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Department of Statistics & Demography

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Academic Programmes

Statistics

The department offers a major in Statistics in combination with a minor in any of the following:

Business Administration, Demography, Economics, Political and Administrative Studies and Sociology

The Department offers double major degree programs in the following combinations:

Statistics and Computer Science,

Statistics and Demography, and

Statistics and Mathematics

Second year algebra and calculus courses are strictly required to take all third and fourth year statistics courses. It is therefore desirable for students to have obtained a credit in mathematics or equivalent at COSC level before being admitted into these programmes.

Faculty of Social Sciences regulations governing supplementary, repeat of failed courses, discontinuation and/or exclusion from the Faculty and/or University will be applicable to all programme in the Department. This also applies to course work/final examination weighting, timing of University examinations as well as degree award classification.

The Department reserves the right to offer or not to offer an optional course during any given academic year.

The Department also offers a 2-year Certificate programme in statistics. in each programme of study all prescribed courses in a given academic year must be taken and passed with a final grade of 50% or more before a student can proceed to a subsequent year of study and/or graduate.

The Department offers the following courses, listed with the prerequisites:

Course

Number           Course Title                                         Pre-requisite

Core course

ST171-3            Introduction to Statistics I                       None

ST172-3            Introduction to Statistics II                      None

ST271-4            Statistical Methods I                               ST 171 and ST 172 or M111 and M112

ST272-4            Statistical Methods II                              ST 171 and ST 172 or M111 and M112

ST276-4            Introduction to Probability                      M104 or M112

ST371-4            Mathematics for Statistics                        M205 and M206 or equivalent

ST372-4            Survey Methods and Application             ST 271 and ST 272

ST375-3            Applied Regression Analysis                    ST 271 and ST 272

ST376-3            Design of Experiments                           ST 271 and ST 272

ST472-4            Introduction to Multivariate Methods       ST 375 or equivalent

ST473-3            Introduction to Operations Research        ST 371 or equivalent

ST475-4            Statistical Theory                                    ST 276 and ST 371 or equivalent

ST476-4            Inferential Statistics                                 ST 276 and ST 371 or equivalent

ST478-3            Categorical Data Analysis                        ST 272 and ST 371 or equivalent

ST479-3            Introduction to Time Series Analysis        ST 375

ST490-6            Research Project in Statistics                    ST 272, ST 375 and ST 376

Optional courses

ST383-3            Actuarial Statistics                                   ST 276

ST385-3            Econometrics                                        ST 272 and ST 276

ST386-3            Economic Statistics                                ST 271 and ST 272

ST388-4            Social Statistics                                       ST 271 and ST 272

ST482-3            Industrial Statistics                                  ST 276

ST484-3            Intermediate Operations Research            ST 473

ST486-3            Stochastic Processes                                ST 276

ST487-4            Agricultural Statistics                               ST 372 and ST 376

ST488-3            Health Statistics                                      ST 276

Service Courses

ST151-3            Elementary Statistics and Probability        None

ST253-4            Statistical Methods and Application          ST 151 or ST 171

ST254-4            Statistical Methods for Business               ST 171 and ST 172

Major Minor Combinations

Statistics with Minor in Business Administration

Year I

Students must take and pass the following courses before they can proceed to year II

ST171-3            Introduction to Statistics I                      

ST172-3            Introduction to Statistics II                     

M103-4             Algebra I for Social Sciences                  

M104-4             Calculus I for Social Sciences                  

CL001-2           Computer Literacy                                

CSS100-8          Communication Skills                            

BA160-6           Introduction to Business Adminstration   

PLUS:A selection of optional courses to satisfy the minimum year credithours.

Year II

Students must take and pass the following courses before they can proceed to year III

ST271-4            Statistical Methods I                              

ST272-4            Statistical Methods I I                            

ST276-4            Introduction to Probability                     

M205-3             Algebra II for Social Sciences                 

M206-3             Calculus II for Soicial Sciences                

DEM251-4       Introduction to Population Studies          

BA261-6           Financial Accounting                              

BA271-6           Management Process                             

PLUS:A selection of optional courses, from 2nd year level, to satisfy the minimum year credit hours.

