Social And Emotional Learning Courses

sentdex

Deep Learning Chatbot R&D

Explore techniques for optimizing chatbot responses using multiple models, focusing on scoring methods, output analysis, and strategies to enhance answer quality and relevance.

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

sentdex

Deep Learning with Neural Networks and TensorFlow

Learn to train neural networks using TensorFlow, covering session setup, cost function implementation, and result analysis for deep learning models.

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

sentdex

Deep Learning with Neural Networks and TensorFlow

Learn to build a deep neural network using TensorFlow and the MNIST dataset. Explore feature extraction, model creation, and digit prediction techniques in this hands-on tutorial.

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

sentdex

Deep Learning with Neural Networks and TensorFlow Introduction

Introduction to deep learning with neural networks, covering theory, models, optimization, and TensorFlow. Explore biologically-inspired machine learning techniques and their evolution in the field of artificial intelligence.

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

sentdex

Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-Learn and Python

Explore flat clustering with KMeans using Scikit-learn and Python. Learn to categorize unlabeled data into specified groups through hands-on coding and visualization techniques.

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

Florian Gadsby

How to Create a Two-Part Pottery Vase - A Journey of Learning

Explore the process of creating two-part pottery vases, from clay preparation to final firing. Learn from successes and failures in this insightful journey through various pottery techniques.

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

nullcon

Cybersecurity - Is Machine Learning The Answer?

Panel discussion exploring the potential of machine learning in addressing cybersecurity challenges, featuring insights from industry experts on its applications, limitations, and future prospects.

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

IEEE Signal Processing Society

Graph Neural Networks for Learning Nonlinear Power System Operations

Explore nonlinear power system operations using graph neural networks, covering optimization, computational benefits, and emergency response in power flow models.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Learning Distances for Attributed Graphs with Optimal Transport

Explore optimal transport techniques for learning distances between attributed graphs, enhancing graph analysis and comparison methods in data science.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Topological Signal Processing and Learning

Explore advanced techniques in signal processing using topological methods, enhancing data analysis and learning algorithms for complex datasets.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Learning from Unreliable Labels via Crowdsourcing

Explore techniques for learning from unreliable labels in crowdsourcing, presented by experts in signal processing and data science for the DEGAS Webinar Series.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Learning and Extrapolation in Graph Neural Networks

Explore advanced concepts in graph neural networks, focusing on learning techniques and extrapolation methods for enhanced data analysis and prediction in complex graph structures.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Federated Learning in Big Data Over Networks

Explore federated learning techniques for big data networks, focusing on distributed algorithms and privacy-preserving methods in large-scale data analysis.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

SPACE East Webinar Series - Signal Processing and Machine Learning

Explore advanced signal processing techniques with Se Young Chun from Seoul National University in this IEEE webinar, focusing on cutting-edge developments in the field.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Nonconvex Optimization for Robust Subspace Learning and Recovery

Explore cutting-edge signal processing research with Prof. Qing Qu from the University of Michigan in this IEEE Signal Processing Society webinar.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video