Machine Learning Courses and Certifications

TheIACR

Privacy-Preserving Machine Learning - Invited and Contributed Talks

Explore privacy-preserving machine learning with expert Mariana Raykova and contributed talks from PPML 2023, covering cutting-edge research and advancements in secure AI and data protection.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

TheIACR

Privacy-Preserving Machine Learning Workshop - Invited and Contributed Talks

Explore cutting-edge research in privacy-preserving machine learning with expert talks and contributions at PPML 2023, covering innovative techniques and advancements in the field.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

TheIACR

Privacy-Preserving Machine Learning: Challenges and Opportunities - Invited Talk

Explore privacy-preserving machine learning with Sewoong Oh's invited talk at PPML 2023, covering cutting-edge techniques and advancements in protecting data privacy during ML processes.

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

TheIACR

Machine Learning for Side-Channel Attacks

Explore machine learning techniques for side-channel attacks, enhancing cybersecurity knowledge and practical skills in this cutting-edge field of information security.

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

TheIACR

Physical Unclonable Functions: Machine Learning and Security Challenges

Explore machine learning applications for Physical Unclonable Functions, addressing challenges in simulation, optimization, and security while examining various attack strategies.

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

NDC Conferences

Ethical Machine Learning

Explore ethical considerations in machine learning development, focusing on mitigating bias and implementing governance from the start to ensure responsible AI deployment.

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

Society for Industrial and Applied Mathematics

Advancing Earth System Predictability with Machine Learning Methods

Explore machine learning methods for improving Earth system predictions, featuring insights from Dan Lu of Oak Ridge National Laboratory on enhancing climate modeling and forecasting.

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

ICTP-SAIFR

Application of Machine Learning for Advanced Quantum Detection - Class 2

Explore advanced quantum detection techniques through machine learning applications, focusing on cutting-edge research and practical implementations in quantum systems.

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

ICTP-SAIFR

Prospects and Challenges for Quantum Machine Learning - Class 3

Explore prospects and challenges of quantum machine learning with Marco Cerezo, delving into cutting-edge research and potential applications in this advanced lecture.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

GraphRAG: Visualizing Knowledge Graphs in Neo4J for Data Science and Machine Learning

Explore knowledge graph visualization in Neo4J using GraphRAG, enhancing your data science and machine learning skills with practical insights.

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

The Julia Programming Language

Modern CI/CD Machine Learning Workflows Using Julia

Explore streamlined machine learning workflows in Julia, integrating package development principles and MLflow for robust, reproducible, and scalable model creation and management.

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

GERAD Research Center

Physics-Informed Machine Learning for Complex Systems - A Focus on Power System Applications

Explorez l'application de l'apprentissage automatique aux systèmes électriques, en mettant l'accent sur les modèles réduits et la calibration à partir de données enregistrées pour améliorer la résilience du réseau.

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

Mathematical Oncology

A Machine Learning Approach to Biology: Applying Data-Driven Model Discovery Methods

Explore machine learning biology and data-driven model discovery methods in mathematical oncology, focusing on CAR T-cell immunotherapy and glioblastoma research.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Data Science Festival

Gender Bias in Machine Learning - Challenges and Solutions

Explore gender bias in AI, its impact on society, and strategies to address it in machine learning algorithms and data. Gain insights into creating fairer, more inclusive AI systems.

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

Data Science Festival

Turbocharge Your Machine Learning with Open Data

Explore the UK's open data landscape, its benefits, challenges, and applications to enhance machine learning projects and drive data-driven decision-making.

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