Weekend Masterclasses
Free samples are marked, so press play. The rest is the premium shelf: ₹99 buys one session's recording and its resources, and the Learn Pass (₹499) opens the whole shelf for 6 months. Every recording published up to the end of your 6 months stays yours.
Also included: the notes vault, Project Lab and one Score Your LinkedIn pack. One payment, nothing renews.
Last updated 5 Oct 2026 · 6–8 new videos every month
Premium modules · Learn Pass
1 lectures · 1 resourcesLearn Pass · ₹499
Recorded live on Sunday 4 October 2026. The pattern families that keep coming up in product-company SQL rounds: how to recognise each one from the wording of a question, and the query shape that solves it. Comes with the 40-page SQL End to End Notes as a PDF.
SQL · Product-Company Interviews
1 lectures · 2 resourcesLearn Pass · ₹499
Part 1 of the Tesla Telemetry Pipeline session, recorded live on Saturday 3 October 2026. It walks through the project in plain words, then sets it up from scratch on a Windows laptop: the S3 bucket and the sample file, an AWS access key, a Snowflake trial and its account details, the .env file, and installing Docker Desktop with WSL 2. Where keys were on screen the picture is covered and the audio carries on. Comes with the public GitHub repo and a run guide that takes you from git clone to five report tables in Snowflake on your own laptop in about 2 hours. Part 2, the explanation, is a separate live session on Saturday 10 October 2026 at 12:30 PM IST.
Data Engineering · Hands-On Build
1 lectures · 1 resourcesLearn Pass · ₹499
The 27 September session on the stack that actually gets data engineers hired in 2027, and the order to learn it in, so you stop collecting tutorials and start building toward a job. Comes with the Modern Data Engineering Roadmap 2026-2027: 20 stages from SQL to system design, 89 topics each with a practice task, a checkpoint after every stage, 6 portfolio projects for your GitHub, and the interview rounds decoded at the end. About 57 weeks at 12-15 hours a week.
Data Engineering · Career Roadmap
1 lectures · 2 resourcesLearn Pass · ₹499
The full 20 September session. Most people learn system design as a list of tool names and twenty names in one sitting blur together. This gives you somewhere to hang them: four questions every big system answers, answered live for Netflix — the two clouds, a movie's journey to roughly 1,200 output files, your click's journey across 2,200+ device types, EVCache, MySQL and Cassandra, and the Kafka event pipeline that watches it all. The last segment is yours: Flipkart's MVP designed on the board, scope to failure modes, the way an interviewer makes you. Comes with the instructor's System Design document.
System Design · Data Engineering Interviews
2 lectures · 0 resourcesLearn Pass · ₹499
The full 19 September session in two parts, for people who already work. Only 8% of analyst postings are entry-level and 3% for data engineering, so applying to the entry-level door is the wrong move; 26% of DE ads never mention education at all, so the degree is rarely the blocker. What does move is three real projects with a published dashboard and a short write-up. Two hours turning the reporting, stakeholders and business context you already handle into exactly that, plus resume rewrites live on real profiles from the room.
Career Switch · Data Analyst & Data Engineer
1 lectures · 0 resourcesLearn Pass · ₹499
The full 13 September session. Product-company SQL rounds are not a hundred random questions — they are built on a handful of patterns, and once you see the pattern in the first thirty seconds the query writes itself. Two hours, six live scenarios: window functions in anger (RANK, LAG/LEAD, running totals), retention and cohorts (D1/D7/D30, churn, repeat rate), funnels and sessionisation (event order, drop-off, gaps and islands), tricky joins and duplicates (fan-out, anti-joins, dedupe), top-N and ratio problems (per-group ranking, % of total), then optimisation and narration — query plans, indexes, and how to explain your answer the way interviewers actually score it. Ends with live Q&A on SQL rounds and case interviews.
SQL · Product-Company Interviews
1 lectures · 1 resourcesLearn Pass · ₹499
The full 6 September session — the exact skill order that converts to offers: the Excel recruiters actually test, SQL to interview level, statistics and the A/B round most candidates fail, pandas for real analysis, a dashboard worth showing, then the portfolio, resume and referral plan that closes it. Comes with the 20-page Data Analytics Roadmap 2026: six phases across 24 weeks, each ending in an exit test, plus 8 worked SQL problems, the 7 A/B traps and 30 rapid-fire interview answers.
Data Analytics · Career Roadmap
1 lectures · 3 resourcesLearn Pass · ₹499
The full 5 September session — why teams outgrow Excel and SQL Server, data lake vs warehouse vs lakehouse, the workspace (notebooks, compute, Spark), CSV vs JSON vs Parquet vs Delta, medallion Bronze → Silver → Gold and jobs & workflows — then the hands-on project on a sales dataset. Comes with the 15-page session notes, the class CSV and an importable Bronze → Silver → Gold notebook.
Data Engineering · Databricks
1 lectures · 1 resourcesLearn Pass · ₹499
The full Data Modelling session — entities, keys, cardinality and normalization built into Swiggy's schema live — with the 20-page ER Model & ER Diagrams notes: every symbol, strong vs weak entities, ISA, aggregation, and five real company ERDs worked end to end.
Data Engineering · Data Modelling
4 lectures · 3 resourcesLearn Pass · ₹499
The complete IPL build from the 29 August session: raw ball-by-ball cricket data landing in Databricks, modelled Bronze → Silver → Gold through a modular PySpark pipeline you can run yourself. Comes with the class dataset, the four notebooks that build each layer, and the full written notes — plus the three Databricks sessions a beginner needs first.
