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Curriculum
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Ai in Project Control
Ai in Project Control
Instructor
Mwada Fahmy
26
Students
enrolled
0
0 reviews
Course details
Lectures
:
165
Quizzes
:
90
Level
:
Advanced
Description
Curriculum
Prior course extras | Lec 1: From Cogs to Cognitive Agents 4/9/2026
1
P1 - LIVE - Foundations and Cybernetic Project Controls
Video lesson
2
P1 - PPT - Foundations and Cybernetic Project Controls
PDF lesson
3
P1 - VID - The Evolution of Management to AI Agents
Video lesson
4
TB P1: Foundations and Cybernetic Project Controls
PDF lesson
5
Podcast P1: The Evolution of Management to AI Agents
Audio lesson
6
AI Assisted Learning P1: From industrial bureaucracy to divided cognitive labour
20 questions
20-question single-choice quiz covering from industrial bureaucracy to divided cognitive labour. Chapter 1, pp. 1-5.
7
P2 - LIVE - AI Agent Architecture and Organisational Roles.
Video lesson
8
P2 - PPT - AI Agent Architecture and Organisational Roles.pdf
PDF lesson
9
P2 - VID - Designing AI Agents for Project Management
Video lesson
10
TB P2 - AI Agent Architecture and Organisational Roles.pdf
PDF lesson
11
Podcast P2: Designing AI Agents for Project Management
Audio lesson
12
AI Assisted Learning P2: Project controls as an evidence-to-decision cybernetic system
20 questions
20-question single-choice quiz covering project controls as an evidence-to-decision cybernetic system. Chapter 1, pp. 5-7.
13
P3 - PPT - Governed Implementation and Opportunity Canvas
PDF lesson
14
P3 - VID - Governing and Implementing AI Agents in Project Controls
Video lesson
15
TB P3 - Governed Agentic Project Organisation
PDF lesson
16
Podcast P3: Governing and Implementing AI Agents in Project Controls
Audio lesson
17
AI Assisted Learning P3: Governed AI agents and accountable delegation
20 questions
20-question single-choice quiz covering governed ai agents and accountable delegation. Chapter 1, pp. 7-16.
Prior course extras | Lec 2: The framework and CONTROL 11/9/2026
18
P1 - LIVE - The framework and CONTROL
Video lesson
19
P1 - PPT - AI-Augmented Project Management in Practice
PDF lesson
20
P1 - VID - AI-Augmented Project Management in Practice
Video lesson
21
Podcast P1: AI-Augmented Project Management in Practice
Audio lesson
22
AI-Assisted Learning P1: AI-Augmented Project Management in Practice
10 questions
10 single-choice questions on the use, validation and governance of AI in project controls.
23
P2 - LIVE - The framework and CONTROL
Video lesson
24
P2 - PPT - Prompt Engineering for Project Management
PDF lesson
25
P2 - VID - Prompt Engineering for Project Management
Video lesson
26
PPT - The framework and CONTROL
PDF lesson
27
Podcast P2: Prompt Engineering for Project Management
Audio lesson
28
AI-Assisted Learning P2: Prompt Engineering for Project Management
10 questions
10 single-choice questions on prompt design, grounding, validation and human review.
Prior course extras | Lec 3: Plugins and connected applications 18/9/2026
29
P1 - LIVE - Plugins and connected applications
Video lesson
30
P1 - PPT - The CONTROL Framework for AI Project Management
PDF lesson
31
P1 - VID - The CONTROL Framework for AI Project Management
Video lesson
32
Podcast P1: The CONTROL Framework for AI Project Management
Audio lesson
33
AI-Assisted Learning P1: The CONTROL Framework for AI Project Management
10 questions
10 single-choice questions on CONTROL, evidence grounding, analytical boundaries, verification and professional authority.
34
P2 - LIVE - Plugins and connected applications
Video lesson
35
P2 - PPT - Using Plugins and Connected Apps in Project Management
PDF lesson
36
P2 - VID - Using Plugins and Connected Apps in Project Management
Video lesson
37
Podcast P2: Using Plugins and Connected Apps in Project Management
Audio lesson
38
AI-Assisted Learning P2: Using Plugins and Connected Apps in Project Management
10 questions
10 single-choice questions on evidence retrieval, read-only testing, review before action, traceability and controlled updates.
Prior course extras | Lec 4: Building and using Skills – AI Agent 25/9/2026
39
P1 - LIVE - Building and using Skills – AI Agent
Video lesson
40
P1 - PPT - Building AI Agents for Project Management
PDF lesson
41
P1 - VID - Building AI Agents for Project Management
Video lesson
42
Podcast P1: Building AI Agents for Project Management
Audio lesson
43
AI-Assisted Learning P1: Building AI Agents for Project Management
10 questions
10 single-choice questions on AI agents, reusable methods, source validation, traceability and professional authority.
