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Computing & IS

72nd Graduation: Doctoral Citations – CoCIS

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ANGOLE Okelo Richard
ANGOLE Okelo Richard

ANGOLE Okelo Richard
Ontology-Based Model for Integrating Knowledge of Modern and Traditional Medicine

Mr. ANGOLE Okelo Richard developed ontology model for integrating complex knowledge of African traditional medicine and modern medicine. complex African Society; African Traditional Medicine (ATM) is used in parallel to Modern medicine (MM). Various attempts have been made to bridge the gap between ATM and MM in order to harmonize treatment and to create an equal form of therapeutic cooperation but in vein due to lack of formal structure and complexity of the knowledge. each practitioner has their own terminologies and ways of providing healing services unlike Knowledge generated from Modern medicine which is structured. Therefore, ATM knowledge is isolated and mistrusted yet a lot of knowledge is generated in the practices which could be used across the whole health sector. In addition, modern medicine alone does not provide whole health needs of patients and the drugs are characterized by having undesired side effects, ATM provides holistic health intervention. ATM treats the body, the mind and the spirit. There is need to come up with a better technology to handle this complex structure of medical knowledge which the current artificial Intelligent (AI) systems used in e-health cannot manage. The model developed bush the backend of AI to handle complexity in medical knowledge. The work was supervised by Assoc Prof. Gilbert Maiga and Dr George Wiiliam Okori.


ATUHURIIRE Marriette Katarahweire
ATUHURIIRE Marriette Katarahweire

ATUHURIIRE Marriette Katarahweire
Form-based Data Security in Mobile Health Data Collection Systems in Low-Resource Settings

Ms. ATUHURIIRE Marriette Katarahweire investigated security challenges in mobile health data collection systems deployed in low-resource settings. It was found out that data in MHDCS are diverse and have varying security requirements depending on their sensitivity levels. Particular emphasis was on incorporating security controls early in the development process through electronic forms to be used for data collection, and according to sensitivity levels of the data. A data sensitivity model was developed that takes into consideration both static and dynamic parameters for data sensitivity and categorizes data into different sensitivity levels using parameters defined by the stakeholders. Use of the model enables developers to design and build mobile health data collection systems that adhere to the security goals of confidentiality, integrity and availability. This is expected to reduce the potential threats and increase the confidence and adoption of eHealth services. The study was funded by NORAD and was supervised by Assoc Prof Engineer Bainomugisha and Assoc Prof Khalid Azim Mughal.


KAMUKAMA Ismail
KAMUKAMA Ismail

KAMUKAMA Ismail
A model for spatial variability of typhoid disease incidences in Uganda

Mr. KAMUKAMA Ismail integrated clinical, environmental and demographic data to explore spatial variability of typhoid disease incidences in Uganda for the period 2012 to 2017 using data science method. The study first explored spatial-temporal trends and distribution patterns of typhoid disease incidences at both regional and national levels in order to gain initial disease burden insights in the population. The study then revealed highest incidences and clustering of the disease in the central region, followed by Western, Eastern and Northern regions throughout the study period. Geographically Weighted Regression model revealed that poor handwashing practice was mainly influencing disease occurrences in Northwestern, Northern and Northeastern parts of the country. Excessive rainfall was most responsible for disease occurrences in the Eastern, Central and Southern parts of the country. Poor drainage was mainly influencing disease occurrences in the Western, Central and Southern parts of the country. This knowledge is essential for planners and decision-makers to: efficiently plan, enforce preventive measures and make targeted interventions, which eventually reduce disease surveillance costs. The study was funded by SIDA and supervised by Assoc Prof. Gilbert Maiga, Dr. Denis Ssebuggwawo and Dr. Peter Nabende.


KAMULEGEYA Grace Bugembe
KAMULEGEYA Grace Bugembe

KAMULEGEYA Grace Bugembe
Characterization of Practices and Measurements in Software Start-ups in an Emerging Ecosystem

Mr. KAMULEGEYA Grace Bugembe, through case studies investigated and characterized software hub operations and software start-up practices, and growth-tracking metrics in the emerging East Africa start-up ecosystem. His study characterized the operations of hubs in East Africa as not much had been established about how hubs nurture software start-ups. He also established that software start-ups indeed measured but adopted and adapted some practices and metrics used in start-ups in developed ecosystems. He designed and developed a progress measurement dashboard that start-ups can use to monitor their key growth metrics. He also iteratively derived 10 dimensions that can be used to influence and distinguish metrics used in software start-ups and mature software companies. The compiled hub practices can be used by existing and new hubs to benchmark their operations against the successful hubs in the East African region. The growth metrics will enable software start-ups to track the important aspects of their businesses in the different stages as they grow. This study was funded by SIDA and Supervised by Prof Regina Hebig and Dr. Raymond Mugwanya.


