SIGINT Coursera Learning Path — Gantt Chart
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Pace assumption: ~13 hrs/week — target completion in 6 months (26 weeks). Core path finishes by ~week 21. Supplementary runs as a parallel track, wrapping by week 26. Weekday split suggestion: 2 hrs/day on weekdays + 3 hrs on Saturday.
gantt
title SIGINT Coursera Learning Path — 6-Month Sprint (13 hrs/week)
dateFormat YYYY-MM-DD
axisFormat %b %Y
section Phase 1 · DSP Foundations
DSP 1 – Basic Concepts & Algorithms (20h) :dsp1, 2026-04-13, 2w
DSP 2 – Filtering (20h) :dsp2, after dsp1, 2w
DSP 3 – Analog vs Digital (20h) :dsp3, after dsp2, 2w
DSP 4 – Applications (20h) :dsp4, after dsp3, 2w
Audio Signal Processing (50h) :audio, after dsp4, 4w
section Phase 2 · Hardware Security
Hardware Security (10h) :hwsec, after audio, 1w
Cryptography & Information Theory (7.5h) :crypto, after hwsec, 1w
section Phase 3 · RF Engineering
RF & mmWave Circuit Design (30h) :rf, after crypto, 2w
Microwave Engineering & Antennas (40h) :micro, after rf, 3w
section Phase 4 · ML for Signals
Advanced ML & Signal Processing (15h) :mlsp, after micro, 1w
Sequences, Time Series & Prediction (15h) :ts, after mlsp, 1w
section Supplementary (parallel track)
Wireless Comms for Everybody (10h) :wc, 2026-04-13, 1w
5G for Everyone (10h) :fiveg, after wc, 1w
Foundations of Adv. Wireless Comms (20h) :adv, after fiveg, 2w
Introduction to Satellite Communications (20h) :sat, after adv, 2w
Mastering Neural Networks & Regularisation :nn, after ts, 1w
Getting Started with ML at the Edge on Arm :edge, after nn, 1w
Course Reference Table
| # | Course | Phase | Hours | Level | Link |
|---|---|---|---|---|---|
| 1 | DSP 1 – Basic Concepts & Algorithms | DSP Foundations | 20h | Intermediate | Open → |
| 2 | DSP 2 – Filtering | DSP Foundations | 20h | Intermediate | Open → |
| 3 | DSP 3 – Analog vs Digital | DSP Foundations | 20h | Intermediate | Open → |
| 4 | DSP 4 – Applications | DSP Foundations | 20h | Intermediate | Open → |
| 5 | Audio Signal Processing for Music Applications | DSP Foundations | 50h | Intermediate | Open → |
| 6 | Hardware Security | Hardware Security | 10h | Intermediate | Open → |
| 7 | Cryptography and Information Theory | Hardware Security | 7.5h | Intermediate | Open → |
| 8 | RF and mmWave Circuit Design | RF Engineering | 30h | Intermediate | Open → |
| 9 | Microwave Engineering and Antennas | RF Engineering | 40h | Advanced | Open → |
| 10 | Advanced Machine Learning and Signal Processing | ML for Signals | 15h | Advanced | Open → |
| 11 | Sequences, Time Series and Prediction | ML for Signals | 15h | Intermediate | Open → |
| 12 | Wireless Communications for Everybody | Supplementary | 10h | Beginner | Open → |
| 13 | 5G for Everyone | Supplementary | 10h | Beginner | Open → |
| 14 | Foundations of Advanced Wireless Communication | Supplementary | 20h | Advanced | Open → |
| 15 | Introduction to Satellite Communications | Supplementary | 20h | Intermediate | Open → |
| 16 | Mastering Neural Networks & Model Regularisation | Supplementary | 15h | Intermediate | Open → |
| 17 | Getting Started with ML at the Edge on Arm | Supplementary | 10h | Intermediate | Open → |
Hour Summary
| Phase | Courses | Total Hours |
|---|---|---|
| Phase 1 – DSP Foundations | 5 | 130h |
| Phase 2 – Hardware Security | 2 | 17.5h |
| Phase 3 – RF Engineering | 2 | 70h |
| Phase 4 – ML for Signals | 2 | 30h |
| Core Path Total | 11 | ~248h |
| Supplementary | 6 | ~85h |
| Grand Total | 17 | ~333h |