Industrial Engineering Courses

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

Julia Silge

Feature Engineering & Interpretability for XGBoost with Board Game Ratings

Explore advanced modeling with board game ratings data: feature engineering, XGBoost tuning, and explainability methods for data-driven insights and predictive analysis.

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

Unity

Training and Deploying AI for Industrial Robotics - Unite Now 2020

Explore AI training for industrial robotics using Unity, featuring domain randomization and insights on shaping the future of robotics from industry experts.

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

ChariotSolutions

Doing More by Doing Less - A Loafer's Guide to Software Engineering

Discover strategies for maximizing productivity through focused work, effective delegation, and learning to say "no". Gain insights on balancing time and energy management for impactful results.

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

CAE in Cybersecurity Community

What You See Is Not What You Get - Discovering-Tracking Ad-Driven Social Engineering Attack Campaigns

Explore techniques for uncovering and monitoring social engineering attacks driven by online advertisements, with insights on ad networks, tracking methods, and measurement strategies.

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

RSA Conference

Data Ethics and Privacy Engineering in Cybersecurity

Explore data ethics and privacy engineering in cybersecurity, focusing on ethical considerations, stakeholder expectations, and practical applications to create better security products.

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

RSA Conference

AI Security Engineering - Modeling - Detecting - Mitigating New Vulnerabilities

Explore AI security threats, including adversarial attacks and data poisoning. Learn detection, protection, and mitigation strategies for AI/ML systems from Microsoft experts.

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