44
P2 - LIVE - Building and using Skills – AI Agent
Video lesson
45
P2 - PPT - Creating and Managing Reusable AI Skills
PDF lesson
46
P2 - VID - Creating and Managing Reusable AI Skills
Video lesson
47
Podcast P2: Creating and Managing Reusable AI Skills
Audio lesson
48
AI-Assisted Learning P2: Creating and Managing Reusable AI Skills
10 questions
10 single-choice questions on developing, testing, operating and improving reusable AI Skills in project management.
Managing AI Projects | Week 00 — Welcome and Course Resources
49
00.00 Learning guide — Welcome and Course Resources
Text lesson
50
00.01 Read — Managing AI Projects Module Guide
PDF lesson
51
00.02 Listen — Managing AI Projects Module Guide
23m 10s
52
00.04 Read — Complete course book
PDF lesson
53
00.05 Read — PMI Standard for Artificial Intelligence
PDF lesson
54
00.06 Read — Essential takeaways
PDF lesson
55
00.07 Read — Key terms
PDF lesson
56
00.09 Read — TARP 1 — introduction and resources
PDF lesson
57
00.10 Read — TARP 2 — introduction and resources
PDF lesson
58
00.11 Read — TARP 3 — introduction and resources
PDF lesson
59
00.14 Read — ALWI 04 — introduction and resources
PDF lesson
Managing AI Projects | Week 01 — Understanding AI Projects and Cognitive Agents 4/9/2026
60
01.00 Learning guide — Understanding AI Projects and Cognitive Agents
Text lesson
61
01.01 Optional warm-up song — Perceive, Judge, Pass the Biscuits
Video lesson
62
01.04 Read — Understanding AI Projects and Cognitive Agents
PDF lesson
63
01.01 — From mechanised work to cognitive assistance
Text lesson
64
01.018 Quiz — Point 01.01 - From mechanised work to cognitive assistance
10 questions
65
01.02 — Understanding AI models and services
Text lesson
66
01.051 Quiz — Point 01.02 - Understanding AI models and services
10 questions
67
01.03 — Perceive Judge Act and accountable agents
Text lesson
68
01.084 Quiz — Point 01.03 - Perceive Judge Act and accountable agents
10 questions
69
01.04 — AI across projects programmes and portfolios
Text lesson
70
01.117 Quiz — Point 01.04 - AI across projects programmes and portfolios
10 questions
71
01.05 — The CPMAI lifecycle and your learning route
Text lesson
72
01.150 Quiz — Point 01.05 - The CPMAI lifecycle and your learning route
10 questions
73
01.151 Quiz — Week 01 - Exam
30 questions
Managing AI Projects | Week 02 — Prompt Engineering for Project Management and Project Controls 11/9/2026
74
02.00 Learning guide — Prompt Engineering for Project Management and Project Controls
Text lesson
75
02.01 Optional warm-up song — Prompt It Like You Mean It
Video lesson
76
02.04 Read — Prompt Engineering for Project Management and Project Controls
PDF lesson
77
02.01 — See what a stronger prompt changes
Video lesson
78
02.027 Quiz — Point 02.01 - See what a stronger prompt changes
10 questions
79
02.02 — Choose the right type of prompt
Video lesson
80
02.077 Quiz — Point 02.02 - Choose the right type of prompt
10 questions
81
02.03 — Put prompting to work in project management
Video lesson
82
02.107 Quiz — Point 02.03 - Put prompting to work in project management
10 questions
83
02.04 — Use prompting to sharpen project controls
Video lesson
84
02.129 Quiz — Point 02.04 - Use prompting to sharpen project controls
10 questions
85
02.05 — Build workflows and a prompt toolkit
Video lesson
86
02.151 Quiz — Point 02.05 - Build workflows and a prompt toolkit
10 questions
87
02.152 Quiz — Week 02 - Exam
30 questions
Managing AI Projects | Week 03 — Connected Project Workflows with ChatGPT Plugins and Neon 18/9/2026
88
03.00 Learning guide — Connected Project Workflows with ChatGPT Plugins and Neon
Text lesson
89
03.01 Optional warm-up song — Inbox Zero, Biscuit Hero
Video lesson
90
03.04 Read — Connected Project Workflows with ChatGPT Plugins and Neon
PDF lesson
91
03.01 — Selecting and connecting apps and plugins
Video lesson
92
03.031 Quiz — Point 03.01 - Selecting and connecting apps and plugins
10 questions
93
03.02 — Managing Outlook email and calendars
Video lesson
94
03.053 Quiz — Point 03.02 - Managing Outlook email and calendars
10 questions
95
03.03 — Using Teams meetings and conversations