MBABAZI Ruth Mutebi
MBABAZI Ruth Mutebi

MBABAZI Ruth Mutebi
Designing Persuasive Technologies For Societal Benefit: A Persuasive Technology For Fighting Electricity Theft In Kampala, Uganda

Ms. MBABAZI Ruth Mutebi studied persuasive technology design frameworks, with the aim of developing a technology that could aid in reducing electricity theft in Kampala Uganda. After conducting a survey, Ruth found that electricity consumers are not willing to fight electricity theft, despite its’ negative impact on them. She was modified Fogg’s Eight Step Process using design theory resulting into the Design Theory-Fogg’s Eight Step Process (DT-FESP). This was used to develop a persuasive mobile application to increase willingness to participate in fighting electricity theft called, “Faayo” Evaluation of “Faayo” showed that it had potential to persuade electricity consumers. The research demonstrated the feasibility of persuasive technologies and recommended that Umeme includes them in their electricity theft mitigation strategies. The study was funded by SIDA and was supervised by Dr Julianne Sansa-Otim and Prof. Sebitosi Ben.


NAKASI Rose
NAKASI Rose

NAKASI Rose
Automated Diagnosis of Malaria in Thick Blood Smear Films: Deep Neural Network Approach

Ms. NAKASI Rose investigated how deep learning algorithms can be used for the automated detection of malaria and its parasitemia determination in microscopic thick blood smear images. Using an experimental design, the study revealed that by exploiting recent technological advances in 3D printing and deep learning to produce effective hardware and software respectively, a functioning point-of-care diagnosis system for malaria on this principle, capable of running on multiple microscopes and phone combinations can be produced. A malaria parasite detection accuracy of over 98% as compared to conventional machine learning methods was achieved. This study contributes to the practical improved malaria diagnosis especially in highly endemic, but low-resource settings in the Sub-Saharan Africa, where there are few trained lab experts. Further, the diagnostic solutions developed in this study could be adapted for the general microscopy disease diagnosis. The study was funded by SIDA, and was supervised by Dr. Ernest Mwebaze and Dr. Aminah Zawedde.


NAMUJUZI Sylvia
NAMUJUZI Sylvia

NAMUJUZI Sylvia
Management of Agriculture Archives in National Agricultural Research Institutes in Uganda

Ms. NAMUJUZI Sylvia investigated gaps in the management of agriculture archives in National Agricultural Research Institutes (NARIs) particularly, documentation, maintenance and access. Using case study and descriptive designs, the study established that various agriculture archives existed in NARIs according to their specialties, but were largely in paper format including: Maps, Datasets, Institutional correspondences, Photographs and Government Acts and legislations, among others. However, most of these archival materials were not processed, classified, accessioned and catalogued leading to poor documentation, maintenance and access. Two major outputs of this study were: an evaluated Agriculture Archives Management Framework for closing the gaps and an Agriculture Archives Monitoring and Evaluation Tool for continuous process improvements in agriculture archives management. Further, the framework and the evaluation tool could be adopted by other Agricultural Institutions for the general management of agriculture archives in their possession. The study was funded by Carnegie and was supervised by Prof. Robert Ikoja-Odongo and Dr. Mary Basaasa Muhenda.


SANYA Rahman
SANYA Rahman

SANYA Rahman
Predicting Infectious Disease Density in Urban Settings using Convolutional Neural Networks

Mr. SANYA Rahman’s thesis explored applications of Convolutional Neural Networks (CNN) for modeling and analyzing spatial dynamics of human infectious diseases in low-income urban settings. This work integrates multiple and diverse data sources including housing density signals (used as proxy for indoor overcrowding) extracted from remote sensing satellite imagery, and socio-economic well-being, as predictors for disease density. Using Tuberculosis (TB) disease data from Uganda, the study found that CNN were promising for detecting and quantifying patterns in infectious disease density. This work is the first of its kind in exploring possibilities afforded by advances in deep learning algorithms and remote sensing data to enhance understanding of infectious disease processes. By doing so, it has expanded the frontiers of methods available for digital epidemiology. The study was funded by the African Development Bank and supervised by Dr. Ernest Mwebaze and Assoc Prof Gilbert Maiga.


