Jason Edwards
Certified: The CompTIA DataSys+ Audio Course
Certified: The CompTIA DataSys++ Certification Audio Course is an audio-first training program built for working technologists who want a practical, exam-aligned path into modern data systems. If you support applications, build pipelines, manage platforms, or translate business needs into technical solutions, this course is for you. It’s also a strong fit if you’re moving from general IT into data engineering, data operations, or platform roles and you want a clear way to connect core concepts to real work. You do not need to be a math wizard or a full-time developer. You do need curiosity, co...
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Episodes
Episode 70 — Build Backups That Restore: Full, Incremental, Differential, Testing, and Retention 29.03.2026 15:20
This episode reinforces backup design with an emphasis on restore success, because DS0-001 treats backups as a recovery capability that must be validated, secured, and aligned to retention and compliance requirements. You’ll learn how full, incremental, and differential backups differ in restore complexity and storage consumption, and how to choose a schedule that meets RPO without creating resto...
Episode 69 — Choose DR Techniques Intelligently: Replication, Log Shipping, HA, Mirroring 29.03.2026 15:10
This episode helps you choose disaster recovery techniques based on objectives and constraints, which is exactly how DS0-001 frames questions that mention “minimal data loss,” “fast recovery,” or “limited budget.” You’ll compare replication approaches, including synchronous and asynchronous options, and evaluate how each affects latency, consistency, and achievable RPO during a site failure. We’l...
Episode 68 — Design Disaster Recovery That Works: Roles, Documentation, and Readiness Practices 29.03.2026 15:31
This episode teaches disaster recovery as a readiness program with clear roles and repeatable execution, because DS0-001 scenarios often reveal that the technology exists but the organization cannot use it under pressure. You’ll learn how to define roles and responsibilities before an incident, including who declares a disaster, who executes failover, who validates data integrity, who communicate...
Episode 67 — Understand Malware and Ransomware Impact: What Breaks First in Data Systems 29.03.2026 16:13
This episode explains how malware and ransomware typically impact data systems first, because exam questions often test your ability to prioritize containment and recovery steps based on what is most likely to fail and what evidence indicates active compromise. You’ll learn how ransomware affects database availability through encrypted files, disabled services, stolen credentials, or tampered bac...
Episode 66 — Resist Brute Force and Phishing: Credential Defense and Access Hygiene 29.03.2026 15:32
This episode focuses on credential-focused threats and how they translate into database risk, because exam scenarios frequently involve suspicious logins, account lockouts, or unexpected privilege use that begins with stolen credentials rather than a software exploit. You’ll learn how brute force and credential stuffing differ, what their telemetry looks like, and why controls like lockout thresh...
Episode 65 — Handle DoS and On-Path Attacks: Availability, Trust, and Defensive Controls 29.03.2026 15:07
This episode explains denial-of-service and on-path attacks through the lens of database availability and trust, because exam prompts often focus on how an attack manifests operationally and what controls reduce impact quickly. You’ll learn how DoS can target network saturation, connection exhaustion, query amplification, or expensive operations that pin CPU and I/O, and how the resulting symptom...
Episode 64 — Recognize SQL Injection Early: Mechanics, Impact, and Prevention Techniques 29.03.2026 15:28
This episode teaches you to recognize SQL injection from early warning signs and flawed design patterns, because exam questions often describe the symptoms indirectly, such as unexpected query behavior, unusual errors, or strange spikes in database load. You’ll break down the mechanics of injection by explaining how untrusted input becomes executable SQL when queries are built unsafely, and how a...
Episode 63 — Secure Infrastructure Logically: Network Controls, Perimeters, Segmentation, Hardening 29.03.2026 15:47
This episode focuses on logical infrastructure security as the layer that prevents broad compromise when credentials leak or an attacker gains a foothold, which is commonly tested through DS0-001-style scenarios involving unintended exposure or lateral movement. You’ll review network controls like security groups, firewalls, and routing policies, then connect them to perimeter concepts and why “p...
Episode 62 — Secure Infrastructure Physically: Access Control, Biometrics, Surveillance, Environment 29.03.2026 15:13
This episode explains physical security as a real dependency for data systems availability and integrity, because exam scenarios often assume you understand that “secure database” includes the facilities and hardware that run it. You’ll learn how access control mechanisms like badges, mantraps, visitor logging, and escorted access reduce unauthorized physical contact with servers, storage, and ne...
Episode 61 — Apply IAM to Databases: Authentication, Authorization, Federation, and Control Points 29.03.2026 17:05
This episode connects identity and access management to database operations in the way the exam expects: as a set of control points that determine who can connect, what they can do, and how you prove it later. You’ll review authentication versus authorization, then map them to database-native accounts, directory-backed identities, and service principals used by applications and automation. We’ll...
Welcome to Certified: The CompTIA DataSys+ Audio Course 22.02.2026 0:57
Certified: The CompTIA DataSys++ Certification Audio Course is an audio-first training program built for working technologists who want a practical, exam-aligned path into modern data systems. If you support applications, build pipelines, manage platforms, or translate business needs into technical solutions, this course is for you. It’s also a strong fit if you’re moving from general IT into data...
Episode 60 — Manage Service Accounts Safely: Ownership, Rotation, Scope, and Alerting 22.02.2026 17:34
This episode teaches service account management as a high-impact operational security practice, because DS0-001 questions often revolve around outages and exposures caused by unmanaged credentials that “no one owns.” You’ll learn how to establish clear ownership for each service account, including who approves access, who rotates credentials, and who responds when an account is misused or breaks,...
