Ghana's national Girls-in-ICT programme ran a 10-day AI, machine-learning, big-data and cybersecurity bootcamp for 50 female university students at the Kofi Annan ICT Centre, part of a wider rollout reaching thousands of girls, 60%+ with no prior computer experience.
50
Female university students in tertiary AI/ML/Big Data/Cybersecurity bootcamp (September 2021)
10 days
Bootcamp duration (September 2021)
~2,000
Girls trained in North East and Western North regions (2021)
60,000
Female senior-high students reached (cybersecurity-focused) (2021)
500
Upper-primary/JHS girls trained in Greater Accra Region (June 2024)
60%+
Trained girls with no prior computer experience
5,000
Girls planned for further regional expansion
Details
Maturity
Scaling
Promoter
Ministry of Communications and Digitalisation (Ghana) / GIFEC
Period
2021–2024
Keywords
AI literacy, digital skills, gender equality, government
Context
Ghana's Ministry of Communications and Digitalisation, GIFEC and the Kofi Annan ICT Centre of Excellence, with Huawei Technologies Ghana as tertiary partner, run a national Girls-in-ICT initiative spanning upper-primary through tertiary education.
Objectives
To build AI, machine learning, big data and cybersecurity skills among Ghanaian girls and young women, addressing the gender gap in ICT careers.
Activities
In September 2021 a 10-day residential programme trained 50 female university students in Artificial Intelligence, Machine Learning, Big Data and Cybersecurity as the tertiary strand of the initiative. Parallel lower-level tracks reached roughly 2,000 girls in the North East and Western North regions and 60,000 female senior-high students across Ashanti, Central and Eastern regions in 2021 (cybersecurity-focused), rising to 500 upper-primary and junior-high girls trained in the Greater Accra Region in June 2024.
Results
Organisers reported that over 60% of trained girls had no prior experience with computers. The programme has continued expanding regionally each year, with 5,000 more girls planned for the Bono, Bono East, Ahafo, Savannah and Northern regions.
Conclusions
This is a genuinely national, multi-year, multi-region government programme with substantial reach across education levels, but published evidence remains participation counts and a baseline statistic rather than a formal outcomes evaluation.
Implementation
Indicative cost
Medium (€50k–€500k) — 10-day residential tertiary bootcamp (50 students) plus large-scale senior-high/JHS outreach across multiple regions, with industry partner Huawei involved at tertiary level.
Time to results
Long (> 3 years) — Launched September 2021; expanded to new regions each year through at least 2024, with 5,000 more girls planned.
Staffing & skills
Ministry of Communications and Digitalisation staff, GIFEC, Kofi Annan ICT Centre of Excellence trainers, Huawei Technologies Ghana as tertiary industry partner
Conditions for success
multi-level design spanning upper-primary/JHS, senior-high and tertiary tracks
named industry partner (Huawei) supporting the tertiary curriculum
annual regional expansion plan
Common failure modes
no formal pre/post skills or employment-outcomes evaluation published despite years of rollout
reach figures are participation counts self-reported by the convening ministry, not independently audited
Where it fits
Governance type
government-led with industry partner
Scale
national, multi-region
Income level
lower-middle income
Commonly funded by
National / regional programmes
Indicative funding routes for practices of this type — always check each programme's current calls and eligibility rules.
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Data sources
Where this practice's information was retrieved from, and when.