Mining Engineering Courses

BSidesLV

Your Facts Are Not Safe with Us - Russian Information Operations as Social Engineering

Explore Russian information operations as social engineering, examining tactics, targets, and mitigation strategies. Learn about RT's role and the impact on public perception.

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

LASCON

Detection Engineering Methodologies

Comprehensive methodology for engineering effective threat detections, covering structure, processes, and technologies for a successful detection program.

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

OWASP Foundation

Perimeter-less - Engineering the Future of Defense

Explore modern defense strategies for complex digital ecosystems, focusing on designing defensible systems beyond traditional perimeter security to protect platforms, applications, and services at internet scale.

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

Steve Brunton

Overview of Engineering Mathematics

Explore engineering mathematics through weather modeling, covering fluid dynamics, disease networks, and systems of equations using MATLAB.

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

Simons Institute

Game Theory Applied to Mining Pools, Token Offering, DAO, and Consensus Protocols

Explore game theory applications in blockchain, including mining pools, token offerings, DAOs, and consensus protocols. Gain insights into economic models and strategic decision-making in cryptocurrency ecosystems.

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

MITCBMM

Computational Models of Cognition - Reverse-Engineering Common Sense in the Human Mind and Brain Pt 1

Explore cognitive modeling to reverse-engineer human common sense, examining AI progress, scientific context, and probabilistic programming techniques for capturing learning and constructing models.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

MITCBMM

Explore MIT Today - Reverse Engineering the Mind - Brain and Cognitive Sciences

Panel discussion exploring brain science, AI, and human intelligence, covering neural processing, learning, robotics, brain-computer interfaces, and ethical considerations in cognitive research.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

Databricks

Sound Data Engineering in Rust - From Bits to DataFrames

Explore Rust for efficient data engineering, from low-level bit manipulation to high-performance DataFrames using Apache Arrow. Learn optimization techniques and benchmarks for improved data processing.

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

Domain of Science

The Map of Engineering

Comprehensive overview of engineering disciplines, exploring their diverse applications and interconnections. Ideal for those seeking career guidance or a broad understanding of engineering's impact.

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

Aladdin Persson

How to Get Started with AI Art Using MidJourney - Prompt Engineering and Tips & Tricks

Explore AI art creation with MidJourney through prompt engineering techniques, resource recommendations, and practical tips for generating stunning visual results.

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

Databricks

Elixir for Data Engineering - Batch and Stream Processing

Discover how Elixir can revolutionize data engineering with distributed processing, Airflow integration, and Kafka event handling. Learn practical examples for efficient batch and stream processing.

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

Databricks

Scaling Machine Learning Feature Engineering in Apache Spark at Facebook

Explore advanced techniques for scaling ML feature engineering in Apache Spark, including Feature Injection and Feature Reaping, with optimizations for improved performance and efficiency at Facebook's scale.

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

Databricks

Scaling Data and ML with Apache Spark and Feast - Feature Engineering for Production

Explore scaling data and ML with Apache Spark and Feast, focusing on feature engineering challenges and solutions for big data-driven machine learning in production environments.

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

Databricks

Simplify and Scale Data Engineering Pipelines with Delta Lake

Learn to build scalable data engineering pipelines using Delta Lake's multi-hop architecture. Discover how to progress from raw data ingestion to machine learning-ready datasets efficiently and effectively.

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

Open Data Science

Boston Data Mining - A High-Performance Implementation of Bayesian Clustering

Explore Bayesian nonparametric methods and probabilistic machine learning, focusing on the Chinese Restaurant Process for clustering. Learn optimization strategies for applying these models to big data.

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