Engineering Courses and Certifications

Black Hat

Automation Techniques in C++ Reverse Engineering

Automate C++ reverse engineering with DLL injection to trace structure usage and infer function-argument types during program execution.

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

Black Hat

Mainframe Z-OS Reverse Engineering and Exploit Development

Explores reverse engineering and exploit development techniques for researching and hacking IBM z/OS mainframes.

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

Black Hat

Rogue7 - Rogue Engineering-Station Attacks on S7 Simatic PLCs

A Black Hat briefing demonstrating attacks against Siemens S7 PLCs through the engineering workstation, exposing vulnerabilities in supposedly secure industrial control protocols.

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

Great Learning

Feature Engineering Importance - Practical Application for Feature Engineering

Learn how to select, manipulate, and transform data into features for classification, with a supermarket sales example.

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

USENIX

What SRE Could Be - Systems Reliability Engineering

Explores SRE as systems thinking applied to software in production, including the sociotechnical structures behind reliable systems.

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

USENIX

The Knowledge - Towards a Culture of Engineering Documentation

Build a culture of trustworthy, discoverable engineering documentation through platform design, toolchain integration, and required documentation practices.

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

USENIX

Let the Chaos Begin - SRE Chaos Engineering Meets Cybersecurity

Explores security chaos engineering as a way to test cyber resiliency and uncover unknown security weaknesses in complex infrastructure.

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

Prodramp

Prompt Engineering - Understanding Large Language Models with ChatGPT

Explore how ChatGPT and large language models work through transformers, embeddings, self-attention, and PyTorch code.

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

Devoxx

Engineering You

A look at how scientific and engineering thinking can shape the practices and craft of a software engineer.

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

Devoxx

Chaos Engineering

Learn how production failure experiments can build confidence that distributed systems will remain available under real-world conditions.

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

Krish Naik

Step-by-Step Machine Learning Project Implementation: EDA, Feature Engineering, Selection, and Model Training

A hands-on machine learning project follows data from cleaning and exploratory analysis through feature selection, model training, and hyperparameter tuning.

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

GOTO Conferences

Engineering for Software - How to Amplify Creativity

Shows how testability and speed can amplify creativity in software work.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

Data Science Dojo

Feature Engineering - Introduction to Dplyr Part 4

Use dplyr and base R to impute missing values, derive new values from existing columns, and combine datasets.

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

TheCoderCoder

Reverse-Engineering Stripe's Themes with CSS Custom Properties

Create reusable CSS themes with custom properties and apply them to page elements using classes, following a simple version of Stripe’s approach.

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

ACCU Conference

Binary File Format Engineering and Reverse Engineering

Explores how binary file formats encode information and how to design, inspect, and reverse engineer their structures.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Conference Talk