Episode 59 — Set Password Policies That Work: Strength, Rotation, Exceptions, and Monitoring 22.02.2026 16:19
This episode explains password policies as operational controls that must protect accounts without breaking automation or driving users into unsafe workarounds, which is exactly the tradeoff DS0-001 scenarios often test. You’ll learn how to define password strength requirements that resist guessing and credential stuffing, and how to evaluate rotation policies realistically, including when frequen...
Episode 58 — Build Access Controls That Stick: Rights, Privileges, Roles, and Least Privilege 22.02.2026 16:31
This episode teaches access control design as a system that must remain correct over time, which DS0-001 often tests through scenarios involving rapid growth, personnel changes, and emergency access that becomes permanent. You’ll learn to differentiate rights, privileges, and roles in practical terms, and how each layer should be used to reduce mistakes and support clear accountability. We’ll cove...
Episode 57 — Understand Compliance Drivers: PCI DSS, GDPR, and Common Regional Requirements 22.02.2026 18:53
This episode explains how compliance drivers shape database administration decisions, focusing on the operational implications DS0-001 tends to test rather than legal theory. You’ll learn what makes PCI DSS relevant to data platforms that store, process, or transmit payment card data, including strong access control, logging, vulnerability management, and segmentation expectations that often appea...
Episode 56 — Classify Data That Matters: PII, PHI, Sensitivity Levels, and Handling Rules 22.02.2026 17:23
This episode teaches data classification as the foundation for nearly every downstream control, because DS0-001 questions often assume you can decide how data should be handled based on its sensitivity and regulatory exposure. You’ll learn practical definitions for PII and PHI, and you’ll discuss how classification extends beyond those labels into sensitivity levels such as public, internal, confi...
Episode 55 — Make Governance Practical: DLP, Retention Policy Enforcement, and Real Oversight 22.02.2026 18:14
This episode explains governance as a set of operational behaviors and technical controls that must work under real workloads, not just exist as policy documents, which aligns with DS0-001 scenarios that involve audits, data exposure, and inconsistent enforcement. You’ll learn how data loss prevention concepts apply to databases and data pipelines, including identifying exfiltration paths like exp...
Episode 54 — Perform Secure Code Reviews: SQL Safety, Secrets Handling, and Credential Storage 22.02.2026 18:25
This episode teaches secure code review for database-adjacent code, focusing on what DS0-001 expects you to recognize in scenarios where a data platform becomes vulnerable because application code is careless or inconsistent. You’ll learn how to review SQL usage for safety, including spotting injection risks, unsafe dynamic SQL patterns, missing parameterization, overly broad queries, and error ha...
Episode 53 — Audit for Security Drift: Expired Accounts, Privilege Creep, and Risk Signals 22.02.2026 17:42
This episode focuses on security drift as the slow accumulation of risk that happens when accounts, permissions, and exceptions evolve faster than governance, which DS0-001 commonly tests through prompts about unexpected access, failed audits, or “nobody remembers why this exists.” You’ll learn how to audit for expired accounts, inactive users, orphaned identities, and stale service principals, an...
Episode 52 — Destroy Data Correctly: Sanitization Methods, Verification, and Chain of Custody 22.02.2026 21:40
This episode teaches secure data destruction as a controlled process that must satisfy technical requirements, audit expectations, and operational safety, because exam scenarios often test whether you can select a method that is appropriate to the media, the data sensitivity, and the risk of recovery. You’ll compare sanitization methods such as logical deletion, cryptographic erasure, secure overw...
Episode 51 — Apply Data Masking With Purpose: Discovery, Exposure Reduction, and Safer Testing 22.02.2026 19:14
This episode explains data masking as a practical control for reducing exposure while still enabling development, analytics, and testing, which is a common framing in DS0-001-style scenarios where teams want “realistic data” without real risk. You’ll start by learning how discovery works, meaning you identify where sensitive fields actually live across tables, views, exports, logs, and downstream...
Episode 50 — Plan Disaster Recovery End to End: Sites, Replication Distance, and Business Continuity 22.02.2026 15:28
This episode teaches disaster recovery as an end-to-end plan that combines technology, process, and business priorities, which DS0-001 tests through scenarios involving regional outages, provider failures, and recovery objectives that force architectural decisions. You’ll learn how to design DR using site concepts such as cold, warm, and hot readiness, and how those choices affect cost, complexity...
Episode 49 — Build High Availability the Right Way: Clustering, Replication, and Failover Patterns 22.02.2026 16:44
This episode explains high availability patterns as design choices with tradeoffs, which DS0-001 tests through questions that mix uptime requirements, data consistency, and operational complexity. You’ll learn the difference between availability and durability, then compare clustering approaches that provide rapid failover with replication approaches that provide redundancy and read scalability, n...
Episode 48 — Execute Recovery Correctly: RTO, RPO, Point-in-Time, and Runbook Discipline 22.02.2026 16:13
This episode teaches recovery as a disciplined workflow driven by RTO and RPO, which DS0-001 tests through disaster scenarios, corruption events, and questions about the “best next step” under time pressure. You’ll learn how to translate RTO into operational choices like pre-staged restores, standby systems, and automation, and how to translate RPO into choices like log backup frequency, replicati...
Episode 47 — Design Backups That Restore: Full, Incremental, Logs, and Verification Practices 22.02.2026 16:18
This episode focuses on backups with a blunt goal: successful restores, because DS0-001 cares far more about recovery outcomes than about the label on a backup job. You’ll learn the functional differences between full backups, incremental or differential approaches, and transaction log backups, and how those choices determine recovery point objectives and storage requirements. We’ll cover backup c...
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