Year III

Students must take and pass the following courses before they can proceed to year IV

ST371-4            Mathematics for Statistics             

ST372-4            Survey Methods and Applications

ST375-3            Applied Regression Analysis       

ST376-3            Design of Experiments              

Elective: Any Two of the Following

ST383-3            Actuarial Statistics          

ST385-3            Econometrics               

ST386-3            Economic Statistics       

ST388-4            Social Statistics  

BA375-6           Principles of Marketing

                                                Either

BA361-6           Financial Accounting II  

                                                or

BA363-6           Cost Accounting           

PLUS:A selection of optional courses, from 3rd year level, to satisfy the minimum year credit hours, however, Business Administration course(s) is(are) recommended.

Year IV

Students must take and pass the following courses before they can graduate

ST472-4            Introduction to Multivariate Methods      

ST473-3            Introduction to Operations Research       

ST475-4            Statistical Theory                                   

ST476-4            Inferential Statistics                                

ST478-3            Categorical Data Analysis                       

ST479-3            Introduction to Time Series Analysis       

ST490-6            Research Project in Statistics                   

Elective :Any Two of the Following

ST482-3            Industrial Statistics         

ST484-3            Intermediate Operations Research

ST486-3            Stochastic Processes                   

ST487-4            Agricultural Statistics                  

PLUS:A selection of optional courses, from 4th year level, to satisfy the minimum year credithours, however, Business Administration or Statistics course is recommended.

Statistics with Minor in Demography

Year I

Students must take and pass the following courses before they can proceed to year II

ST171-3            Introduction to Statistics I          

ST172-3            Introduction to Statistics II         

M103-4             Algebra I for Social Sciences      

M104-4             Calculus I for Social Sciences      

CL001-2           Computer Literacy                    

CSS100-8          Communication Skills                

PLUS:A selection of optional courses to satisfy the minimum year credit hours.

Year II

Students must take and pass the following courses before they can proceed to year III

ST271-4            Statistical Methods I                              

ST272-4            Statistical Methods I I                            

ST276-4            Introduction to Probability                     

M205-3             Algebra II for Social Sciences                 

M206-4             Calculus II for Soicial Sciences                

DEM251-4       Introduction to Population Studies          

DEM252-4       Elementary Demographic Methods        

DEM253-6       Mathematics for Demography               

PLUS:A selection of optional courses, from 2nd year level, to satisfy the minimum year credit hours.

Year III

Students must take and pass the following courses before they can proceed to year IV

ST371-4            Mathematics for Statistics                       

ST372-4            Survey Methods and Applications           

ST375-3            Applied Regression Analysis                   

ST376-3            Design of Experiments                          

Elective :Any Two of the Following

ST383-3            Actuarial Statistics          

ST385-3            Econometrics               

ST386-3            Economic Statistics       

ST388-4            Social Statistics  

DEM351-4       Demographic Methods 

DEM352-4       Socio-economic Factors, Nuptiality and Fertility

DEM355-4       Migration and Urbanization

PLUS:A selection of optional courses, from 3rd year level, to satisfy the minimum year credit hours, however, Demography course is recommended.

Year IV

Students must take and pass the following courses before they can graduate

ST472-4            Introduction to Multivariate Methods

ST473-3            Introduction to Operations Research

ST475-4            Statistical Theory                                   

ST476-4            Inferential Statistics                                

ST478-3            Categorical Data Analysis                       

ST479-3            Introduction to Time Series Analysis

ST490-6            Research Project in Statistics                   

Elective:Any Two of the Following

ST482-3            Industrial Statistics                                 

ST484-3            Intermediate Operations Research           

ST486-3            Stochastic Processes                               

ST487-4            Agricultural Statistics                              

PLUS:A selection of optional courses, from 4th year level, to satisfy the minimum year credit hours, however, Demography or Statistics course is recommended.

Statistics with Minor in Economics

Year I

Students must take and pass the following courses before they can proceed to year II

ST171-3            Introduction to Statistics I          

ST172-3            Introduction to Statistics II         

M103-4             Algebra I for Social Sciences      

M104-4             Calculus I for Social Sciences      

CL001-2           Computer Literacy                    

CSS100-8          Communication Skills                

EC161-3           Elements of Microeconomoics   

EC162-3           Elements of Macroeconomics    

PLUS:A selection of optional courses to satisfy the minimum year credit hours.