Video lesson
96
03.075 Quiz — Point 03.03 - Using Teams meetings and conversations
10 questions
97
03.04 — Automating routine project administration
Video lesson
98
03.101 Quiz — Point 03.04 - Automating routine project administration
10 questions
99
03.05 — Using Neon as a project records database
Video lesson
100
03.127 Quiz — Point 03.05 - Using Neon as a project records database
10 questions
101
03.128 Quiz — Week 03 - Exam
30 questions
Managing AI Projects | Week 04 — Building intelligent project applications with Lovable and ChatGPT 25/9/2026
102
04.00 Learning guide — Building intelligent project applications with Lovable and ChatGPT
Text lesson
103
04.01 Optional warm-up song — Dashboard Disco, Spreadsheet Sorrow
Video lesson
104
04.04 Read — Building intelligent project applications with Lovable and ChatGPT
PDF lesson
105
04.01 — Build through a conversation
Video lesson
106
04.019 Quiz — Point 04.01 - Build through a conversation
10 questions
107
04.02 — Build the project controls people want to use
Video lesson
108
04.037 Quiz — Point 04.02 - Build the project controls people want to use
10 questions
109
04.03 — Build risk and benefits applications
Video lesson
110
04.051 Quiz — Point 04.03 - Build risk and benefits applications
10 questions
111
04.04 — Connect your dashboards to Neon through ChatGPT
Video lesson
112
04.073 Quiz — Point 04.04 - Connect your dashboards to Neon through ChatGPT
10 questions
113
04.05 — Add AI recommendations and intelligent reports
Video lesson
114
04.115 Quiz — Point 04.05 - Add AI recommendations and intelligent reports
10 questions
115
04.116 Quiz — Week 04 - Exam
30 questions
Managing AI Projects | Week 05 — Responsible and Trustworthy AI 2/10/2026
116
05.00 Learning guide — Responsible and Trustworthy AI
Text lesson
117
05.01 Optional warm-up song — Trust Me, I've Got an Audit Trail
Video lesson
118
05.04 Read — Responsible and Trustworthy AI
PDF lesson
119
05.01 — Privacy and security
Video lesson
120
05.027 Quiz — Point 05.01 - Privacy and security
10 questions
121
05.02 — Transparency and explainability
Video lesson
122
05.049 Quiz — Point 05.02 - Transparency and explainability
10 questions
123
05.03 — Bias fairness and human impacts
Video lesson
124
05.067 Quiz — Point 05.03 - Bias fairness and human impacts
10 questions
125
05.04 — Governance compliance and legal responsibilities
Video lesson
126
05.081 Quiz — Point 05.04 - Governance compliance and legal responsibilities
10 questions
127
05.05 — Accountability and audit trails
Video lesson
128
05.099 Quiz — Point 05.05 - Accountability and audit trails
10 questions
129
05.100 Quiz — Week 05 - Exam
30 questions
130
P1 - LIVE
Video lesson
131
P2 - LIVE
Video lesson
Managing AI Projects | Week 06 — Business Problems AI Feasibility and Value 9/10/2026
132
06.00 Learning guide — Business Problems AI Feasibility and Value
Text lesson
133
06.01 Optional warm-up song — The Kettle Wants a Business Case
Video lesson
134
06.04 Read — Business Problems AI Feasibility and Value
PDF lesson
135
06.01 — Defining the problem and user needs
Video lesson
136
06.023 Quiz — Point 06.01 - Defining the problem and user needs
10 questions
137
06.02 — AI patterns and the proposed solution
Video lesson
138
06.041 Quiz — Point 06.02 - AI patterns and the proposed solution
10 questions
139
06.03 — Feasibility readiness and AI maturity
Video lesson
140
06.063 Quiz — Point 06.03 - Feasibility readiness and AI maturity
10 questions
141
06.04 — Return on investment and whole life cost
Video lesson
142
06.085 Quiz — Point 06.04 - Return on investment and whole life cost
10 questions
143
06.05 — Business cases and portfolio investment
Video lesson
144
06.103 Quiz — Point 06.05 - Business cases and portfolio investment
10 questions
145
06.104 Quiz — Week 06 - Exam
30 questions
146
P1 - LIVE
Video lesson
147
P2 - LIVE
Video lesson
Managing AI Projects | Week 07 — Planning AI Delivery Teams Risks and Success 16/10/2026
148
07.00 Learning guide — Planning AI Delivery Teams Risks and Success
Text lesson
149
07.01 Optional warm-up song — Scope Creep Ate My Lunch
Video lesson
