Who this is for
- Analysts and developers who work with data from web services and want to move past copy-paste scripts to maintainable, automated pipelines. Comfort with R or Python is expected.
Not for you if
- You have never written R or Python — this expects working comfort in one
- You only need a single, one-time manual data pull
- You want a hosted no-code integration tool instead of building it yourself
- You want to build APIs (backend development), not consume them
Session by session
- Mon Aug 309:00–11:00 ETSession 1. Session 1: reading API docs, authentication, and your first clean data pull
- Mon Aug 1009:00–11:00 ETSession 2. Session 2: architecture, a reusable client that stays maintainable
- Mon Aug 1709:00–11:00 ETSession 3. Session 3: handling rate limits, pagination, and errors gracefully
- Mon Aug 2409:00–11:00 ETSession 4. Session 4: automating refreshes into a scheduled, production-ready pipeline
What's included
- Live instructionReal-time with the practitioner, not a recording narrated at you.
- Lifetime replaysEvery session recorded and yours to keep and revisit, forever.
- Posit cloud workspaceA provisioned enterprise IDE and compute. Nothing to install.
- Project files and codeThe starter code and the finished build, to keep and adapt.
- Live Q&AAsk questions in-session and get answers from the person who does this.
- Members save 20%Masterclass and Membership members take 20% off, applied at checkout.
Your instructor
Deepansh Khurana is an artist and programmer from Dehradun, India. He has built production systems across technologies and domains including pharma, manufacturing, and e-commerce, holds an MSc in Data Science, and speaks at international conferences. A strong proponent of open source, he runs a one-person software lab called Dimwit, writes prose prolifically, and believes the best way to learn anything is to start before you are ready. He is most likely working on his next pet project while you read these words.
LinkedIn →Get your company to pay
Most learners expense workshops through a learning and development budget. Copy the note below, fill the brackets, send it to your manager. Training a team? Ask about team seats and private cohorts — members save 20%.
Reimbursement email template
Subject: Approval request — AthlyticZ workshop: APIs All Along: Analysis, Architecture, Automation Hi [Manager], I'd like to enroll in "APIs All Along: Analysis, Architecture, Automation," a live 4-session workshop from AthlyticZ (Aug 3, Aug 10, Aug 17, Aug 24) led by Deepansh Khurana. After this four-part workshop you'll build, structure, and automate real data pipelines that pull from live APIs, from a single call to a scheduled, production-ready system. It is directly relevant to my work, and I'll finish with a concrete deliverable I can bring back to the team. It includes live instruction, lifetime replays, and a provisioned enterprise Posit workspace. Could this come out of our learning and development budget? I'm happy to forward the receipt and a certificate of completion. Thanks, [Your name]
Questions
Is it live or recorded?
Live, online, with the instructor. Every session is recorded and the replay is yours to keep.
Can my company pay for it?
Yes, and most do. Use the reimbursement email above to request it from your L&D budget. We provide a receipt and a certificate of completion.
Do members get a discount?
Masterclass and Membership members save 20% on every workshop, applied at checkout.
Do I need to install anything?
No. You work on the provisioned Posit platform in the browser, on the same enterprise tools professional teams use.