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Computing & IS

Cisco NetAcad Olympics 2024

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Block A of the College of Computing and Information Sciences (CoCIS), Makerere University, with foliage in the foreground, Kampala Uganda, East Africa.

The Centre for Innovations & Professional Skills Development, College of Computing & IS at Makerere University is announcing the Middle East & Africa NetAcad Olympics 2024 FREE Training Clinic. The opportunity is here to raise the next generation of Network Professionals. All youth are invited to be part of this competition and experience a change in their lives. Participants will be exposed to either Network foundations CCNA 1 (Introduction to Networks), Cybersecurity Ops (How you can protect networks and yourself online today), and/or Network Security (protect and secure of the underlying networking infrastructure).

Dates: 1st – 31st March 2024

Opportunity begins here.

Cisco NetAcad is offering the following trainings :

  1. Cisco Certified Networking Associate (CCNA) 1 
  2. Network Security
  3. CyberOps (Cyber Security) Associate

REGISTER using the link below:
https://forms.gle/SVTZBhHJz75t7ZUbA

ADDITIONAL info. available via WhatsApp link below:
https://chat.whatsapp.com/EijTAyNcUZs5HbwITLTT7W

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Computing & IS

CoCIS CIPSD Call For Applications: March, May, July & September 2024 Short Courses Intakes

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The Principal CoCIS, Prof. Tonny Oyana (Right) joined by the Head CIPSD-Ms. Barbara Nalubega (Left) presents a certificate to one of the over 300 graduands who pursued education under the auspices of the Makerere-Amity and e-VBAB Project during the award ceremony held on 14th April 2023 at CoCIS, Makerere University.

Makerere University College of Computing & Information Sciences ‘Centre for Innovations and Professional Skills Development (CIPSD) is a highly regarded unit in Makerere University and plays a significant role in providing individuals with practical computer knowledge and skills to support a 21st century knowledge-based economy. The centre strategically offers training that is responsive to the needs of the society which is achieved through tailoring courses towards what the industry demands. The Centre has been at the forefront to assist government and other organizations to build human capacity with various ICT skills. The Centre has the capacity to enroll 5,000 students per annum because it has large-sized computer laboratories with a 500-seater capacity.

CIPSD’s mission is two-fold:1) to offer ICT professional skills development and incubation of new ideas, as well as, nurture new technology-based businesses; and 2) to augment theoretical computing knowledge among individuals and ground them with relevant professional ICT skills for industries.

