Beginner clarity
Students walk in unsure if AI/data is the right path and walk out with a concrete first step.
100% published — even the critical ones
Honest feedback from real students across the free masterclass, AI Fluency, BYOP, and 1-on-1 mentorship. Every review goes through account verification before going live — and we publish the critical ones unedited.
What students mention most
Students walk in unsure if AI/data is the right path and walk out with a concrete first step.
Learners leave with deployed projects they can explain in interviews — not Titanic clones.
Mentorship connects skills, resume, LinkedIn, interviews, and target roles into one plan.
Every review is published after account verification. Nothing is edited for positivity.
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Your honest experience helps the next learner decide whether SDAI is right for them. Positive or critical — we publish both, unedited, after we verify your account.
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I had no technical background and was completely lost about where to start. Arpit mentored me one-on-one, helped me build real projects, and rewrote my LinkedIn from scratch. Within 3 months I landed my first Data Analyst role. His network and guidance made the difference — not just the knowledge.
I was stuck in a non-tech job for 2 years, knowing I wanted to switch but not knowing how. Arpit broke down exactly what I needed to learn, kept me accountable, and personally referred me to his hiring network. I switched to a Data & AI role at an MNC — something I genuinely thought wasn't possible for someone like me.
I was in my final year of BTech with no real skills to show on my resume. Arpit taught me how to build portfolio projects that actually stand out, helped me write a LinkedIn that recruiters notice, and prepped me for interviews. I landed a Data Analyst internship before my batch even graduated. SDAI gave me a real head start.
Reviews are published after account verification to prevent spam. We do not edit reviews for positivity — critical ones go live unedited too.
Review Policy
Yes. Every review is submitted by an account we've verified — usually through the email used at enrollment or masterclass registration. We don't run AI-generated reviews, we don't accept anonymous submissions, and we don't post on a student's behalf.
Yes — that's the explicit policy. Every verified review goes live unedited, positive or critical. If we ever pull a review it'd only be for verification failure, abuse, or doxxing — never because the tone is unflattering. At the time of writing we haven't received critical reviews yet; the moment we do, they go live with the rest.
We match the email submitted in the form against our enrollment and masterclass-attendance records. If we can't find a match, we reach out via email or WhatsApp before publishing — sometimes someone uses a different email than the one they enrolled with. The verification email is never shown publicly — only your name, optional role/location, and review text.
Absolutely — masterclass attendees are explicitly invited to leave honest feedback. Pick "Free Masterclass" in the program dropdown when submitting. The masterclass-registration email we have on file is what we use to verify.
All published reviews live on this page — use the filter chips above to browse by program, the search to find a specific topic, and the sort buttons to see Highest / Critical first. There's no separate "testimonials" page hiding less-flattering reviews — what you see here is what we have.
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