AWS certifications are among the most respected credentials in the tech industry, and the AI Practitioner and Machine Learning Associate exams are no exception. These certifications were a big milestone for me, and along the way, I learned a lot about what works — and what doesn’t — when it comes to studying for AWS certifications.
When I first started preparing, I relied on a mix of AWS whitepapers, AWS documentation, and the AWS Skill Builder courses. My company also has a partnership with AWS, so I was able to attend some AWS Partner sessions as part of our collaboration. While these were all helpful resources, I quickly realized that video-based materials weren’t the best fit for me. I found it frustrating to constantly pause videos to take notes, and when I needed to revisit a specific topic later, it was a nightmare trying to scrub through hours of video to find the exact point I needed.
I started looking for written resources that were more structured and easier to reference. At one point, I even bought a book that I thought would help, but it turned out to be a complete rip-off. It was poorly written, clearly just some AI-generated text that wasn’t organized, and it contained incorrect information. That experience made me realize how hard it can be to find reliable study materials.
During my preparation, I ended up piecing together information from all available sources. I started writing my own notes and organizing the material in a way that was easier for me to understand and review. By the time I passed both exams, I realized that the materials I had created could be helpful to others who might be facing the same challenges I did.
So, after passing the exams, I decided to take it a step further. I put in extra effort to refine and expand my notes into professional study guides. My goal was to create resources that thoroughly cover all the topics required to pass the exams, ensuring nothing is left out. I wanted to provide clear explanations, practical examples, and realistic practice questions that closely mirror the actual exam. These guides are designed to be comprehensive, so candidates can rely on them to fully understand the material and feel confident in their preparation.
As a way to give back, I’d like to offer a part of the first chapter of my AWS AI Practitioner study guide for free. It covers the basics of AI, ML, and Deep Learning.
You can download it here: [Link to Google Drive].
If you find it useful and would like to support me, I’d be incredibly grateful if you considered purchasing the full book. I’ve made the ebook price as affordable as possible so it’s accessible to everyone.
[AWS Certified AI Practitioner Complete Study Guide — Amazon Link]
[AWS Certified Machine Learning Engineer Complete Study Guide — Amazon Link]
I hope this article has given you valuable insights and a clearer path to preparing for your AWS certifications. Whether you’re just starting your journey or are deep into your studies, remember that persistence and consistent effort are key.
Wishing you the best of luck on your certification exams and your career ahead! If you have any questions or need further guidance, don’t hesitate to reach out — I’m always happy to help.
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