Data Engineering · Databricks
5 lectures · 1 resourcesLearn Pass · ₹499
The full medallion build from the 23 August session: raw vendor payout and store POS files landing in AWS S3, modelled Bronze → Silver → Gold on Databricks into a payment reconciliation you can demo. Comes with the complete project bundle — notebooks, datasets, SQL, workflow config and a step-by-step beginner guide — plus the four prerequisite sessions.
Data Engineering · Databricks
5 lectures · 0 resourcesFree
Five sessions of SQL interview questions worked end to end — read the question, write the query, then talk through why it is the right shape. Watch in order.
SQL
1 lectures · 1 resourcesLearn Pass · ₹499
The full session on LLMs and agentic AI in data engineering workflows, with the hand-drawn 25-page field notebook that goes with it — the four pillars: LLM fundamentals, prompt engineering, RAG and tool calling.
AI · Data Engineering
1 lectures · 4 resourcesLearn Pass · ₹499
The complete build with Abhinav Singh: Azure SQL through a metadata-driven Data Factory loop into ADLS Gen2, then Databricks modelling it Bronze → Silver → Gold in Unity Catalog. Comes with the project files, the architecture, the prerequisites and a practice brief.
Data Engineering · Azure
5 lectures · 4 resourcesLearn Pass · ₹499
Five full lectures from zero to a real PySpark project — plus the project notebook, and the optimisation and joining guides as PDFs.
Data Engineering · Big Data & Spark
3 lectures · 0 resourcesLearn Pass · ₹499
Three end-to-end Databricks sessions — the platform, the lakehouse workflow, and building on it like a data engineer.
Data Engineering · Databricks
5 lectures · 0 resourcesLearn Pass · ₹499
Five sessions from what the cloud actually is to the AWS services a data engineer uses every day — IAM, EC2, S3, RDS, Lambda and the CLI.
Data Engineering · AWS Cloud
Session recordings
Webinar recordingFree sample
Cloud fundamentals from zero — what the cloud actually is, why teams moved to it, and a hands-on first look at AWS.
Cloud · AWS
Webinar recordingFree sample
Lecture 1 — your first lines of code: setup, syntax, variables and data types.
Python Fundamentals · Lecture 1
Webinar recordingFree sample
Lecture 2 — slicing, formatting and the string methods you'll use every single day.
Python Fundamentals · Lecture 2
Webinar recordingFree sample
Lecture 3 — for, while, break and range: write code that repeats itself, properly.
Python Fundamentals · Lecture 3
Webinar recordingLearn Pass · ₹499
Managed databases in the cloud, end to end — setup, scaling and backups, and when RDS is the right call.
Cloud · AWS
Webinar recordingLearn Pass · ₹499
Build, schedule and monitor real ETL pipelines — no code required. The tool most Azure data teams start with.
Data Engineering · Azure
Webinar recordingFree sample
Containers, images, and why every data team is using them — explained from first principles.
DevOps · Docker
Webinar recordingFree sample
Bronze → Silver → Gold: how modern data platforms are actually layered, and why the pattern won.
Data Engineering · Databricks
Full product demoFree sample
The full product walkthrough — every step from your first resume score to interview-ready, shown on the real platform.
Product demo
Project Lab · included with Learn Pass
Guided, checkpoint-verified builds of real data-engineering projects — from installing Python to a live dashboard you can put on your résumé. Every step is explained for a complete beginner, your progress is saved, and a mentor answers your doubts on the exact step you are stuck on.
Open Project LabProject repos · Learn Pass
Hand-picked GitHub repositories matched to the modules — official sources, not random tutorials. Watch the module, then clone the repo and build the project it pairs with.
Capstone · End-to-end pipeline
The most-starred free DE curriculum on GitHub — build an end-to-end pipeline (ingestion, warehouse, orchestration, dbt, streaming) as your capstone portfolio project.
Unlocks with Learn PassPySpark · Databricks
Databricks' official companion notebooks — run them chapter by chapter after the PySpark lectures to cement DataFrames, joins and optimisation.
Unlocks with Learn PassPySpark · Reference
The source itself. Start in examples/src/main/python — small, runnable PySpark programs straight from the project that invented them.
Unlocks with Learn PassAzure · Data Factory + Databricks
Microsoft's official end-to-end Azure samples — Data Factory, Databricks and Synapse wired together with CI/CD, the production version of our Azure webinar build.
Unlocks with Learn PassOrchestration · Airflow
Orchestration the way interviews expect it. Read airflow/example_dags, then rebuild one of your own pipelines as a DAG.
Unlocks with Learn PassAnalytics engineering · dbt
The classic dbt starter project — staging, marts, tests and docs on a toy business. The fastest way to make the dbt questions on our Top 1% paper feel easy.
Unlocks with Learn PassAWS · Serverless ETL
AWS's own Glue ETL examples — pair with the AWS Cloud module to turn IAM/S3/Lambda knowledge into a running serverless ETL job.
Unlocks with Learn PassPrepNPlaced Notes · included
SQL, Python, PySpark, Power BI, system design, interview handbooks and more — hundreds of pages of curated PDF notes on the PrepNPlaced Notes shelf, ready to read alongside the lectures here.
Open the notes vaultNotes & PDF vault · Learn Pass
Handwritten guides, interview question banks, architecture carousels — the working materials behind the sessions, downloadable with Learn Pass or any active plan.
Sign in to see the vault's contents.