Learn the work behind Data, AI & Forward Deployed Engineering
Practical explanations, career decisions and reproducible workflows. Read the reasoning, inspect the evidence and follow the next skill into a real programme.
Clinical research coordinator to data scientist: CRFs to models
A clinical research coordinator moving into data science should begin with the trial data structures they already know — visit schedules and windows, case report forms, data queries and subject withdrawals — and rebuild…
Clinical data manager role: from CRF design to database lock
A clinical data manager (CDM) makes sure that the data collected in a clinical trial is complete, consistent and ready for statistical analysis. The role designs the case report forms (CRFs) and the automated checks…
Clean a Tally day book export into one row per ledger line
A day book export is hard to analyse because each voucher is split over several lines, and only the first line carries the date, voucher type and number. To clean it, drop the title block, repeated headers and total…
Civil engineer to data analyst: BOQ, DPRs and cost overruns
Start your switch from civil engineering to data analysis with the project data you already handle — bills of quantities, daily progress reports, running-account bills and material reconciliation — and turning one of…
CGPA below 7: cut-offs, applications and what to say in interviews
A CGPA below 7 mainly hurts you at one stage: the automatic eligibility filter some campus and mass-hiring drives apply before a human reads anything. It matters much less once someone is looking at your SQL test, your…
Certificates vs portfolio: where your next 40 hours should go
If you already have one relevant certificate, your next 40 hours almost always do more as a portfolio project than as a second certificate. A certificate tells a recruiter you passed a vendor's test; a portfolio lets an…
State renewable capacity shares from CEA's installed capacity file
How much of Delhi's, Haryana's and Uttar Pradesh's power capacity is renewable, and how much of it do they actually own? The Central Electricity Authority publishes a monthly workbook that answers both, provided you…
Missed two weeks of classes? A catch-up triage plan
If you have missed two weeks of a data science course, do not rewatch everything in order. Keep attending current classes, list what you missed, sort it by what the next sessions depend on, and cover only those…
Interview questions career switchers get, with honest answers
Career switchers moving into data analytics face a distinct set of interview questions: why you are leaving your old field, whether you will stay, how your skills compare with candidates who studied this, how you…
Returning to work via data analytics: map your old day to the job
If you are returning to work after a career break, data analytics is a practical route because much of what office roles already involved — pulling figures, reconciling them, preparing a weekly report, answering a…
Campus placements for data roles from a non-CS branch: 16-week plan
A non-CS student can prepare for data and software roles in campus placements in about 16 weeks if the plan covers four things in parallel: aptitude for the first filter, one programming language plus SQL for the coding…
Call-centre AHT and FCR: define a repeat contact before you count it
First call resolution (FCR) is the share of contacts not followed by another contact from the same customer about the same issue within a fixed window, and it can only be calculated once four choices are written down…
Not sure which programme fits?
Tell us your background and we will map it to the right entry point — including saying so when a cheaper programme is the better fit. A counsellor replies within one working day.