I've been compiling resources as I study for my ADA - Audit Data Analytics Certification certification and figured I'd share what I've found. All free unless noted.
Practice Tests:
- PracticeTestGeeks — most comprehensive collection I've found, good question explanations, covers ADA - Audit Data Analytics Certification, ARM - Associate in Risk Management, and CBA - Certified Bank Auditor. Free.
- Official practice materials from the certifying body — usually 1 free sample exam, worth doing even though it's short
Study Materials:
- The official ADA exam handbook / candidate guide (PDF, free from the certifying body's website)
- YouTube — search for "ADA exam prep" — there are surprisingly good free video reviews for most compliance and auditing certifications
- Reddit r/certifications — people post their exam experiences and tips regularly
Paid (worth it if budget allows):
- Official study guides run $30-80 for most compliance and auditing certifications — worth it if your exam has lots of specific factual content
- Some certifying bodies offer prep courses — check if your employer covers it (many do for required certifications)
What resources have others found useful for compliance and auditing exams? I'll add them to this list.
For ADA - Audit Data Analytics Certification specifically, I found the PracticeTestGeeks explanations were detailed enough that I didn't need to buy a separate study guide. The combination of doing the practice questions + reading every explanation (for both right and wrong answers) covered most of the content I needed.
The official candidate guide is something a lot of people skip but it literally tells you the topic weighting and domain breakdown. It's the roadmap for your study plan. Never skip it.
Great list. I'd add: LinkedIn Learning has some compliance and auditing-related courses that overlap with cert content, and if you have a library card many libraries give free access to it. Also check if your local library has access to O'Reilly or similar — tons of technical content there.
Just passed my ADA last week so let me throw in what actually moved the needle for me. I used a bunch of the stuff on this list, but the thing that made the difference wasn't more practice tests. It was forcing myself to write out WHY each wrong answer was wrong before I looked at the explanation. Sounds dumb but the explanations on PracticeTestGeeks are detailed enough that I could check my reasoning against them, and that's where it clicked. I stopped memorizing answers and started actually understanding the data analytics logic they test you on.
If you're short on time, don't do what I did at first and just grind questions on autopilot. I wasted two weeks that way and my scores didn't budge. Slow down. Do fewer questions but really sit with the ones you miss. The exam isn't testing whether you've seen a question before, it's testing if you can reason through a scenario you haven't. Once I switched to that approach my practice scores jumped in like ten days. You got this.
So I failed my ADA the first time around and honestly it was my own fault. I leaned way too hard on just reading and rewatching stuff, and barely did any actual practice questions. Second time I flipped it. I did way more practice tests than studying, and that's what changed everything for me. PracticeTestGeeks was a big part of that because the explanations actually tell you why you got it wrong, which is what I needed.
The other thing I changed was I stopped cramming. First attempt I tried to learn the data analytics side in like a week and it just didn't stick. Second time I spread it out and focused on the question types that kept tripping me up instead of reviewing the stuff I already knew. If you're prepping right now, take the practice questions seriously early. Don't wait until the week before like I did. It's a different exam when you actually understand the patterns they test.
The one thing that changed my study approach was focusing on why wrong answers are wrong, not just what the right answer is. PTG has been great for this -- the explanations actually walk through the logic, especially for trickier topics like ada/questions/fraud detection analytics where I kept second-guessing myself. Once I understood the reasoning behind the distractors, stuff started clicking way faster.
Honestly didn't think it would matter that much but it does. If you just memorize answers you'll get burned by any question that rewords things slightly. Take the extra 30 seconds after each question to read why the other options were wrong, even the ones that seemed obviously off. It's slower at first but you'll retain it way better.
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