Skip to main content
Graph
Search
fr
en
Login
Search
All
Categories
Concepts
Courses
Lectures
MOOCs
People
Quizes
Exercises
Publications
Startups
Units
Show all results for
Home
Lecture
Machine Learning in Human Rights: HURIDOCS
Graph Chatbot
Related lectures (33)
Performance Criteria: Confusion Matrix, Recall, Precision, Accuracy
Log in to Mediaspace to watch this video
Explores performance criteria in supervised learning, emphasizing precision, recall, and specificity in model evaluation.
Understanding ImageNet Classifiers
Log in to Mediaspace to watch this video
Explores the generalization of ImageNet classifiers and the challenges in achieving reliable machine learning models.
Polynomial Regression: Overview
Log in to Mediaspace to watch this video
Covers polynomial regression, flexibility impact, and underfitting vs overfitting.
Logistic Regression: Fundamentals and Applications
Log in to Mediaspace to watch this video
Explores logistic regression fundamentals, including cost functions, regularization, and classification boundaries, with practical examples using scikit-learn.
Transformers: Unifying Machine Learning Communities
Log in to Mediaspace to watch this video
Covers the role of Transformers in unifying various machine learning fields.
Understanding ROC Curves
Log in to Mediaspace to watch this video
Explores the ROC curve, True Positive Rate, False Positive Rate, and prediction probabilities in classification models.
Statistical Learning: Fundamentals
Log in to Mediaspace to watch this video
Introduces the fundamentals of statistical learning, covering supervised learning, decision theory, risk minimization, and overfitting.
Introduction to Data Science
Log in to Mediaspace to watch this video
Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.
Machine Learning: Supervised and Unsupervised Learning Techniques
Log in to Mediaspace to watch this video
Covers supervised and unsupervised learning techniques in machine learning, highlighting their applications in finance and environmental analysis.
Linear Models: Basics
Log in to Mediaspace to watch this video
Introduces linear models in machine learning, covering basics, parametric models, multi-output regression, and evaluation metrics.
Transformers: Self-Attention and MLP
Log in to Mediaspace to watch this video
Explores transformers, emphasizing self-attention and MLP mechanisms for efficient sequence processing.
Deep Learning: Data, Models, and Challenges
Log in to Mediaspace to watch this video
Provides an overview of deep learning concepts, focusing on data, model architecture, and challenges in handling large datasets.
Untitled
Log in to Mediaspace to watch this video
Previous
Page 2 of 2
Next