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            "locale": "fr",
            "summary": "Honowa Academy est un centre de formation professionnelle basé à Makèpè, Douala (Cameroun). Depuis près de 10 ans, l'école propose des parcours personnalisés, fondés sur des projets réels, en marketing digital, analyse de données, développement d'applications et secrétariat bureautique.",
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                "saturday": "09:00–16:00",
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                "en"
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                        "Google Ads",
                        "Search Console",
                        "GA4",
                        "Canva / IA créa",
                        "ChatGPT",
                        "Looker Studio",
                        "Mailchimp"
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                        "Traffic manager & media buyer",
                        "Chargé de marketing digital",
                        "Consultant indépendant pour PME"
                    ]
                },
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                    "name": "Analyse de données",
                    "summary": "Transformez les données brutes en insights précieux pour prendre des décisions éclairées. Maîtrisez les outils et techniques d'analyse qui sont au cœur de l'économie numérique.",
                    "url": "https://honowa-academy.cm/fr/formations/analyse-de-donnees",
                    "markdown": "https://honowa-academy.cm/fr/formations/analyse-de-donnees.md",
                    "tools": [
                        "Excel avancé",
                        "SQL",
                        "Python",
                        "Pandas",
                        "Power BI",
                        "DAX",
                        "Power Query",
                        "Git de base"
                    ],
                    "careers": [
                        "Data analyst / analyste décisionnel",
                        "Spécialiste Power BI / BI officer",
                        "Consultant reporting",
                        "Manager data-driven (parcours dédié)"
                    ]
                },
                "dev-applications": {
                    "name": "Développement d'applications",
                    "summary": "Acquérez les compétences techniques pour concevoir et développer des sites web et des applications mobiles performants et attractifs, répondant aux standards actuels.",
                    "url": "https://honowa-academy.cm/fr/formations/developpement-applications",
                    "markdown": "https://honowa-academy.cm/fr/formations/developpement-applications.md",
                    "tools": [
                        "VS Code",
                        "Git & GitHub",
                        "HTML / CSS",
                        "JavaScript",
                        "React",
                        "Node.js",
                        "REST APIs",
                        "Flutter / Dart"
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                        "Développeur mobile Flutter",
                        "Intégrateur web exigeant",
                        "Freelance produit pour PME et startups"
                    ]
                },
                "secretariat-bureautique": {
                    "name": "Secrétariat & bureautique",
                    "summary": "Devenez opérationnel(le) en secrétariat moderne : courriers, tableaux de bord, agenda, accueil. Quatre formations, du pack Office au parcours métier de six mois.",
                    "url": "https://honowa-academy.cm/fr/formations/secretariat-bureautique",
                    "markdown": "https://honowa-academy.cm/fr/formations/secretariat-bureautique.md",
                    "tools": [
                        "Windows",
                        "Word",
                        "Excel",
                        "PowerPoint",
                        "Outlook",
                        "TCD",
                        "Publipostage",
                        "Power Query (option)"
                    ],
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                        "Secrétaire administratif(ve)",
                        "Assistant(e) de direction",
                        "Assistant(e) de gestion / office manager junior",
                        "Agent d'accueil et d'administration"
                    ]
                }
            },
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                    "id": "marketing-expert",
                    "name": "Parcours complet : Marketing Digital Expert",
                    "summary": "Maîtrisez les principaux concepts et devenez un expert en stratégies digitales.",
                    "description": "Maîtrisez les principaux concepts et techniques du marketing digital : SEO, SEA, réseaux sociaux, email marketing, analytics et stratégie de contenu.",
                    "domain": "marketing-digital",
                    "mode": "Certification · Formation personnalisée",
                    "duration_months": 6,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P6M",
                    "price_fcfa": 500000,
                    "outcomes": [
                        "Élaborer une stratégie digitale complète",
                        "Optimiser le référencement d'un site web",
                        "Gérer des campagnes publicitaires en ligne",
                        "Analyser et interpréter les données marketing"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/marketing-digital#marketing-expert"
                },
                {
                    "id": "facebook-ads",
                    "name": "Vendre sur Facebook",
                    "summary": "Boostez vos ventes grâce aux plateformes Meta.",
                    "description": "Boostez vos ventes grâce aux plateformes Meta. Apprenez à créer et gérer des campagnes publicitaires efficaces sur Facebook et Instagram.",
                    "domain": "marketing-digital",
                    "mode": "En groupe ou individuel · Formation personnalisée",
                    "duration_months": null,
                    "duration_weeks": 3,