Courses Offered

  1. Certificate in Computer Applications (CCA) @ UGX 200,000 for 5 weeks
    This is an introductory course that teaches one how to use a computer and the basic applications used in an office, business, or computing environment.
    New intake commenced on 5th Feb 2024. Time: 9:00am to 11:00 am daily for 5 weeks
  2. Cisco Certified Networking Associate CCNA) @ UGX 700,000 for 6 months
    Designed for people who have no previous computer networking experience, schoolleavers, graduates and mature entrants retraining for a second career. The course provides knowledge and skills related to network fundamentals, LAN switching technologies etc.
  3. PC Repair & Software Maintenance@ UGX 700,000 for 8 weeks
    This course provides an excellent introduction to IT and an interactive exposure to personal computers, hardware& operating systems as well as advanced concepts
  4. Cisco Certified Networking Professional (CCNP) @ UGX 1,000,000 for 6 months
    The current CCNP curriculum is divided into two skill sets :
    Advanced routing & Core networking
    This course is the advanced level required of Network Engineers
  5. Microsoft Certified Solutions Associate /Microsoft Azure (Fundamentals and Administration) @ UGX 700,000 for 2 months per module
    This course is for professionals who examine and investigate company needs and then plan, design, install, configure, maintain, and troubleshoot Microsoft Windows Server solutions, SQL Database server systems etc. (Consists of 5 modules)
  6. ORACLE Database 19C @ UGX 800,000 for 3 months
    Administration Workshop Course Overview
    In this oracle certification you will learn about Oracle database administrator practical experience in administering, monitoring, tuning and troubleshooting an Oracle database.
    Through a blend of hands-on labs and interactive lectures you will learn how to create database storage structures appropriate for the business applications supported by your database.
  7. Certificate in Graphics & Image Editing @ UGX 600,000 for 2 months
    Learn the design software programs that every pro needs to know: Adobe Photoshop, Illustrator, and InDesign. Discover techniques for creating digital images, illustrations, and layouts, addressing fundamental concepts in color, typography, and composition.
  8. Dynamic Website Development @ UGX 600,000 for 2 months
    Get the skills and hands-on practice you need to succeed in the complex and challenging world of web development.
  9. Cyber Security Ops Associate @ UGX 700,000 for 2 months
    Students learn about the protection of computer systems and networks from the theft of or damage to their hardware, software, or electronic data, as well as from the disruption or misdirection of the services they provide.
  10. Certificate in Video Editing & Motion Graphics @ UGX 500,000 for 2 months
    In this certificate you will learn how to edit and tell a story using Adobe Premiere Pro, use After Effects to create motion graphics and titles and use Adobe’s Dynamic Linking to make the most efficient workflow possible.
  11. IC3 Digital literacy/ICDL @ UGX 1,400,000 UGX for 2 months
    (Internet Core Competency Certification) Digital Literacy certification is a global benchmark for basic computer literacy, operating systems, hardware, software, and networks.
  12. Ethical Hacking @ UGX 700,000 for 6 weeks
    Many depend on ethical hackers to identify weaknesses in their networks, endpoints, devices, or applications. The hacker informs their client as to when they will be attacking the system, as well as the scope of the attack. An ethical hacker operates within the confines of their agreement with their client.
    Who is best suited for a career in Ethical Hacking? Ethical hackers are generally experts in programming, cybersecurity, security analysis, and networking infrastructure. Ethical hackers tend to be out-of-the-box thinkers
  13. Artificial Intelligence (Machine Learning & Deep learning) with PYTHON@ UGX 700,000 for 6 weeks
    This is a hands-on coding course that focuses on Labs and projects& It entails:
    • Implementing a linear regression model using Python and NumPy.
    • Building a decision tree classifier for a given dataset using scikit-learn.
    • Developing a Convolutional Neural Network (CNN) to classify images using TensorFlow or Keras.
    • Training a Recurrent Neural Network (RNN) on a given text dataset to generate new text.
    • Implementing a reinforcement learning algorithm to train an agent to play a game. Etc
  14. Programming/Coding in PYTHON @ UGX 600,000 for 2 months
    This course will provide an introduction to programming using Python for highly motivated students with little or no prior experience in programming automated devices. The course will focus on planning and organizing programs, as well as the grammar of the Python programming language
  15. Data Analysis & Visualization Using PYTHON @ UGX 700,000 for 4 Weeks
    Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. Pandas is one of those packages, and makes importing and analyzing data much easier.
    The course delves into: Exploratory Data Analysis (EDA)
  16. 3D Computer Animation
    3D Computer Animation is a practice-led course that explores both the theory and practice of digital 3D animation in film, television, games and interactive applications.
    For the Beginners’ Stage UGX 500,000, For the Intermediate Stage UGX 650,000 & For The Advanced Stage UGX 650,000 (7 Months Total Duration & 1 Month Of Internship At Crossroads Multimedia Ltd)
  17. Computer Skills Bootcamps and Master Classes.
    We also organise special bootcamps and master classes in January, March, June, August, October, and December. These hands-on practial sessions are meant to help participants brush up their Computer skills.

Contact us

Whatsapp or Call : +256-752-779964
Url: www.cis.mak.ac.ug/cipsd

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Computing & IS

Over 600 graduate from CoCIS during the Mak 74th Graduation ceremony

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The Vice Chancellor, Prof. Barnabas Nawangwe (Right) confers the Degree of Doctor of Philosophy in Information Science upon Ms. Ilako Caroline (Left) on Day 3 of the 74th Graduation. 74th Graduation Ceremony, Day 3, 31st January 2024, College of Computing and Information Sciences (CoCIS), Freedom Square, Makerere University, Kampala Uganda, East Africa.

