Streaming Data and Real Time Analytics
Some decisions are worthless a day later, which is when batch reporting delivers them. This course covers processing data as it arrives and deciding when that is genuinely worth the complexity.
Course outline
What this programme covers, module by module.
- 01When real time is worth the complexity
- 02Streaming compared with batch processing
- 03Designing processing for continuous data
- 04Late arriving, duplicate and out of order data
- 05Time windows and aggregating over them correctly
- 06State, checkpoints and recovering from failure
- 07Monitoring and operating a streaming pipeline
What you will gain
- Decide when real time processing is justified
- Explain how streaming differs from batch processing
- Design processing for continuous data
- Handle late, duplicate and out of order data
- Aggregate over time windows correctly
- Monitor and operate a streaming pipeline
Who should attend
- Data engineers and architects
- Analysts working with operational data
- IT staff supporting real time systems
- Technical leads designing data platforms
Upcoming sessions
| Date | City | Duration | Fees | Book |
|---|---|---|---|---|
| 27 to 29 Oct 2026 | Cape Town | 3 Days | R13,000 | |
| 23 to 25 Nov 2026 | Johannesburg | 3 Days | R13,000 | |
| 7 to 9 Dec 2026 | London | 3 Days | US$1,500 | |
| 11 to 13 Jan 2027 | Dubai | 3 Days | US$1,500 | |
| 9 to 11 Feb 2027 | Pretoria | 3 Days | R13,000 | |
| 19 to 21 Apr 2027 | Durban | 3 Days | R13,000 | |
| 5 to 7 Jul 2027 | Cape Town | 3 Days | R13,000 |
Fees are per delegate and exclude VAT. Public intakes are confirmed once minimum numbers are met. We also deliver this course on your own schedule, in-house or live online.
Enquire about this course
Register your team or ask for a tailored in-house quote. We reply within one working day.
WhatsApp usCourse brochure (PDF)- Fees from
- R13,000 per delegate
- Duration
- 3 Days
- Field
- Data & Analytics
- Formats
- In-house, public, online
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