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Certified - Advanced AI Audio Course
Jason Edwards
51 episodes
4 days ago
The Advanced Artificial Intelligence Audio Course is a focused, audio-first series that takes you deep into the technical foundations and emerging challenges of modern AI systems. Designed for professionals, students, and certification candidates, this course explains advanced AI concepts through clear, structured narration—no slides, no filler, just direct, practical learning. Each episode unpacks core topics such as neural architectures, model embeddings, optimization, interpretability, and evaluation, showing how these elements come together to create powerful and reliable AI systems. Whether you’re working in development, research, or applied security, the course helps you understand how modern models are designed, trained, and deployed in real-world environments. Beyond architecture and algorithms, this Audio Course also explores the resilience and trustworthiness of AI—examining attack surfaces, data poisoning, model inversion, and the security controls needed to protect AI systems throughout their lifecycle. It provides insight into ethical risks, bias mitigation, governance frameworks, and assurance practices that keep advanced models safe and compliant. You’ll learn how leading organizations balance innovation with reliability, and how these same principles can guide your own technical and professional growth. Developed by BareMetalCyber.com, the Advanced Artificial Intelligence Audio Course delivers in-depth, exam-aligned instruction that bridges theory with practical application. Each episode builds technical fluency while reinforcing best practices in AI design, operations, and governance—helping you think critically, work securely, and lead confidently in the evolving world of intelligent systems.
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All content for Certified - Advanced AI Audio Course is the property of Jason Edwards and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
The Advanced Artificial Intelligence Audio Course is a focused, audio-first series that takes you deep into the technical foundations and emerging challenges of modern AI systems. Designed for professionals, students, and certification candidates, this course explains advanced AI concepts through clear, structured narration—no slides, no filler, just direct, practical learning. Each episode unpacks core topics such as neural architectures, model embeddings, optimization, interpretability, and evaluation, showing how these elements come together to create powerful and reliable AI systems. Whether you’re working in development, research, or applied security, the course helps you understand how modern models are designed, trained, and deployed in real-world environments. Beyond architecture and algorithms, this Audio Course also explores the resilience and trustworthiness of AI—examining attack surfaces, data poisoning, model inversion, and the security controls needed to protect AI systems throughout their lifecycle. It provides insight into ethical risks, bias mitigation, governance frameworks, and assurance practices that keep advanced models safe and compliant. You’ll learn how leading organizations balance innovation with reliability, and how these same principles can guide your own technical and professional growth. Developed by BareMetalCyber.com, the Advanced Artificial Intelligence Audio Course delivers in-depth, exam-aligned instruction that bridges theory with practical application. Each episode builds technical fluency while reinforcing best practices in AI design, operations, and governance—helping you think critically, work securely, and lead confidently in the evolving world of intelligent systems.
Show more...
Courses
Education,
Technology
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Episode 46 — Working with Vendors: Questions to Ask, SLAs to Watch
Certified - Advanced AI Audio Course
30 minutes
1 month ago
Episode 46 — Working with Vendors: Questions to Ask, SLAs to Watch

This episode explores the realities of working with AI vendors, a critical skill as few organizations build every component in-house. Vendor relationships require careful evaluation of offerings, service-level agreements (SLAs), and long-term commitments. For certification exams, learners should understand the importance of due diligence, contract clarity, and performance monitoring. Key questions to ask vendors include how models are trained, how data is secured, what monitoring is in place, and what happens if services are interrupted.

Examples show the stakes. A company adopting a third-party chatbot platform must ensure data privacy is protected under the vendor’s terms. An SLA guaranteeing 99.9 percent uptime may seem strong but could still allow unacceptable downtime for critical services. Troubleshooting involves monitoring vendor performance, escalating issues through contract-defined channels, and ensuring fallback plans exist. Best practices stress negotiating clear obligations, auditing vendor claims, and maintaining transparency. Exam questions may describe vendor scenarios and ask which concerns or SLA terms are most important. By mastering this domain, learners can manage vendor partnerships confidently, ensuring external services meet organizational needs. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your certification path.

Certified - Advanced AI Audio Course
The Advanced Artificial Intelligence Audio Course is a focused, audio-first series that takes you deep into the technical foundations and emerging challenges of modern AI systems. Designed for professionals, students, and certification candidates, this course explains advanced AI concepts through clear, structured narration—no slides, no filler, just direct, practical learning. Each episode unpacks core topics such as neural architectures, model embeddings, optimization, interpretability, and evaluation, showing how these elements come together to create powerful and reliable AI systems. Whether you’re working in development, research, or applied security, the course helps you understand how modern models are designed, trained, and deployed in real-world environments. Beyond architecture and algorithms, this Audio Course also explores the resilience and trustworthiness of AI—examining attack surfaces, data poisoning, model inversion, and the security controls needed to protect AI systems throughout their lifecycle. It provides insight into ethical risks, bias mitigation, governance frameworks, and assurance practices that keep advanced models safe and compliant. You’ll learn how leading organizations balance innovation with reliability, and how these same principles can guide your own technical and professional growth. Developed by BareMetalCyber.com, the Advanced Artificial Intelligence Audio Course delivers in-depth, exam-aligned instruction that bridges theory with practical application. Each episode builds technical fluency while reinforcing best practices in AI design, operations, and governance—helping you think critically, work securely, and lead confidently in the evolving world of intelligent systems.