Professional Certificate in Data Science with scikit-learn

Yes. The UNIVGA GROUP is registered with the National Agency for Investment Promotion of Gabon (ANPI-Gabon) and has all legal registrations: NIF 370669-C, RCCM GA-LBV-01-2020-A10-01945, and CNSS 014-0205895-A. The institution is also officially recognized by the Ministry of Professional Training under authorization no. 000306/MENICFP/SG/DGFP/DFP, which empowers it to train and issue training certificates as well as Bac+2 level diplomas, notably the DTS.

UNIVGA is authorized to directly issue training certificates and Bac+2 level diplomas (DTS). For higher level diplomas—Professional Bachelor's, Bachelor's, Professional Master's, MBA, DBA—they are issued by our local or international partner universities. This collaboration ensures that your diplomas benefit from broad academic recognition, beyond Gabon's borders.

Yes, on multiple levels. In the UK, UNIVGA GROUP is registered under company number 12581906, recognized by HM Revenue and Customs (HMRC) with VAT number GB353434312, and listed on the UK Register of Regulated Educational Institutions under UKPRN 10086514. UNIVGA is also accredited (ID: CINVU11GA2019I1156) as an Executive Board Member and Member of the Educational Committee of CINVU (Comstech Inter-Islamic Network on Virtual Universities), which operates under the auspices of the Standing Committee on Scientific and Technological Cooperation of the Organization of Islamic Cooperation (OIC). This accreditation signifies our academic excellence and contribution to higher education globally.

Le CINVU (Comstech Inter-Islamic Network on Virtual Universities) is an international network that promotes cooperation and knowledge sharing among virtual universities and higher education institutions in the member countries of the Organization of Islamic Cooperation (OIC). UNIVGA sits on its executive board and educational committee under the identifier CINVU11GA2019I1156. This accreditation attests to the quality of our teaching, our academic standards, and our commitment to digital higher education within a network spanning over 50 countries.

The UNIVGA GROUP’s headquarters are located in Libreville, Gabon—Nzeng-Ayong neighborhood, Chantier Moderne, top floor, the door to the right of the tiled building across from Plaisance. Although our courses are 100% online, we maintain a physical location to welcome students, accept registration documents, and process tuition payments. The institution is also incorporated in the United Kingdom as a company (Company Number 12581906), which reinforces its international scope.

GROUPE UNIVGA is the official and administrative name of the institution, the one that appears on all legal documents, registrations, and ministerial authorizations. «Université Virtuelle du Gabon» (or UNIVGA) is the trade name adopted to reflect the institution’s fully digital nature and to make it easier for the public to identify it. It is therefore the same entity: the administrative name is GROUPE UNIVGA, and the commonly used name is Virtual University of Gabon.

Each lesson is structured in several progressive steps. You begin with the Course Essentials (written text + audio + downloadable PDF), which includes a case study explained in detail, a FAQ, and preparation questions. Then, you complete 3 mandatory activities: Key Points (10 enrichments), Role Play (professional decision simulation), and Assessment (timed quiz). All 3 activities must be completed to unlock the next lesson.

Yes. Each lesson includes an audio course that you can listen to at any time, as well as a downloadable PDF containing all of the written content of the lesson. This allows you to review offline, on the go, or without internet access. The audio content is particularly popular with students who want to learn while mobile.

Each lesson includes a practical case study directly integrated into the course content. It is accompanied by an in-depth explanation section to help you understand how theory applies in a real-world situation. These cases are drawn from actual professional contexts (African and international) and allow you to ground your learning in practice from the very first reading.

The preparation questions at the end of each lesson serve a dual purpose. First, they allow you to deepen your understanding of the course through your own research and personal reflection. Second, for students pursuing a degree, they serve to prepare you for discussions during your videoconferenced course explanation sessions with your academic advisor. By working on them in advance, you will get the most out of each session.

Yes, all mandatory activities (Key Points, Role-Playing, Evaluation) are automatically graded by the platform. You get immediate feedback on your answers with your score and mastery level. This allows you to quickly identify your weaknesses and review the necessary concepts before continuing your progress.

The progressive unlocking system ensures that each student truly grasps the concepts before moving on. The 3 mandatory activities (Key Points, Scenario, and Assessment) verify different skills: comprehension, decision-making, and recall. This rigorous pedagogical model ensures the quality of the course and the value of your training.

For a certified training program, only a copy of your ID is required. Certified training programs are open to the general public without prior educational qualifications. You can even make the payment in advance—the training will effectively begin after your ID has been received and validated by the administration.

You have two options. You can submit your documents directly online via the pre-registration form at univga.org/preinscription/, or visit the UNIVGA Group headquarters in person in Libreville, Nzeng-Ayong neighborhood, Chantier Moderne (top floor, door on the right of the tiled building opposite Plaisance). In both cases, your documents will be verified before official validation.

UNIVGA accepts several payment methods: Mobile Money, online directly on the website, in person at the Libreville headquarters, or by international transfer. To get the exact details for your payment method, please contact UNIVGA administration directly via the "Contact Us" tab on this page.

Thanks to the institution’s fully digital system, courses typically begin within 1 to 3 business days after your payment is confirmed. This short turnaround time allows the administration to finalize your enrollment, create your student account, and set up your access to the platform with all your courses.

The maximum duration of a certification course is 3 months. However, since you progress at your own pace by completing the activities in each lesson, you can absolutely finish well before the 3 months if you progress quickly. There are no time constraints or imposed academic calendar — unlike degree programs.

By default, certified training courses operate autonomously with the assistance of the administrative team. However, if you wish to benefit from personalized human support (video conference explanation sessions, supervised assignments), this option is available upon request from management. After evaluating your situation, a personalized quote will be offered to you – whether for individual support or corporate coverage.

Certified training programs award a certificate of competence that attests to your mastery of the studied field. This is not an LMD university degree. To obtain a recognized degree (Bachelor's, Master's, MBA, DBA), you must enroll in one of UNIVGA's degree programs, which benefit from full support with dedicated instructors, an academic calendar, and supervised exams.

You benefit from the assistance of the UNIVGA administrative team for all your administrative and technical questions. Each activity is automatically assessed with immediate feedback on your answers, and your progress is tracked lesson by lesson thanks to clear indicators. The FAQ integrated into each lesson answers the most common doubts, and preparation questions guide you in your personal research.

The main difference lies in the support and recognition. Degree programs (Bachelor’s, Master’s, MBA, DBA) include comprehensive personal support: dedicated instructors, videoconference sessions, a personalized academic calendar, supervised assignments, and thesis defenses for Bachelor’s (L3) and higher levels. They follow the LMD system with ECTS credits. Certification programs, on the other hand, are 100% self-paced, open to all without prerequisites, last up to 3 months, and include administrative support and automated grading. Personalized support is available upon request for an additional fee.