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.
Output-prediction and pseudocode questions in campus tests, solved
Output-prediction and pseudocode questions show you a short program and ask what it prints. They test whether you can trace state — variable values, loop counters, what a function returns — without running the code. The…
OTT watch time: completion rate, binge sessions and double counting
OTT watch time should be computed from playback segments as the unique seconds of each episode a user covered, not the sum of every segment played, because rewinds, a second device and autoplay with nobody watching all…
Operations analyst role: a realistic week of tickets and fixes
An operations analyst measures how well a company's day-to-day processes run, such as order fulfilment, claims processing, customer support or loan disbursal, finds where time and money are lost, and tracks whether…
Open-weight vs closed models: answering the trade-off in interviews
When an interviewer asks whether you would use an open-weight or a closed model, they are testing whether you decide from constraints rather than preference. A strong answer names the deciding factors for the specific…
One-page or two-page resume for data roles: a decision table
For most data roles, use one page if you have under about five years of relevant experience, and consider two pages only when the second page contains evidence a hiring manager for that specific role would want, such as…
Old vs New Tax Regime: Find Your Break-Even Deduction Total
Choosing between the tax regimes comes down to one number: the total of exemptions and deductions at which old-regime tax equals new-regime tax. For a hypothetical ₹16,00,000 salary in tax year 2026-27, the old regime…
Delhi, UP or Haryana office: what changes on your payslip
Most of your payslip does not change when your NCR office is in Delhi, Noida (Uttar Pradesh) or Gurugram (Haryana): income-tax TDS and provident fund are governed by national law. What can change are the state-level…
Off-campus drives: how to check one is genuine before you go
To check whether an off-campus drive is genuine, confirm the drive on the company's own careers page or official social account, check that the email came from the company's domain or a known hiring partner, verify the…
NPTEL and SWAYAM for data careers: choosing and showing courses
NPTEL is a useful, low-cost way to add graded structure to self-study for a data career: pick a short sequence of courses in statistics, programming and machine learning, do the weekly assignments properly, and sit the…
Notice Period Buyout: Pricing the Unserved Days
A notice buyout is the unserved notice days multiplied by a daily rate. The price depends on two choices in your contract or HR policy: whether the rate is based on basic or gross pay, and whether a month counts as 30…
A note-taking system for a data course: snippets, errors, decisions
For a data course, keep three working files instead of lecture notes: a snippet library of code you'll reuse, an error log of every error you've solved, and a decision log recording why you made each analysis choice.…
Two offers, Noida and Gurugram: a side-by-side comparison worksheet
To compare a Noida offer with a Gurugram offer, look past CTC. Take each offer's estimated monthly take-home, then subtract the rent and commute cost of living where that job makes sense. Separately, count the hours per…
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.