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Rating & Reviews
Hands-on programs in Testing, Digital Marketing and Data Science.
“The product-first approach to ML made evaluation and deployment feel natural. We practiced with structured reviews, shipped capstones, and wrote docs like in a real team. I came out with a portfolio piece, confident interviews, and habits I still use daily.”
Zara K.
Data Scientist
“Real-world bug bashes and CI integrations helped me ship with quality. We practiced with structured reviews, shipped capstones, and wrote docs like in a real team. I came out with a portfolio piece, confident interviews, and habits I still use daily.”
Priya D.
Software Testing
Swipe through short, vertical stories from learners who used CDPL's mentor-led tracks and live projects to secure interviews and offers.
All reviewers are ex-students from Testing, Data Analyst, Data Science, and Marketing programs, sharing how CDPL prepared them for industry.
“CDPL’s mentor cadence and projects sharpened my testing mindset. We didn’t just learn theory, we ran focused exploratory sessions with charters, mapped risks, and compared coverage heuristics. I built API and UI suites that ran on CI for every PR, learned to tame flakiness with better waits/selectors, and used traces to debug fast. Weekly reviews pushed me to justify priorities and document crisp repro steps. By demo day I had a clean repo, a small dashboard for suite health, and the confidence to walk engineers through my approach end-to-end. We practiced with structured reviews, shipped capstones, and wrote docs like in a real team. I came out with a portfolio piece, confident interviews, and habits I still use daily.”
“Practical playbooks and live dashboards meant I could launch, read signals, and iterate fast in my new role.”
“The product-first approach to ML made evaluation and deployment feel natural. We practiced with structured reviews, shipped capstones, and wrote docs like in a real team. I came out with a portfolio piece, confident interviews, and habits I still use daily.”
“From SQL to stakeholder storytelling, the reps made interviews feel like a recap of class work.”
“Real-world bug bashes and CI integrations helped me ship with quality. We practiced with structured reviews, shipped capstones, and wrote docs like in a real team. I came out with a portfolio piece, confident interviews, and habits I still use daily.”
“Strategy plus systems thinking: we built calendars, briefs, and reporting that finally scaled.”
“Modeled real pipelines, added tests, and delivered clear dashboards, day-1 impact at work.”
“We stabilized flaky suites and added trace-based debugging that saved hours each week. We practiced with structured reviews, shipped capstones, and wrote docs like in a real team. I came out with a portfolio piece, confident interviews, and habits I still use daily.”
“Loved the focus on measurable product impact offline metrics tied to real user outcomes.”
“Attribution, cohorts, and experimentation finally clicked with templates I still reuse. We practiced with structured reviews, shipped capstones, and wrote docs like in a real team. I came out with a portfolio piece, confident interviews, and habits I still use daily.”
“Industry mentors, practical reviews, and real deliverables, exactly what hiring managers asked about.”
“Critical feedback on my dashboards improved clarity and decision speed for business users.”
Join our hands-on programs in Testing, Data, and Marketing. Build portfolio projects, get real feedback, and ship with confidence.
