Loading your experience…
AI, ML and Research Bootcamp is back! · Enroll now
Blog
Essays and guides from instructors and the AMIR Academy team, focused on learning well, not hype.
Featured
August 25, 2026·7 min read·By Md. Mehedi Hasan
Learn how raw data becomes a machine learning model through preparation, exploration, modeling, evaluation, and research-driven experimentation.
Read storyAugust 28, 2026·10 min read·By Md. Mehedi Hasan
Explore USA R1 universities, understand how to match your academic and research profile, and find universities that fit your MS or PhD goals.
August 27, 2026·4 min read·By Sajid Hasan
Somewhere, right now, a student is memorizing a "perfect" answer about their hometown. It has a strong opening, three idiomatic phrases, and a tidy conclusion. It will probably hurt their score.
Learning · Research
August 26, 2026·12 min read·By Md. Mehedi Hasan
Learning · Research
August 26, 2026·5 min read·By Md. Mehedi Hasan
From raw business data to real world AI systems: how companies actually build, deploy, monitor and improve ML and DL models.
Learning · Research
August 25, 2026·6 min read·By Md. Mehedi Hasan
Can Mathematics or Statistics students build careers in AI? Explore MSc, PhD, research and job pathways from mathematical and statistical backgrounds.
Learning · Research
August 25, 2026·5 min read·By Md. Mehedi Hasan
Understand first, second, and last authorship, contribution, disputes, and ethical authorship in research.
Learning · Research
August 25, 2026·5 min read·By Md. Mehedi Hasan
Learn why data annotation matters, how datasets are labeled, and how high quality annotations directly affect AI model performance.