150
07.04 Read — Planning AI Delivery Teams Risks and Success
PDF lesson
151
07.01 — Regulating project specific AI risks
Video lesson
152
07.023 Quiz — Point 07.01 - Regulating project specific AI risks
10 questions
153
07.02 — Scope schedule and lifecycle planning
Video lesson
154
07.045 Quiz — Point 07.02 - Scope schedule and lifecycle planning
10 questions
155
07.03 — Establishing AI project success metrics
Video lesson
156
07.063 Quiz — Point 07.03 - Establishing AI project success metrics
10 questions
157
07.04 — Teams resources and programme coordination
Video lesson
158
07.081 Quiz — Point 07.04 - Teams resources and programme coordination
10 questions
159
07.05 — People culture engagement and organisational change
Video lesson
160
07.099 Quiz — Point 07.05 - People culture engagement and organisational change
10 questions
161
07.100 Quiz — Week 07 - Exam
30 questions
Managing AI Projects | Week 08 — Understanding Data Requirements and Sources 23/10/2026
162
08.00 Learning guide — Understanding Data Requirements and Sources
Text lesson
163
08.01 Optional warm-up song — Who Put a Biscuit in the Database
Video lesson
164
08.04 Read — Understanding Data Requirements and Sources
PDF lesson
165
08.01 — Specifying data requirements
Video lesson
166
08.043 Quiz — Point 08.01 - Specifying data requirements
10 questions
167
08.02 — Identifying data experts and stewards
Video lesson
168
08.061 Quiz — Point 08.02 - Identifying data experts and stewards
10 questions
169
08.03 — Locating and understanding data sources
Video lesson
170
08.083 Quiz — Point 08.03 - Locating and understanding data sources
10 questions
171
08.04 — Collecting and checking required data
Video lesson
172
08.113 Quiz — Point 08.04 - Collecting and checking required data
10 questions
173
08.114 Quiz — Week 08 - Exam
30 questions
Managing AI Projects | Week 09 — Data Quality Preparation and Readiness 30/10/2026
174
09.00 Learning guide — Data Quality Preparation and Readiness
Text lesson
175
09.01 Optional warm-up song — My Spreadsheet Needs a Bath
Video lesson
176
09.04 Read — Data Quality Preparation and Readiness
PDF lesson
177
09.01 — Evaluating data quality
Video lesson
178
09.023 Quiz — Point 09.01 - Evaluating data quality
10 questions
179
09.02 — Deciding whether data is sufficient
Video lesson
180
09.041 Quiz — Point 09.02 - Deciding whether data is sufficient
10 questions
181
09.03 — Cleaning transforming and enriching data
Video lesson
182
09.063 Quiz — Point 09.03 - Cleaning transforming and enriching data
10 questions
183
09.04 — Verifying readiness before model development
Video lesson
184
09.085 Quiz — Point 09.04 - Verifying readiness before model development
10 questions
185
09.05 — Explaining findings to leadership
Video lesson
186
09.107 Quiz — Point 09.05 - Explaining findings to leadership
10 questions
187
09.108 Quiz — Week 09 - Exam
30 questions
Managing AI Projects | Week 10 — Data Infrastructure Pipelines and Governance 6/11/2026
188
10.00 Learning guide — Data Infrastructure Pipelines and Governance
Text lesson
189
10.01 Optional warm-up song — The Data Pipe Has a Tea Leak
Video lesson
190
10.04 Read — Data Infrastructure Pipelines and Governance
PDF lesson
191
10.01 — The AI workspace and infrastructure
Video lesson
192
10.027 Quiz — Point 10.01 - The AI workspace and infrastructure
10 questions
193
10.02 — Reliable pipelines and refresh
Video lesson
194
10.049 Quiz — Point 10.02 - Reliable pipelines and refresh
10 questions
195
10.03 — Data rights privacy and access
Video lesson
196
10.071 Quiz — Point 10.03 - Data rights privacy and access
10 questions
197
10.04 — Lineage versions and governance
Video lesson
198
10.101 Quiz — Point 10.04 - Lineage versions and governance
10 questions
199
10.102 Quiz — Week 10 - Exam
30 questions
Managing AI Projects | Week 11 — Model Selection Development and Generative AI 13/11/2026
200
11.00 Learning guide — Model Selection Development and Generative AI
Text lesson
201
11.01 Optional warm-up song — The Kettle Wants a Pension
Video lesson
202
11.04 Read — Model Selection Development and Generative AI
PDF lesson
203
