Jason Edwards
Certified: The CompTIA Data+ (Plus) Audio Course
CompTIA Data+ DA0-002 PrepCast is an audio-first certification preparation series designed to help you build practical, test-ready judgment across the full Data+ blueprint. Across the course, you learn how to recognize what a scenario is truly asking, choose appropriate data sources and repositories, work confidently with common file types and structures, and apply core preparation techniques such as integration, joins, missing value handling, duplication and outlier checks, text cleaning, reshaping, and feature creation. The series also strengthens your ability to select and interpret statist...
Where to listen?
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Episodes
Episode 12 — 1.3 Choose Environments: Cloud Providers, On-Prem, Hybrid, Storage, Containers 17.12.2025 17:45
This episode teaches the environment concepts behind many Data+ DA0-002 decision questions, where the prompt provides constraints like security, latency, cost, or operational control. You will define on-prem as an environment where the organization owns and manages the infrastructure, cloud as an environment that delivers managed services and elastic capacity, and hybrid as a blended approach that...
Episode 11 — 1.2 Compare Repositories: Data Lakes, Lakehouses, Marts, Warehouses, Silos 17.12.2025 17:23
This episode clarifies the repository options that show up repeatedly in Data+ DA0-002 scenarios, especially when a prompt asks where data should live and how it should be organized for analysis and reporting. You will distinguish a data lake as low-friction storage for varied, often raw data from a data warehouse as curated, structured, and performance-oriented storage designed for consistent que...
Episode 10 — 1.2 Select Data Sources: Databases, APIs, Web Scraping, Files, and Logs 17.12.2025 16:37
This episode builds decision-making skill around sourcing, a recurring theme in Data+ DA0-002 when prompts ask where data should come from and what tradeoffs follow. You will compare databases as governed sources for structured records, APIs as controlled access points that often provide fresher data, files as portable extracts that introduce versioning risk, and logs as timestamped behavioral tra...
Episode 9 — 1.1 Recognize Data Types: Strings, Nulls, Numerics, Datetimes, Identifiers 17.12.2025 17:04
This episode focuses on data types as the foundation of clean analysis and correct interpretation in Data+ DA0-002. You will separate common types and the mistakes that come from treating them casually: strings that look numeric, nulls that represent different kinds of missingness, numerics that require correct precision, datetimes that depend on format and timezone, and identifiers that must rema...
Episode 8 — 1.1 Understand Tables and Schemas: Facts, Dimensions, Slowly Changing Dimensions 17.12.2025 16:36
This episode explains how schemas organize data so reporting and analysis stay consistent, a core theme that appears whenever Data+ DA0-002 asks you to reason about tables, keys, and modeling choices. You will define a schema as the set of rules and structures that describe how data is stored and related, then connect that to fact tables and dimension tables. Facts represent measurable events at a...
Episode 7 — 1.1 Map Data Structures: Structured Tables, JSON, and Unstructured Content 17.12.2025 17:21
This episode builds a clear mental model of data structures and why structure determines what analysis is feasible, efficient, and trustworthy on Data+ DA0-002. You will distinguish structured data, where columns and types are predictable, from semi-structured data such as JSON, where fields can vary and nesting is common, and from unstructured content such as free text, images, audio, and video,...
Episode 6 — 1.1 Decode Common File Extensions: CSV, XLSX, JSON, TXT, JPG, DAT 17.12.2025 18:26
This episode helps you recognize what a file extension implies about data structure, parsing effort, and analysis risk, which is a frequent decision point in Data+ DA0-002 scenarios. You will translate common extensions into expectations you can act on: CSV as delimited rows that look simple but hide quoting and encoding traps, XLSX as spreadsheet data that often carries formatting baggage and mul...
Episode 5 — 1.1 Master Relational vs Non-Relational Databases for Fast Exam Decisions 17.12.2025 16:50
This episode explains the practical differences between relational and non-relational databases, with emphasis on making correct selection decisions under Data+ DA0-002 scenarios. You’ll define relational databases in terms of tables, keys, and relationships, then contrast that with non-relational approaches such as document, key-value, wide-column, and graph patterns. The exam focus is not brand...
Episode 4 — Exam Acronyms: High-Yield Audio Reference for DA0-002 Recall 17.12.2025 17:25
This episode provides a structured, exam-focused way to master the acronyms and shorthand terms that appear throughout Data+ DA0-002. Rather than memorizing lists, you’ll learn a method for converting each acronym into a meaning you can explain, then attaching it to a concrete use case. You’ll also address a common failure pattern: confusing similar-looking terms or recalling the letters but not t...
Episode 3 — Audio-Only Study Plan: Spaced Repetition Roadmap for Data+ Success 17.12.2025 13:40
This episode builds a complete audio-only study system for Data+ DA0-002 that fits into busy schedules and still creates durable recall. You’ll define spaced repetition in plain terms, then apply it to Data+ content by turning topics into short prompts you can answer aloud. Instead of relying on notes, you’ll focus on retrieval practice: pulling concepts from memory, explaining them clearly, and c...
Episode 2 — Scoring, Question Types, and Time Strategy for Data+ DA0-002 17.12.2025 12:47
This episode focuses on how the Data+ DA0-002 exam evaluates your performance, what question formats you should expect, and how pacing decisions affect outcomes. You’ll review the practical meaning of a scaled score and why it changes how you interpret “how many you got right.” You’ll also connect question types to the skills they probe, such as interpreting a small scenario, selecting an appropri...
Episode 1 — Start Smart: How the CompTIA Data+ DA0-002 Exam Really Works 17.12.2025 15:22
This episode establishes the practical shape of the CompTIA Data+ DA0-002 exam so you can study with intent instead of guessing what “counts.” You’ll connect the exam’s domain areas to real data work, including data concepts and environments, acquisition and preparation, analysis, visualization and reporting, and governance and quality. The goal is to recognize what the exam is actually measuring:...
Welcome to the CompTIA Data+ Certification Audio Course 17.12.2025 1:27
Pass the CompTIA Data+ (DA0-002) using audio alone. This course is built for busy learners who want clear explanations, repeatable exam decision patterns, and real-world examples—without slides, labs, or fluff. You’ll hear how to choose the right data source, avoid common traps in cleaning and joins, interpret results safely, and communicate insights the way the exam expects. Developed by Dr Jaso...
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