Engineering Courses and Certifications

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

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

AutoML Toolkit Deep Dive - Automating Feature Engineering and Model Optimization

Explore Databricks Labs' AutoML Toolkit for automating feature engineering, model selection, tuning, and deployment. Learn to accelerate machine learning workflows and enhance productivity.

• YouTube
• 1 hour
• 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

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

Meta

Lessons from Mobile - Engineering at Scale

Learn how Facebook tackles mobile engineering challenges, from rapid iteration to platform-specific issues, with insights on testing, performance, and user experience optimization.

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

ChariotSolutions

Engineering Concurrent Library Components

Explore concurrent algorithms, hardware trends, and Java Memory Model intricacies for engineering robust library components in multi-threaded environments.

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

Jeff Heaton

Multi-Variate Feature Engineering Presentation for Machine Learning

Learn advanced feature engineering techniques for machine learning, including feature importance, target coding, neural networks, and embedding layers to improve model performance and extrapolation.

• YouTube
• 23 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

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

RSA Conference

Bluetooth Reverse Engineering - Tools and Techniques

Explore Bluetooth reverse engineering techniques for IoT devices using common hardware. Learn to analyze and uncover security vulnerabilities in various Bluetooth-enabled products.

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

NDC Conferences

Reverse Engineering a Classic Video Game

Explore reverse engineering techniques using a classic 90s game as an example. Learn about file structures, compression, graphics, and audio while rebuilding the game in C#.

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