Social And Emotional Learning Courses

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

UofU Data Science

Machine Learning - Spring 2025

Master foundational ML concepts from decision trees to neural networks, covering theory, algorithms, and practical implementation techniques.

• YouTube
• 1 day 10 hours 25 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning - Spring 2024

Master fundamental ML algorithms from decision trees to neural networks, covering theory, implementation, and practical applications for real-world problem solving.

• YouTube
• 1 day 11 hours 22 minutes
• Self-Paced
• Free Video

UofU Data Science

Local Explanations for Deep Learning Models - Fall 2023

Explore advanced techniques for interpreting deep learning models through local explanations, covering gradient-based attribution, uncertainty estimation, and human-AI trust.

• YouTube
• 17 hours 58 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning - Spring 2023

Dive into comprehensive machine learning fundamentals covering supervised learning, decision trees, linear models, perceptron, SVMs, neural networks, and Bayesian methods.

• YouTube
• 1 day 13 hours 23 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning (Fall 2020)

Master fundamental machine learning algorithms, techniques, and theory through comprehensive university lectures covering supervised learning, ensembles, and advanced topics.

• YouTube
• 1 day 14 hours 24 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning (Fall 2019)

Master fundamental machine learning algorithms, techniques, and applications through comprehensive university lectures covering theory and practical implementation.

• YouTube
• 1 day 11 hours 29 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning - Fall 2018

Dive into comprehensive machine learning fundamentals through 27 structured lectures covering algorithms, theory, and practical applications from University of Utah.

• YouTube
• 1 day 10 hours 45 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning (Fall 2017)

Master fundamental machine learning algorithms, techniques, and applications through comprehensive university lectures covering theory and practical implementation.

• YouTube
• 1 day 12 hours 45 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning - Fall 2016

Dive into comprehensive machine learning fundamentals through university-level lectures covering algorithms, theory, and practical applications from UofU Data Science.

• YouTube
• 1 day 1 hour 42 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning (Fall 2015)

Dive into comprehensive machine learning fundamentals through 28 structured lectures covering algorithms, theory, and practical applications from University of Utah.

• YouTube
• 1 day 11 hours 14 minutes
• Self-Paced
• Free Video

Python Tutorials for Digital Humanities

Machine Learning for Digital Humanities

Discover machine learning and neural networks designed specifically for humanities scholars without mathematical backgrounds using TensorFlow and Keras.

• YouTube
• 2 hours 58 minutes
• Self-Paced
• Free Video

Python Tutorials for Digital Humanities

Python for Social Networks

Explore NetworkX and Matplotlib to build and analyze social networks, working with various data formats and creating dynamic visualizations with PyVis.

• YouTube
• 2 hours 29 minutes
• Self-Paced
• Free Video

AICamp

4-Week AI and Machine Learning Courses - Full Stack Development with AWS, GCP, and TensorFlow

Master comprehensive AI/ML skills through hands-on projects covering deep learning, NLP, computer vision, and cloud deployment with AWS/GCP in structured 4-week programs.

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

Pyplane

Social Network in Django

Master Django by building a complete social network with user authentication, AJAX features, and real-world functionality through hands-on project development.

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