Year II

Students must take and pass the following courses before they can proceed to year III

ST271-4            Statistical Methods I                              

ST272-4            Statistical Methods I I                            

ST276-4            Introduction to Probability                     

M205-3             Algebra II for Social Sciences                 

M206-3             Calculus II for Soicial Sciences                

DEM251-4       Introduction to Population Studies          

EC260-4           Principles of Microeconomics                

EC261-4           Principles of Macroeconomics                

PLUS:A selection of optional courses, from 2nd year level, to satisfy the minimum year credit hours.

Year III

Students must take and pass the following courses before they can proceed to year IV

ST371-4            Mathematics for Statistics                       

ST372-4            Survey Methods and Applications           

ST375-3            Applied Regression Analysis                   

ST376-3            Design of Experiments                          

ST385-3            Econometrics                                       

Elective:Any Two of the Following

ST383-3            Actuarial Statistics

ST386-3            Economic Statistics

ST388-4            Social Statistics

EC360-4           Intermediate Microeconomics Theory

EC361-4           Intermediate Macroeconomics Theory

EC362-6           Introduction to Development Economics

PLUS:A selection of optional courses, from 3rd year level, to satisfy the minimum year credit hours, however, Eonomics is recommended.

Year IV

Students must take and pass the following courses before they can proceed to year IV

ST472-4            Introduction to Multivariate Methods

ST473-3            Introduction to Operations Research       

ST475-4            Statistical Theory                                   

ST476-4            Inferential Statistics                                

ST478-3            Categorical Data Analysis                       

ST479-3            Introduction to Time Series Analysis       

ST490-6            Research Project in Statistics                   

Elective :Any Two of the Following

ST482-3            Industrial Statistics                                 

ST484-3            Intermediate Operations Research           

ST486-3            Stochastic Processes                               

ST487-4            Agricultural Statistics                              

PLUS:A selection of optional courses, from 4th year level, to satisfy the minimum year credit hours, however, Economics or Statistics course is recommended.

Statistics with Minor in Political and Administrative Studies

Year I

Students must take and pass the following courses before they can proceed to year II

ST171-3            Introduction to Statistics I

ST172-3            Introduction to Statistics II

M103-4             Algebra I for Social Sciences

M104-4             Calculus I for Social Sciences

CL001-2           Computer Literacy

CSS100-8          Communication Skills

PAS160-6          Introduction to African Politics and Administration

PLUS:A selection of optional courses to satisfy the minimum year credit hours.

Year II

Students must take and pass the following courses before they can proceed to year III

ST271-4            Statistical Methods I

ST272-4            Statistical Methods II

ST276-4            Introduction to Probability

M205-3             Algebra II for Social Sciences

M206-3             Calculus II for Soicial Sciences

DEM251-4       Introduction to Population Studies

PA261-3           Introduction to Public Administration

PS260-3            Introduction to Political Science  

PA261-3           Development Administration

PLUS:A selection of optional courses, from 2nd year level, to satisfy the minimum year credit hours; however, PAS course is advantegeous.

Year III

Students must take and pass the following courses before they can proceed to year IV

ST371-4            Mathematics for Statistics             

ST372-4            Survey Methods and Applications

ST375-3            Applied Regression Analysis

ST376-3            Design of Experiments

Elective:Any Two of the Following

ST383-3            Actuarial Statistics

ST385-3            Econometrics

ST386-3            Economic Statistics

ST388-4            Social Statistics

PA361-6           Comparative Public Administration

PA362-6           Organization Theory

PLUS:A selection of optional courses, from 3rd year level, to satisfy the minimum year credit hours, however, PAS course is recommended.

Year IV

Students must take and pass the following courses before they can proceed to year IV

ST472-4            Introduction to Multivariate Methods

ST473-3            Introduction to Operations Research

ST475-4            Statistical Theory

ST476-4            Inferential Statistics

ST478-3            Categorical Data Analysis

ST479-3            Introduction to Time Series Analysis

ST490-6            Research Project in Statistics

Elective:Any Two of the Following

ST482-3            Industrial Statistics

ST484-3            Intermediate Operations Research

ST486-3            Stochastic Processes

ST487-4            Agricultural Statistics

PLUS:A selection of optional courses, from 4th year level, to satisfy the minimum year credit hours, however, PAS or Statistics course is recommended.