                    "duration_hours": null,
                    "duration_iso": "P3W",
                    "price_fcfa": 50000,
                    "outcomes": [
                        "Configurer Facebook Business Manager",
                        "Créer des publicités qui convertissent",
                        "Optimiser le ciblage de votre audience",
                        "Analyser la performance de vos campagnes"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/marketing-digital#facebook-ads"
                },
                {
                    "id": "community-management",
                    "name": "Community Management",
                    "summary": "Gérez et développez une communauté en ligne.",
                    "description": "Gérez et développez une communauté en ligne. Apprenez à créer du contenu engageant et à interagir efficacement avec votre audience.",
                    "domain": "marketing-digital",
                    "mode": "Présentiel ou distanciel · Formation personnalisée",
                    "duration_months": 2,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P2M",
                    "price_fcfa": 150000,
                    "outcomes": [
                        "Élaborer une stratégie de contenu",
                        "Créer des posts engageants",
                        "Gérer les interactions et la modération",
                        "Analyser les métriques d'engagement"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/marketing-digital#community-management"
                },
                {
                    "id": "marketing-managers",
                    "name": "Marketing digital pour managers",
                    "summary": "Pilotez une équipe et des stratégies digitales efficaces.",
                    "description": "Gérez votre équipe et développez des stratégies digitales efficaces. Une formation conçue pour les managers et décideurs.",
                    "domain": "marketing-digital",
                    "mode": "Pour professionnels · Formation personnalisée",
                    "duration_months": 1,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P1M",
                    "price_fcfa": 180000,
                    "outcomes": [
                        "Comprendre les enjeux du marketing digital",
                        "Définir des KPIs pertinents",
                        "Gérer et motiver une équipe marketing",
                        "Allouer efficacement un budget marketing"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/marketing-digital#marketing-managers"
                },
                {
                    "id": "data-expert",
                    "name": "Parcours complet : Expert en analyse de données",
                    "summary": "Transformez les données en insights actionnables pour prendre les meilleures décisions.",
                    "description": "Devenez un expert capable d'extraire, traiter et analyser des données pour générer des insights stratégiques et orienter les décisions business.",
                    "domain": "analyse-donnees",
                    "mode": "Formation personnalisée",
                    "duration_months": 10,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P10M",
                    "price_fcfa": 500000,
                    "outcomes": [
                        "Maîtriser Python et SQL pour l'analyse de données",
                        "Nettoyer et préparer des jeux de données complexes",
                        "Créer des visualisations impactantes avec Power BI",
                        "Implémenter des modèles statistiques et de ML"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/analyse-de-donnees#data-expert"
                },
                {
                    "id": "data-managers",
                    "name": "L'analyse de données pour managers",
                    "summary": "Devenez un manager data-driven.",
                    "description": "Utilisez les données pour prendre les meilleures décisions au meilleur moment. Une formation pour les managers qui souhaitent devenir data-driven.",
                    "domain": "analyse-donnees",
                    "mode": "Pour professionnels · Formation personnalisée",
                    "duration_months": 1,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P1M",
                    "price_fcfa": 200000,
                    "outcomes": [
                        "Comprendre les fondamentaux de l'analyse de données",
                        "Poser les bonnes questions analytiques",
                        "Interpréter correctement les données",
                        "Intégrer la data dans votre processus décisionnel"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/analyse-de-donnees#data-managers"
                },
                {
                    "id": "power-bi",
                    "name": "Formation Power BI",
                    "summary": "Créez des tableaux de bord dynamiques et des rapports interactifs.",
                    "description": "Maîtrisez Microsoft Power BI pour créer des tableaux de bord dynamiques et des rapports interactifs qui transforment vos données en insights actionnables.",
                    "domain": "analyse-donnees",
                    "mode": "Préparation à la certification · Formation personnalisée",
                    "duration_months": 3,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P3M",
                    "price_fcfa": 280000,
                    "outcomes": [
                        "Importer, transformer et modéliser des données",
                        "Utiliser DAX pour les calculs avancés",
                        "Construire des visualisations complexes",
                        "Préparer la certification Microsoft Power BI"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/analyse-de-donnees#power-bi"
                },
                {
                    "id": "web-dev",
                    "name": "Développement web",
                    "summary": "Maîtrisez les technologies essentielles pour créer des sites et applications web modernes.",
                    "description": "Prenez en main les technologies essentielles pour créer des sites internet et des applications web modernes, réactives et sécurisées.",
