Social And Emotional Learning Courses

AI Doctoral Academy

Deep Learning - Artificial Neural Networks and Perceptron - Lecture 2

Discover artificial neural networks and perceptron fundamentals in this focused deep learning lecture by Prof. Pitas.

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

Master classification models using Python Machine Learning Client for SAP HANA to predict employee churn through hands-on workflow from feature extraction to evaluation.

• SAP Learning
• 1 hour 46 minutes
• Self-Paced
• Free Online Course

Master machine learning in SAP HANA using Python client libraries for regression, classification, and time series analysis with PAL and APL frameworks.

• SAP Learning
• 40 minutes
• Self-Paced
• Free Online Course

TED

How to Engage Responsibly on Social Media

Explore why social media is "anti-political" and discover effective strategies for responsible online engagement with researcher Katherine Cross.

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

From Radar Echoes to Real-Time Recognition - Deep Learning on Another Planet - An Open Source Workflow

Explore how open-source tools like PyTorch and AWS SageMaker create machine learning pipelines to automatically identify geological features on Venus using radar imagery data.

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

Emotion Estimation for Social Robotics

Discover how Google's emotion estimation techniques enable social robots to better understand and respond to human emotional states in interactive environments.

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

Machine Learning on Microcontrollers - Tiny, Useful and Fun

Explore TinyML applications on microcontrollers using emlearn open-source project for efficient sensor data analysis on low-power, budget-friendly systems under 1 watt and 1MB.

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

International Centre for Theoretical Sciences

Emergence of In-Context Learning in Small Transformer Models

Discover how small transformer models develop in-context learning capabilities through emergent mechanisms in this theoretical biophysics presentation.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Learning Representations of High-Dimensional Stochastic Systems

Discover how to learn representations of complex high-dimensional stochastic systems through advanced mathematical and computational approaches in biological contexts.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Deep Learning the Structure and Function of DNA Sequences

Discover how deep learning techniques reveal hidden patterns in DNA sequences to understand their structural and functional properties in biological systems.

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

NPTEL-NOC IITM

Introduction to Machine Learning (Tamil) - September 4, 2025

Discover machine learning fundamentals in Tamil through this comprehensive introduction covering core concepts and practical applications.

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

NPTEL-NOC IITM

Predictive Models for Climate Extremes - Statistical and Machine Learning

Explore statistical and machine learning approaches to predict climate extremes and understand advanced modeling techniques for environmental forecasting applications.

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

NPTEL-NOC IITM

The Social History of the Sari - Sartorial Politics in Colonial Bengal

Explore the evolution of women's clothing in colonial India, focusing on how the sari became a symbol of national identity through sartorial politics in Bengal.

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

5 Minutes Engineering

Complete Deep Learning in 5 Hours Explained in Hindi

Master deep learning fundamentals through advanced architectures in Hindi - from neural networks and CNNs to RNNs, GANs, and transformers with practical Python implementation.

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

Master regression modeling using Python's hana-ml client for SAP HANA, from feature extraction to model evaluation with the California housing dataset scenario.

• SAP Learning
• 1 hour 45 minutes
• Self-Paced
• Free Online Course