661 graduands from the College of Computing and Information Sciences (CoCIS) were on 31st January awarded degrees and diplomas in the different disciplines during the 3rd session of Mak 74th Graduation ceremony.

Of that total, 626 graduates walked away with undergraduate (Bachelors degrees), 32 with  Masters Degrees, 2 with PhDs while 1 got a Post Graduate Diploma.

The Principal – CoCIS, Prof. Tonny Oyana presenting the graduands from the College of Computing and Information Sciences. 74th Graduation Ceremony, Day 3, 31st January 2024, College of Computing and Information Sciences (CoCIS), Freedom Square, Makerere University, Kampala Uganda, East Africa.
The Principal – CoCIS, Prof. Tonny Oyana presenting the graduands from the College of Computing and Information Sciences. 

The five-day long graduation ceremony kicked off  on  the 29th of January 2024 – 2nd February 2024. During the course of the 74th graduation ceremony   a total of 12,913 graduands  received degrees and diplomas of Makerere University. Of these, a total of 132 graduands  graduated with PhDs, 1585 with Masters degrees, 11,016 with Bachelor’s degrees, 156 with postgraduate diplomas, and 24 with undergraduate diplomas.

53% of the graduands were female and 47% were male. In the category of PhD graduands, 46 were female and 86 were male. In the category of students graduating with Master’s degrees, 699 were female and 886 were male.

Students in jovial mode celebrate upon graduation. 74th Graduation Ceremony, Day 3, 31st January 2024, College of Computing and Information Sciences (CoCIS), Freedom Square, Makerere University, Kampala Uganda, East Africa.
Students in jovial mode celebrate upon graduation.

The graduation ceremony was presided over by the Vice Chancellor Makerere University Prof. Barnabas Nawangwe.  Nawangwe  executed the role of Chancellor as provided for in the Universities and Other Tertiary Institutions Act following the expiry of the tenure of Prof. Ezra Suruma as Chancellor.  The University Council commenced the search for his successor that was on-going.

CoCIS Commended for Noble Research in Artificial Intelligence to Solve Africa’s Problems

Reflecting on the May 2019 UNESCO conference on Artificial Intelligence and education in Beijing, China, the Vice Chancellor asserted the university’s potential and commitment to utilization of  AI to make a difference for Africa.

Prof. Nawangwe  reported that the  University through the College of Computing and Information Sciences in collaboration with the School of Public Health received a grant funding worth US$1,500,000 (5.5bn/=) from Google to support its Ocular project that is undertaking research on usage of Artificial Intelligence to enhance the diagnosis process of Malaria, Tuberculosis and Cervical Cancer in Uganda.

Launched on 13th September 2023, the project team led by Dr. Rose Nakasi benched on the rampant challenges faced by the laboratory experts while undertaking diagnosis procedures. Health centres in Uganda are not only strained with the escalating number of patients seeking for laboratory screening tests – the country has few trained laboratory technicians to support the diagnosis process using the microscope.

The research team according to the Nawangwe took advantage of the existing technologies such as the smartphone and the availability of at least a microscope in every health centre across the country to develop a 3D printable adaptor that was attached to an eye piece of the microscope. The 3D adapter was also slotted in the smartphone to capture images.

Some of the PhD Graduands on Day 3 of the 74th Graduation Ceremony. 74th Graduation Ceremony, Day 3, 31st January 2024, College of Computing and Information Sciences (CoCIS), Freedom Square, Makerere University, Kampala Uganda, East Africa.
Some of the PhD Graduands on Day 3 of the 74th Graduation Ceremony.

With the capabilities of Artificial intelligence through computer vision, images can be processed and this directs the experts where the pathogens are. This technology shortens the diagnosis process making it more accurate, quicker and easier to diagnose health conditions and potentially reducing screening time by over 80%.

The Vice Chancellor also reported that in addition, researchers led by a second-year PhD student Paddy Junior Asiimwe designed a device to monitor elderly people with dementia and cognitive impairment in rural Uganda. The device, wearable by the elderly will monitor the patients’ movement and location and then signal the caretaker and the hospital in case of emergencies.