Statistics With Minor in Sociology

Year I

Students must take and pass the following courses before they can proceed to year II

ST171-3            Introduction to Statistics I

ST172-3            Introduction to Statistics II

M103-4             Algebra I for Social Sciences

M104-4             Calculus I for Social Sciences

CL001-2           Computer Literacy

CSS100-8          Communication Skills

SOC161-6         Introduction to Sociology and Social Antropology

PLUS:A selection of optional courses to satisfy the minimum year credit hours.

Year II

Students must take and pass the following courses before they can proceed to year III

ST271-4            Statistical Methods I

ST272-4            Statistical Methods II

ST276-4            Introduction to Probability

M205-3             Algebra II for Social Sciences

M206-3             Calculus II for Soicial Sciences

DEM251-4       Introduction to Population Studies

SOC251-6         Introduction to Sociology and Social Antropology

SOC252-6         Introduction to Social Research Methods I

PLUS:A selection of optional courses, from 2nd year level, to satisfy the minimum year credit hours; however, Sociology course is advantegeous.

Year III

Students must take and pass the following courses before they can proceed to year IV

ST371-4            Mathematics for Statistics

ST372-4            Survey Methods and Applications

ST375-3            Applied Regression Analysis

ST376-3            Design of Experiments

Elective:Any Two of the Following

ST383-3            Actuarial Statistics

ST385-3            Econometrics

ST386-3            Economic Statistics

ST388-4            Social Statistics

SOC350-3         Sociology of Social Thought

SOC352-3         Introduction to Social Research Methods II

SOC343-3         Sociology of Health and Illness

PLUS:A selection of optional courses, from 3rd year level, to satisfy the minimum year credit hours, however, Sociology is recommended.

Year IV

Students must take and pass the following courses before they can proceed to year IV

ST472-4            Introduction to Multivariate Methods

ST473-3            Introduction to Operations Research

ST475-4            Statistical Theory

ST476-4            Inferential Statistics

ST478-3            Categorical Data Analysis

ST479-3            Introduction to Time Series Analysis

ST490-6            Research Project in Statistics

Elective:Any Two of the Following

ST482-3            Industrial Statistics

ST484-3            termediate Operations Research

ST486-3            chastic Processes

ST487-4            ricultural Statistics

PLUS:A selection of optional courses, from 4th year level, to satisfy the minimum year credit hours, however, Sociology or Statistics course is recommended.

Double Major Programs in Statistics

For double major programs ST171 and ST172 or M111 and M112 must be successfully completed, in order to take 2nd year statistics courses.

Statistics with Computer Science

Year II

The following second year level courses should be taken and passed in order to proceed to year III

Statistics

ST271-4            Statistical Methods I

ST272-4            Statistical Methods II

ST276-4            Introduction to Probability

M221-6             Linear Algebra

M222-6             Calculus II

CS2310-3          Introduction to Discrete Mathematics

CS2320-3          Introduction to Digital Logic Design

CS2400-4          Introduction to Computing and Information Technology

CS2330-3          Introduction to Database and Data Management

Year III

The following third year level courses should be taken and passed in order to proceed to year IV

ST375-3            Econometrics

ST372-4            Survey Methods and Applications

ST375-3            Applied Regression Analysis

ST376-3            Design of Experiments

CS3300-3          Data Structures and Algorithms

CS3310-3          Theory of Computation

CS3330-3          Systems Analysis and Design

CS3320-3          Computer Architecture I

CS3321-3          Operating Systems I

 and at least one course from the following:

ST383-3            Actuarial Statistics

ST386-3            Economic Statistics

ST388-4            Social Statistics

And at least one course from the following:

CS3531-5          Artificial Intelligence and Expert Systems

CS3332-3          Introduction to Object Oriented Programming

CS3311-3          Programming Languages

Year IV

The following fourth year level courses should be taken and passed

ST472-4            Introduction to Multivariate analysis

ST473-3            Introduction to Operations Research

ST475-4            Statistical Theory

ST476-4            Inferential Statistics

ST478-3            Categorical Data Analysis

ST479-3            Introduction to Time Series Analysis

CS4400-4          Project

CS4330-3          Distributed Database Systems

CS4340-3          Computer Communications and Networks I

CS4331-3          Human Computer Interaction

CS4310-3          Compiler Construction and Design

Statistics with Mathematics

Year II

The following second year level courses should be taken and passed in order to proceed to year III

ST271-4            Statistical Methods I

ST272-4            Statistical Methods II                 

ST276-4            Introduction to Probability         

M221-6             Linear Algebra                          

M222-6             Calculus II                               

M223-6             Applied Mathematics                 

PLUS:A selection of optional courses, from 2nd year level, to satisfy the minimum year credit hours; however, Computer Science and Mathematics courses are advantegeous.

