Social And Emotional Learning Courses

Abhishek Thakur

Image Restoration Using Deep Learning - Dehazing

Explore image restoration using deep learning, focusing on dehazing techniques. Learn about neural networks, dynamic units, and advanced methods for enhancing hazy images.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Abhishek Thakur

Intro and Building a Machine Learning Framework

Learn to build a reusable machine learning framework for tabular datasets, covering setup, training, and inference in a two-part video series.

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

Databricks

Unsupervised Machine Learning for Scaling Data Quality Monitoring in Databricks

Explore unsupervised ML algorithms for scalable data quality monitoring in Databricks, covering implementation, strengths, weaknesses, and practical applications for effective data management.

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

Databricks

Low-Code Machine Learning on Databricks with AutoML

Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.

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

Institute for Advanced Study

Everything You Wanted to Know About Machine Learning but Didn't Know Whom to Ask - Sanjeev Arora

Explore machine learning fundamentals, from text classification to image recognition, with insights on optimization, unsupervised learning, and language models in this comprehensive seminar.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

A Practical Guide to Deep Learning - Richard Zemel

Explore deep learning fundamentals, from perceptrons to neural networks, with practical insights on object recognition, vision, and advanced techniques like regularization.

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

Khan Academy

Tips for Motivating Middle School and High School Kids During Distance Learning

Practical strategies to motivate and engage middle and high school students in distance learning, focusing on goal-setting, celebrating success, and fostering curiosity and relevance.

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

Khan Academy

Tips for Motivating Elementary School Kids During Distance Learning

Practical strategies for parents to motivate elementary students during remote learning, including goal-setting, curiosity-sparking, and effective reward systems.

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

Khan Academy

Tips for Motivating Students During Distance Learning

Discover research-backed strategies to boost student motivation in distance learning, including goal-setting, collaboration, and building relationships for educational success.

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

Hack In The Box Security Conference

Tracking Fake News Based on Deep Learning

Innovative deep learning model for tracking fake news authors by analyzing content and stylistic features, enabling identification of attackers spreading malicious rumors for financial gain.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

Duplicating Black Box Machine Learning Models

Exploración de técnicas avanzadas para duplicar modelos de aprendizaje automático de caja negra, destacando vulnerabilidades en servicios en la nube y proponiendo un nuevo método de ataque más eficiente.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

Cognitive Automation With Machine Learning In Cybersecurity

Explore cognitive automation and machine learning in cybersecurity, covering risk analytics, threat detection, and incident management. Learn how ML enhances fraud detection and security operations.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

Applying Machine Learning to User Behavior Anomaly Analysis

Explore advanced machine learning techniques for user behavior anomaly detection in cybersecurity, covering feature selection, data quality, behavioral whitelisting, and neural network predictions.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

Graham Neubig

CMU Multilingual NLP: Active Learning

Explore active learning in NLP, covering token and sequence-level techniques, uncertainty measures, and human effort considerations for efficient data annotation.

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

Graham Neubig

CMU Low Resource NLP Bootcamp 2020 - Neural Representation Learning

Explore neural representation learning in NLP, covering word and sentence representations, various approaches, and case studies on NNLM, GloVe, ELMO, BERT, RNN, CNN, and Transformers.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video