Software Engineering Courses

CodeWithHarry

Indian Railways Announcement Software - Python Tutorials for Absolute Beginners

Aprenda a criar um sistema de anúncios ferroviários em Python, utilizando módulos de processamento de áudio para gerar anúncios eficientes para milhares de trens.

• YouTube
• 52 minutes
• On-Demand
• Free Video

CAE in Cybersecurity Community

Automated Software Vulnerability Detection with Deep Learning for Natural Language Processing

Explore deep learning techniques for automated software vulnerability detection using natural language processing, covering data sets, pretraining, architecture, and results.

• YouTube
• 46 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Yacine Mahdid

How to Read Math as a Software Engineer

Learn to interpret mathematical formulas as a software engineer, reducing anxiety and enhancing coding skills through practical examples and step-by-step guidance.

• YouTube
• 22 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

Krish Naik

EvalML AutoML Library to Automate Feature Engineering, Feature Selection, Model Creation and Tuning

Explore EvalML, an AutoML library automating feature engineering, selection, model creation, and tuning. Learn to streamline your data science workflow and improve project efficiency.

• YouTube
• 23 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Corey Schafer

Homebrew Tutorial - Simplify Software Installation on Mac Using This Package Manager

Learn to simplify software installation on Mac using Homebrew package manager. Discover how to easily install command-line tools and native applications, streamlining your setup process.

• YouTube
• 20 minutes
• On-Demand
• Free Video

CAE in Cybersecurity Community

Reverse Engineering for Ethical Hackers

Explore ethical hacking through reverse engineering techniques, from basic tools to advanced Python methods. Learn practical skills for cybersecurity and ethical hacking in this comprehensive tech talk.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

From SBOM to Trusted Software Supply Chain - How Far Are We?

Explore advancements in software supply chain security, from SBOM to vulnerability management and attack prevention, with insights on future directions and emerging technologies.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Tradeoffs in the Software Workflow

Explore tradeoffs in software workflows, balancing fast releases with best practices. Learn strategies for reducing work-in-progress, optimizing value delivery, and managing technical debt in modern software engineering.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

The Essence of Software - Why Systems Often Fail by Design, and How to Fix Them

Explore software design flaws, their impact on user experience, and innovative solutions using concept-based approaches. Learn to create more intuitive and effective systems.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video