                    "domain": "dev-applications",
                    "mode": "Présentiel ou distanciel · Formation personnalisée",
                    "duration_months": 12,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P12M",
                    "price_fcfa": 500000,
                    "outcomes": [
                        "HTML5, CSS3 et JavaScript moderne",
                        "Frameworks front-end (React.js)",
                        "Développement back-end (Node.js)",
                        "Bases de données et API RESTful"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/developpement-applications#web-dev"
                },
                {
                    "id": "mobile-dev",
                    "name": "Développement mobile",
                    "summary": "Créez des applications natives Android et iOS avec Flutter.",
                    "description": "Créez des applications mobiles natives pour Android et iOS avec Flutter, le framework de Google pour le développement cross-platform.",
                    "domain": "dev-applications",
                    "mode": "Flutter · Formation personnalisée",
                    "duration_months": 12,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P12M",
                    "price_fcfa": 500000,
                    "outcomes": [
                        "Langage Dart et framework Flutter",
                        "Conception d'interfaces utilisateur",
                        "Gestion d'état et navigation",
                        "Intégration API et déploiement"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/developpement-applications#mobile-dev"
                },
                {
                    "id": "atelier-ia",
                    "name": "Atelier : créer une application avec l'IA",
                    "summary": "Transformez votre idée en application réellement en ligne, avec l'IA, sans écrire une ligne de code.",
                    "description": "Trois séances du soir (7 h 30) : lundi, mercredi et vendredi, de 17 h 30 à 20 h, 5 participants maximum. Pour ceux qui travaillent la journée.",
                    "domain": "dev-applications",
                    "mode": "Présentiel · Formation personnalisée",
                    "duration_months": null,
                    "duration_weeks": null,
                    "duration_hours": 7.5,
                    "duration_iso": "PT7H30M",
                    "price_fcfa": 28000,
                    "outcomes": [
                        "Cadrer une idée et la traduire en instructions exploitables par l'IA",
                        "Générer, corriger et faire évoluer une application avec Cursor et Lovable",
                        "Mettre son application en ligne avec une vraie adresse",
                        "Distinguer ce que vous pouvez faire seul de ce qui exige un développeur"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/developpement-applications#atelier-ia"
                },
                {
                    "id": "pack-office",
                    "name": "Pack Office Pro — Word, Excel, PowerPoint & Outlook",
                    "summary": "Produire seuls courriers, tableaux de suivi, présentations et mails pro.",
                    "description": "90 heures, en 3 mois (3 × 2,5 h / semaine) ou 12 jours intensifs. Pour étudiants, demandeurs d'emploi, employés admin et débutants PC : savoir allumer un ordinateur et utiliser une souris suffit. Tarif catalogue 100 000 FCFA ; early bird 80 000 FCFA.",
                    "domain": "secretariat-bureautique",
                    "mode": "Soir ou intensif · Formation personnalisée",
                    "duration_months": 3,
                    "duration_weeks": null,
                    "duration_hours": 90,
                    "duration_iso": "P3M",
                    "price_fcfa": 90000,
                    "outcomes": [
                        "Windows : dossiers, raccourcis, sauvegarde et cloud de base",
                        "Word : mise en page, styles, modèles, publipostage, CV et rapports",
                        "Excel : formules, fonctions, graphiques, listes et intro aux TCD",
                        "PowerPoint et Outlook : présentations orales, mails, agenda, signatures"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/secretariat-bureautique#pack-office"
                },
                {
                    "id": "excel-avance",
                    "name": "Excel Avancé — Analyse, TCD & tableaux de bord",
                    "summary": "Analyser des données, construire des TCD et un tableau de bord exploitable.",
                    "description": "35 heures, en 1 mois le soir ou 5 jours intensifs. Pour comptables, RH, commerciaux, assistants de gestion et PME. Prérequis : Excel de base (SOMME, moyenne, filtres). Tarif catalogue 95 000 FCFA ; promo 75 000 FCFA. Option Power Query : +8 h / +25 000 FCFA en groupe.",
                    "domain": "secretariat-bureautique",
                    "mode": "Soir ou intensif · Formation personnalisée",
                    "duration_months": 1,
                    "duration_weeks": null,
                    "duration_hours": 35,
                    "duration_iso": "P1M",
                    "price_fcfa": 85000,
                    "outcomes": [
                        "Fonctions avancées : SI, RECHERCHEX, INDEX/EQUIV, texte et dates",
                        "Bases de données Excel : tableaux, validation, suppression des doublons",
                        "Tableaux croisés dynamiques et graphiques croisés",
                        "Tableaux de bord : KPI, mise en forme conditionnelle, navigation"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/secretariat-bureautique#excel-avance"
                },
                {
                    "id": "word-pro",
                    "name": "Word Pro — Documents administratifs & publipostage",
                    "summary": "Documents administratifs propres, modèles et publipostages.",
                    "description": "28 heures, en 1 mois le soir ou 4 jours intensifs. Pour secrétaires, assistants, étudiants et agents admin. Prérequis : bases de saisie clavier. Tarif groupe : 50 000 FCFA / personne.",
                    "domain": "secretariat-bureautique",
                    "mode": "Soir ou intensif · Formation personnalisée",
