Social And Emotional Learning Courses

Machine Learning Explained - A Guide to ML, AI, and Deep Learning

Discover machine learning fundamentals, AI connections, and deep learning concepts through supervised, unsupervised, and reinforcement learning paradigms with real-world applications.

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

BPPB Seminar

Mechanisms for Learning to Learn in Small Transformer Models

Explore mechanisms enabling small transformer models to develop meta-learning capabilities through biological physics perspectives.

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

Valence Labs

Decoding Cellular Plasticity through Deep Learning of Multi-Omic Gene Regulatory Networks

Explore deep learning methods for analyzing cellular plasticity in glioblastoma using multi-omic data to understand gene regulatory networks and cancer progression mechanisms.

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

media.ccc.de

Emanzipiertes Social Web - Nicht Nur Für Menschen Mit Sysadmin-Rechten

Explore how to create an emancipated social web that enables broad public participation without requiring admin privileges or accepting foreign rules.

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

Harvard CMSA

Discretization and Distribution Learning in Diffusion Models

Explore discretization techniques and distribution learning in diffusion models, covering randomized midpoints, score matching, and applications to parameter estimation and density learning.

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

Harvard CMSA

Kernel Learning on Manifolds

Explore L_2 risk bounds for minimum norm interpolation using trace class elliptic kernels on Riemannian manifolds, revealing spectral cutoff relationships between samples and dimensions.

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

Montreal Robotics

Learning World Models and Physical Agents

Explore how to train world models from real-robot data and use them to evaluate policies, handle novel objects, and improve physical agents through reinforcement learning.

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

Master Data Science & Machine Learning in Python

Master Python libraries, machine learning algorithms, and data analysis through hands-on projects including income prediction, customer clustering, and loan approval models.

• Great Learning
• 17 hours
• Self-Paced
• Paid Course

Machine Learning Essentials with Python

Master practical machine learning with Python through hands-on projects covering regression, classification, clustering, and model optimization techniques for real-world data problems.

• Great Learning
• 12 hours
• Self-Paced
• Paid Course

TechWorld with Nana

The Big Picture - AI, Machine Learning, and Neural Networks

Discover the fundamentals of AI, machine learning, and neural networks through practical examples and clear explanations of supervised, unsupervised, and reinforcement learning.

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

Yacine Mahdid

Reinforcement Learning with Verifiable Rewards - RLVR Environments for LLMs

Explore Reinforcement Learning with Verifiable Rewards (RLVR) environments for LLMs, covering the complete workflow from policy rollouts to rubrics using the verifiers library.

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

NorthSec

Social Engineering for Physical Pentesting Assignments

Master social engineering tactics for physical penetration testing, including reconnaissance, pretexting, tailgating, and bypassing security to access restricted areas ethically.

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

Master foundational knowledge and methodology for learning and enablement activities within SAP implementation projects through integrated approaches and team management.

• SAP Learning
• 5 hours 5 minutes
• Self-Paced
• Free Online Course

USENIX

DeepRed - A Deep Learning-Powered Command and Control Framework for Multi-Stage Red Teaming Against ML-based Network Intrusion Detection Systems

Discover DeepRed, an ML-powered framework using GANs to evade network intrusion detection systems while maintaining stealthy post-exploitation communication channels in cybersecurity.

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

USENIX

Learning Adversarial Attacks on Adaptive Traffic Signal Control Systems Under Cooperative Perception

Explore adversarial attacks on adaptive traffic control systems using reinforcement learning to expose vulnerabilities in connected vehicle environments.

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