Software Engineering Courses

tinyML

Software-Driven TinyML Hardware Co-Design for AI Power Smart Devices

Explore software-hardware co-design for efficient TinyML systems, focusing on processing-in-memory accelerators to reduce power consumption and enhance AI inference in smart devices.

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

tinyML

Neuromorphic Engineering Algorithms for Edge ML and Spiking Neural Networks

Explore cutting-edge neuromorphic engineering algorithms for edge ML, including hardware-friendly learning, spike-based intelligence, surrogate gradients, and meta-learning techniques.

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

tinyML

TinyML Talks - State of Hardware & Software Ecosystem for Low-Power ML Applications on RISC-V

Explore RISC-V's open ISA, hardware implementations, and software ecosystem for low-power ML applications. Learn about specifications, cores, boards, and opportunities in this evolving standard.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

tinyML

Mastering the Three Pillars of AI Acceleration: Algorithms, Hardware, and Software

Explore IBM Research's holistic approach to AI acceleration, covering low-precision DNN models, scalable hardware techniques, and efficient software methodologies for optimal performance.

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

tinyML

TinyML Talks - Software-Hardware Co-design for Tiny AI Systems

Explore efficient AI models, hardware-friendly compression, and topology-aware design for resource-constrained systems. Learn cross-optimization techniques and distributed learning for scalable AI solutions.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

FlippedNormals

Easy Switching to Blender from Other 3D Software

Essential tips for transitioning to Blender: workflow, non-destructive techniques, UI navigation, addons, and key features. Streamline your switch from other 3D software with expert guidance.

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

Visual Studio Code

Go - Writing and Debugging Fast, Reliable, and Efficient Software

Explore Go programming with VS Code's extension, featuring IntelliSense, navigation, testing, and debugging. Learn to develop efficient, concurrent software using Go's powerful features.

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

Hussein Nasser

Threads and Connections - The Backend Engineering Show

Explore the evolution of multi-threading apps, threading models, and backend connection management in this comprehensive overview of threads and connections in backend engineering.

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

Hussein Nasser

Index Fill Factor - The Backend Engineering Show

Explore index fill factor's impact on database performance, including storage representation, IO costs, page splits, and fragmentation. Learn to optimize this double-edged parameter for efficient backend systems.

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

Hussein Nasser

Mutual TLS - The Backend Engineering Show

Explore Mutual TLS: encryption, authentication, advantages, and challenges in client-server communication. Gain insights into secure network protocols for backend development.

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

Hussein Nasser

Redo, Undo and WAL Logs - The Backend Engineering Show

Explore database logging techniques including WAL, checkpointing, and undo logs to ensure data durability and recovery in backend systems.

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

Hussein Nasser

The Cost of Hash Tables - The Backend Engineering Show

Explore hash tables' efficiency in caching, database joins, and load balancing, while examining their costs and limitations in various applications and programming languages.

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

Hussein Nasser

What Does It Take to Break Bitcoin’s Encryption? - The Backend Engineering Show

Explore Bitcoin's encryption, public key cryptography, and security measures. Learn about wallet vulnerabilities, transaction verification, and potential attack vectors in this comprehensive overview.

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

Hussein Nasser

Database Page Splits - The Backend Engineering Show

Explore database page splits, their impact on query performance, and solutions like reindexing and fill factor. Learn about page structure, read/write operations, and index fragmentation.

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

Hussein Nasser

Multi-Tenancy Architecture - The Backend Engineering Show

Explore multi-tenancy architecture across various domains, including storage, databases, networking, virtualization, and applications, to optimize resource sharing while maintaining isolation between tenants.

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