Year III

The following third year level courses should be taken and passed in order to proceed to year IV

ST375-3            Econometrics                                                   

ST372-4            Survey Methods and Applications                       

ST375-3            Applied Regression Analysis                               

ST376-3            Design of Experiments                                      

M3314              Vector Calculus                                                

M332-4             Real Analysis                                                     

M333-4             Differential Equations                                        

M334-4             Mechanics                                                        

M342-4             Introduction to Functions of a Complex Variable

 and at least one course from the following:

ST383-3            Actuarial Statistics                                              

ST386-3            Economic Statistics                                           

ST388-4            Social Statistics                                                  

Year IV

The following fourth year level courses should be taken and passed

ST472-4            Introduction to Multivariate analysis        

ST473-3            Introduction to Operations Research       

ST475-4            Statistical Theory                                   

ST476-4            Inferential Statistics                                

ST478-3            Categorical Data Analysis                       

ST479-3            Introduction to Time Series Analysis       

M421-4             Ordinary Differential Equations              

M443-4             Introduction to Functional Analysis         

M444-4             Advanced Calculus                                

M445-4             Abstract Algebra II                               

PLUS: One elective course from 4th year Mathematics Courses.

Statistics with Demography

Year II

Students must take and pass the following courses before they can proceed to year III

ST271-4            Statistical Methods I                              

ST272-4            Statistical Methods I I                            

ST276-4            Introduction to Probability                     

M205-3             Algebra II for Social Sciences                 

M206-3             Calculus II for Soicial Sciences                

DEM251-4       Introduction to Population Studies          

DEM252-4       Elementary Demographic Methods        

DEM253-6       Mathematics for Demography               

PLUS:A selection of optional courses, from 2nd year level, to satisfy the minimum year credit hours.

Year III

Students must take and pass the following courses before they can proceed to year IV

ST371-4            Mathematics for Statistics

ST372-4            Survey Methods and Applications

ST375-3            Applied Regression Analysis

ST376-3            Design of Experiments

DEM351-4       Demographic Methods

DEM352-4       Socio-economic Factors, Nuptiality and Fertility

DEM355-4       Migration and Urbanization

DEM354-4       Socio-Economic Factors, Morbidity and Mortality

DEM353-4       The Demography of Southern Africa

Any one of the following:

ST383-3            Actuarial Statistics          

ST385-3            Econometrics               

ST386-3            Economic Statistics       

ST388-4            Social Statistics  

Year IV

Students must take and pass the following courses before they can graduate

ST472-4            Introduction to Multivariate Methods

ST473-3            Introduction to Operations Research       

ST475-4            Statistical Theory                                   

ST476-4            Inferential Statistics                                

ST478-3            Categorical Data Analysis                                   

ST479-3            Introduction to Time Series Analysis                   

DEM451-4       Demogr aphic and Applied Methods                  

DEM452-6       Population Education and Manpower Planning    

DEM453-6       Population, Modernization and Development      

DEM454-4       Research Work in Demography                          

Demography Programme

The Department offers double major programs in the following combinations:

Demography and Statistics

Demography and Sociology

Demography and Public Administration

Demography and Political Science

Demography and Human Geography

Demography and Computer Science

Demography and Mathematics

Regulations:

1.          All prescribed courses together with their respective prerequisites must be passed with a mark of 50 percent or more.

2.          Each fourth year student majoring in Demography will take DEM 455 (Research Work in Demography) and the project report will be due not later than the last day of lectures in the second semester.

3.          The Department of Statistics and Demography Unit reserve right to offer or not to offer a course in any particular year.

Students who intend to register for DEM 253 are required to register for DEM 251 and DEM 252 as well.

Double Major Programs

Year I

The following prescribed courses must be taken and passed before a students can proceed to Year II.