The technology funded by Government of Uganda through Mak-RIF was disclosed on 13th October, 2023. It monitors elderly people remotely using GPS technology which defines a safe zone around a user and a PDR system to monitor the position of the user within the safe zone.  This technology is cheap, and better than the systems existing on market, and is best recommended for more resource constrained environments. The system operates independent of the user mostly in rural areas who cannot read and write. It does not require electricity and runs on batteries, charged once a week and can run for 30 days.

Ms. Ilako Caroline who graduated with a PhD in Information Science smiles for the camera. 74th Graduation Ceremony, Day 3, 31st January 2024, College of Computing and Information Sciences (CoCIS), Freedom Square, Makerere University, Kampala Uganda, East Africa.
Ms. Ilako Caroline who graduated with a PhD in Information Science smiles for the camera.

Prof. Nawangwe also highlighted how university researchers lead by Prof. Engineer Bainomugisha has invented devices geared towards monitoring and  managing air quality across cities on the continent.

 “The AirQo Project, in collaboration with various partners launched the CLEAN-Air Africa Network on 5th April 2023 bringing together communities of practice from over fifteen cities in Africa, with a focus on utilising low-cost sensors for air quality management in Africa.

Prof. Tonny Onyana (Right), Assoc. Prof. Engineer Bainomugisha (Centre), and Dr. Swaib K. Kyanda (Left) sharing a light moment prior to the graduation ceremony. 74th Graduation Ceremony, Day 3, 31st January 2024, College of Computing and Information Sciences (CoCIS), Freedom Square, Makerere University, Kampala Uganda, East Africa.
Prof. Tonny Onyana (Right), Assoc. Prof. Engineer Bainomugisha (Centre), and Dr. Swaib K. Kyanda (Left) sharing a light moment prior to the graduation ceremony.

Held under the theme: Championing Liveable Urban Environments through African Networks for Air, the workshop served as a Launchpad for Africa-led collaborations and multi-regional partnerships for sustained interventions to achieve cleaner air across the Continent”, Nawangwe appreciated.

Five get the Vice Chancellor’s Research Excellence Awards 2023

During this third session ,  the Vice Chancellor recognized the best researchers listed and  published in the Graduation Booklet and the Mak News Magazine. The awards were based on Scopus database. The researchers were honored  by the  Vice Chancellor and Chairperson of Makerere University during the convocation luncheon held at  Makerere University Convocation House.

CoCIS  best researchers included.

  • Prof. Bainomugisha Engineer
  • Prof. Nabukenya Josephine
  • Nabende Peter
  • Professor Baguma Rehema
  • Odongo Eyobu Steven

Prof. Nawangwe urged all staff to continue conducting research on national development priorities as well as matters of global interest and publishing their work in high-impact journals so as contribute to our drive to become a research-led university. He also advised on the need for the research to lead to patents, copyrights and trademarks, and tangible innovations in the form of products, policy briefs, manuals and others.

Some of the graduands from the College of Computing and Information Sciences. 74th Graduation Ceremony, Day 3, 31st January 2024, College of Computing and Information Sciences (CoCIS), Freedom Square, Makerere University, Kampala Uganda, East Africa.
Some of the graduands from the College of Computing and Information Sciences.

The Vice Chancellor highlighted a number of achievements recorded in the last two years including the timely issuance of the academic transcripts at the time of graduation.

In his key message to the graduands, Prof. Nawangwe described graduation as the most important and most memorable day in the life of any scholar on grounds that it is a licence to succeed in life, and a privilege to serve humanity.

“You have worked hard to get a degree or diploma from one of the best universities in the World. This is a license for you to succeed in whatever you choose to do in your life career. But always remember that success will only come with discipline and hard work, while honoring your parents and fearing God.

Shortly you will become an alumnus of this great institution. Cherish the knowledge and experiences you have collected while here, but remember that learning never ends. Our gates remain open for you if you wish to pursue higher degrees”, The professor advised.

With a degree from one of the best universities in the World, Prof. Nawangwe stressed, that graduates have no reason not to succeed in life.

“Indeed, the World is yours to conquer. If jobs are not forthcoming, create them, for we have empowered you not only to be employable, but also to be entrepreneurs. Be the light that others will follow. We are proud that we have been a part of your life, that we have given you the knowledge and courage to face life in this ever-changing World.  Go out to the World and make it a better place”. He emphasized.

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Please find these and more in the Vice Chancellors speech attached.

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