Career Certificate

Python Machine Learning Bootcamp

108 ratings at Noble Desktop

Master machine learning fundamentals through hands-on Python programming, covering regression analysis, classification algorithms, and essential data science techniques for real-world problem-solving.

• Noble Desktop
• 30 hours
• Self-Paced
• $1,895.00

Machine Learning with scikit-learn

14 ratings at DataCamp

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Supervised Learning with scikit-learn

Grow your machine learning skills with scikit-learn in Python. Use real-world datasets in this interactive course and learn how to make powerful predictions!

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Introduction to Deep Learning in Python

Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in Python.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Working with the OpenAI API

Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Machine Learning with Tree-Based Models in Python

In this course, you'll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available