11.01 — Learning approaches and model selection
Video lesson
204
11.039 Quiz — Point 11.01 - Learning approaches and model selection
10 questions
205
11.02 — Building buying and adapting generative AI
Video lesson
206
11.057 Quiz — Point 11.02 - Building buying and adapting generative AI
10 questions
207
11.03 — Managing training and tuning
Video lesson
208
11.075 Quiz — Point 11.03 - Managing training and tuning
10 questions
209
11.04 — Quality assurance and configuration control
Video lesson
210
11.097 Quiz — Point 11.04 - Quality assurance and configuration control
10 questions
211
11.05 — Experiments, learning behaviour and reproducibility
Video lesson
212
11.123 Quiz — Point 11.05 - Experiments, learning behaviour and reproducibility
10 questions
213
11.124 Quiz — Week 11 - Exam
30 questions
Managing AI Projects | Week 12 — Model Evaluation and Operational Readiness 20/11/2026
214
12.00 Learning guide — Model Evaluation and Operational Readiness
Text lesson
215
12.01 Optional warm-up song — The Toaster Is Not the Fire Chief
Video lesson
216
12.04 Read — Model Evaluation and Operational Readiness
PDF lesson
217
12.01 — Performance measures and error costs
Video lesson
218
12.039 Quiz — Point 12.01 - Performance measures and error costs
10 questions
219
12.02 — Robustness validation and generalisation
Video lesson
220
12.065 Quiz — Point 12.02 - Robustness validation and generalisation
10 questions
221
12.03 — Fairness transparency and explanation
Video lesson
222
12.083 Quiz — Point 12.03 - Fairness transparency and explanation
10 questions
223
12.04 — Business and user acceptance
Video lesson
224
12.105 Quiz — Point 12.04 - Business and user acceptance
10 questions
225
12.05 — The release decision
Video lesson
226
12.139 Quiz — Point 12.05 - The release decision
10 questions
227
12.140 Quiz — Week 12 - Exam
30 questions
Managing AI Projects | Week 13 — Deployment Integration and Operational Handover 27/11/2026
228
13.00 Learning guide — Deployment Integration and Operational Handover
Text lesson
229
13.01 Optional warm-up song — The Broom Cupboard Boardroom
Video lesson
230
13.04 Read — Deployment Integration and Operational Handover
PDF lesson
231
13.01 — Deployment strategy and planning
Video lesson
232
13.031 Quiz — Point 13.01 - Deployment strategy and planning
10 questions
233
13.02 — Executing and verifying deployment
Video lesson
234
13.049 Quiz — Point 13.02 - Executing and verifying deployment
10 questions
235
13.03 — Operational handover and support
Video lesson
236
13.067 Quiz — Point 13.03 - Operational handover and support
10 questions
237
13.04 — Embedding AI into everyday work
Video lesson
238
13.085 Quiz — Point 13.04 - Embedding AI into everyday work
10 questions
239
13.05 — Contingency and recovery
Video lesson
240
13.103 Quiz — Point 13.05 - Contingency and recovery
10 questions
241
13.104 Quiz — Week 13 - Exam
30 questions
Managing AI Projects | Week 14 — Monitoring Improvement and AI Project Outcomes 4/12/2026
242
14.00 Learning guide — Monitoring Improvement and AI Project Outcomes
Text lesson
243
14.01 Optional warm-up song — Employee of the Year Is a Bin
Video lesson
244
14.04 Read — Monitoring Improvement and AI Project Outcomes
PDF lesson
245
14.01 — Operational performance benefits and sustainable value
Video lesson
246
14.039 Quiz — Point 14.01 - Operational performance benefits and sustainable value
10 questions
247
14.02 — Drift diagnosis and retraining
Video lesson
248
14.061 Quiz — Point 14.02 - Drift diagnosis and retraining
10 questions
249
14.03 — Continuing governance change and retirement
Video lesson
250
14.091 Quiz — Point 14.03 - Continuing governance change and retirement
10 questions
251
14.04 — Outcomes reporting and lessons learned
Video lesson
252
14.117 Quiz — Point 14.04 - Outcomes reporting and lessons learned
10 questions
253
14.118 Quiz — Week 14 - Exam
30 questions
Managing AI Projects | Week 15 — Reading and Consolidation 11/12/2026
254
15.00 Learning guide — Reading and Consolidation
Text lesson
255
15.001 Consolidate your learning
Text lesson
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