                    "duration_months": 1,
                    "duration_weeks": null,
                    "duration_hours": 28,
                    "duration_iso": "P1M",
                    "price_fcfa": 50000,
                    "outcomes": [
                        "Interface Word et saisie efficace",
                        "Mise en forme, styles, documents longs (en-têtes, sommaire, sections)",
                        "Tableaux, images et en-têtes institutionnels",
                        "Modèles, publipostage, note de service, PV, courrier officiel"
                    ],
                    "url": "https://honowa-academy.cm/fr/formations/secretariat-bureautique#word-pro"
                },
                {
                    "id": "secretariat-admin",
                    "name": "Secrétariat administratif & bureautique — Parcours métier",
                    "summary": "Devenir opérationnel(le) en secrétariat moderne, jusqu'à l'assistante de direction.",
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                        "Notions de droit du travail / admin et simulation de poste"
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            "summary": "Honowa Academy is a professional training centre based in Makèpè, Douala (Cameroon). For nearly 10 years it has delivered personalised programmes built on real projects, covering digital marketing, data analysis, application development and office administration.",
            "updated_at": "2026-09-24T09:39:51+01:00",
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                "address": "Makèpè, Douala, Cameroun",
                "city": "Douala",
                "country": "Cameroon",
                "country_code": "CM"
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                "saturday": "09:00–16:00",
                "sunday": "closed"
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            "pricing": "Fees depend on duration and programme type. The Data Analysis Expert full path costs 500,000 FCFA, Power BI training 280,000 FCFA and Data analysis for managers 200,000 FCFA. For other programmes, contact us for a personalised quote. We offer flexible payment options and discounts for groups and companies.",
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                        "Google Ads",
                        "Search Console",
                        "GA4",
                        "Canva / AI creatives",
                        "ChatGPT",
                        "Looker Studio",
                        "Mailchimp"
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                        "Traffic manager & media buyer",
                        "Digital marketing officer",
                        "Independent consultant for SMEs"
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                    "tools": [
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                        "SQL",
                        "Python",
                        "Pandas",
                        "Power BI",
                        "DAX",
                        "Power Query",
                        "Basic Git"
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                        "Reporting consultant",
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                        "Git & GitHub",
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                        "React",
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                        "REST APIs",
                        "Flutter / Dart"
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                        "Flutter mobile developer",
                        "Demanding web integrator",
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                        "Power Query (optional)"
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                        "Run online advertising campaigns",
                        "Analyse and interpret marketing data"
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                        "Optimise audience targeting",
                        "Analyse campaign performance"
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                    "id": "community-management",
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                    "summary": "Build and grow an online community.",
                    "description": "Build and grow an online community. Learn to create engaging content and interact effectively with your audience.",
                    "domain": "marketing-digital",
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                    "duration_months": 2,
                    "duration_weeks": null,
                    "duration_hours": null,
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                    "price_fcfa": 150000,
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                    "duration_months": 1,
                    "duration_weeks": null,
                    "duration_hours": null,
                    "duration_iso": "P1M",
                    "price_fcfa": 180000,
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                        "Define relevant KPIs",
                        "Lead and motivate a marketing team",
                        "Allocate a marketing budget effectively"
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                    "duration_weeks": null,
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                    "mode": "For professionals · Personalised programme",
                    "duration_months": 1,
                    "duration_weeks": null,
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                    "description": "Master Microsoft Power BI to build dynamic dashboards and interactive reports that turn data into actionable insight.",
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                        "Build complex visualisations",
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                    "mode": "On-site or remote · Personalised programme",
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                    "duration_hours": null,
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