M103-4                         Algebra

M104-4                         Calculus

ST171-3                        Introduction to Statistics I

ST172-3                        Introduction to Statistics II

CSS100-8                      Communication Skills

CL001-2                       Computer Literacy

(d)        PLUS:

A selection of approved and optional subjects/courses comprising 6 to 8 contact hours per week per semester.

Maximum number of contact hours per week per semester:                      30H

Year II

Before proceeding to year III a student should take and pass the following prescribed courses:-

DEM251-4                   Introduction to Population Studies

DEM252-4                   Elementary Demographic Methods

DEM253-6                   Mathematics for demography

M205-3                         Algebra

M206-3                         Calculus

(c)        PLUS:

Approved compulsory and optional subjects/courses prescribed in the regulations of the department offering the double major with Demography.

Average contact hours per week per semester:                               18-20H

Year III

Before proceeding to year IV a student should take and pass the following prescribed courses before he/she can graduate.

DEM351-4                   Demographic Methods                                     

DEM352-4                   Socio-Economic Factors, Nuptiality and Fertility  

DEM353-4                   The Demography of Southern Africa                  

DEM354-4                   Socio-Economic Factors, Morbidity and mortality

            Optional Course

DEM355-4                   Migration and Urbanisation

DEM356-5                   Introduction to Demographic Data Analysis

 (b)       PLUS:

Approved compulsory and optional subjects/courses prescribed in the regulations of the department offering the double major with Demography.

            Average contact hours per week per semester:                              20H

Year IV

To complete the degree, students should take and pass the following prescribed courses:-

DEM451-4                   Demographic and Applied Methods

DEM453-4                   Population, Modernisation and Development

DEM454-8                   Research Work in Demography

Optional Course:

DEM452-6                   Population, Education and Manpower Planning

(b)        PLUS:

Approved compulsory and optional subjects/courses prescribed in the regulations of the department offering the double major with Demography.

Average contact hours per week per semester:                              19-21H

Prerequisites

-           No prerequisite for 2nd Year courses.

-           2nd Year compulsory courses are prerequisite for 3rd and 4th Year courses

-           Demography 351 is a prerequisite for Dem 451

Certificate in Statistics

Regulations

Admission requirements:

            Credit in Maths and pass in English

            First year-Common First Year like Statistics/Demography

Assessment

For promotion to year II of the certificate programme a candidate must have scored in his/her first year:

(a)        Not less than 50 percent in all the courses.

For the award of certificate in Statistics a student must have scored in his/her second year.

(a)        Not less than 50 per cent in all the courses.

Classification of Award

The classification will be as follows:

GPA     Classification   OWM

 4 +      Distinction         70 +

2.8-3.9  Credit               (60-69)

1.6-2.7 Pass                  (50-59)

Transfer to Degree Programme

A candidate who has qualified for the award of the Certificate will not generally be permitted to transfer to a degree programme. To be considered for transfer to the degree programme, the student must normally have passed the Certificate in Statistics with at least a credit. Transferring students will normally start their degree programme at year III.

Programme

The Department offers a 2-year programme leading to the award of Certificate in Statistics.

Year I:

In the first year of the Certificate in Statistics programme, students take the following courses:-

ST171-3                        Introduction to Statistics I          

ST172-3                        Introduction to Statistics II

M103-4                         Algebra                                    

M104-4                         Calculus                                   

EC161-3                       Principles of Economics I          

EC162-3                       Principles of Economics II         

CSS100-8                      Communication Skills                

CLOOI-2                     Computer Literacy                    

Year II:

ST271-4                        Statistical Methods I                  

ST270-3                        Project                                     

ST272-4                        Statistical Methods II                 

ST276-4                        Introduction to probability         

M205-4                         Algebra                                    

M206-4                         Calculus                                   

Plus one course to make 18 contact hours per week per semester


News

NUL Launches the International IDEA Project
9/29/11 -

The National University of Lesotho through the Department of Political and Administrative studies launched a project on “Democratic Accountability in Service Delivery of Policing in Lesotho”.

Publication’s Day kicks off to a good start
9/11/11 -

The National University of Lesotho on Thursday 1st September 2011 invited government officials, stakeholders and staff to its first Publication’s Day.

NUL to build a new teaching facility valued at M10 million
9/11/11 -

The National University of Lesotho has received a grant to the value of M10 million from the government of Lesotho, through the Ministry of Education of Training.

 
 
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