CCS417

Artificial Intelligence

Deep Learning
Mandatory Course for 4th Year Students • Fall 2026
Dr. Felix, Associate Professor of Computer Science
This course provides a comprehensive introduction to modern deep learning architectures and neural network fundamentals. Designed for 4th-year computer science undergraduates, students will explore foundational neural models, advanced optimization techniques, generative modeling, and attention-based architectures. Practical implementation and theoretical understanding are combined over an intensive 8-week curriculum. Prerequisites: Linear algebra, basic probability, and Python programming.

Lecture (Group A): Mon 1:00–2:00 pm Location: Senate Hall
Lecture (Group B): Mon 2:30–3:30 pm Location: Senate Hall
Lab (Group A): Tue 2:00–3:00 pm Location: The Main Computer Lab
Lab (Group B): Tue 3:00–4:00 pm Location: The Main Computer Lab
Lab (Group C): Thu 2:00–3:00 pm Location: The Main Computer Lab
Lab (Group D): Thu 3:00–4:00 pm Location: The Main Computer Lab
📅 Schedule 📝 Assignments 📊 Grading Policy 📚 Resources 👥 Staff 🎓 Students

Lecture Schedule

WeekModule TopicDescription
Week 1 (09/14/2026)Foundations of Deep Learning (slides)Introduction to AI, Deep Learning, and Course Logistics.
Week 2 (09/21/2026)Artificial Neural Networks (Slides)Introduction to neural networks, perceptrons, activation functions, and feedforward dynamics.
Week 3 (09/28/2026)Optimization and TrainingGradient descent, backpropagation algorithms, momentum, Adam optimizer, and learning rate scheduling.
Week 4 (10/05/2026)RegularizationOverfitting prevention, dropout, weight decay (L1/L2), batch normalization, and data augmentation.
Week 5 (10/12/2026)Convolutional Neural NetworksSpatial convolutions, pooling layers, feature maps, and modern CNN architectures (ResNet, VGG).
Week 6 (10/19/2026)RNN & LSTM NetworksSequential data modeling, recurrent neural networks, vanishing gradients, and Long Short-Term Memory units.
Week 7 (10/26/2026)Transformers and AttentionSelf-attention mechanisms, multi-head attention, positional encoding, and transformer architectures.
Week 8 (11/02/2026)Generative ModelsAutoencoders, Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), and diffusion models.
Week 9 (11/09/2026)Advanced TopicsReinforcement learning integration, model deployment, efficient inference, and state-of-the-art frontiers.

Lab Schedule

WeekLab TopicDescription
Week 2 (09/21/2026)Creating Artificial Neural Networks
Click here launch Colab		Learn how to create Artificial Neural Networks (ANNs) in Google Colab using Tensorflow/Keras.
Week 3 (09/28/2026)Training and Optimizing Neural NetworksLearn how to train and optimize ANNs (forward and backward propagation)
Week 4 (10/05/2026)Creating Convolutional Neural NetworksLearn how to create a CNN model to extract patterns from images.
Week 5 (10/12/2026)Transfer LearningLearn how to leverage knowledge of pre-trained models to solve custom problems/tasks.
Week 6 (10/19/2026)Performance MetricsLearn how to compute metrics to evaluate the performance of a model.
Week 7 (10/26/2026)ContestCompete in group of 3-5 to build a model for a given task (task to be unveiled).
Week 8 (11/02/2026)ContestCompete in group of 3-5 to build a model for a given task (task to be unveiled).

Assignments

Assignment 1: Class Registration
Course registration and environment setup setup task. – Click here to complete registration
Assignment 2: Lecture 1 assessment
Due September 15, 2026 - Quiz to to assess your comprehension of lecture 1 materials.
Assignment 3: Lecture 2 assessment
Due September 22, 2026 - Quiz to to assess your comprehension of lecture 2 materials – Click here to complete registration

Grading Policy

10%
Attendance
20%
Assignments
70%
Final Exam
📌 All assignments must be submitted on time. Late submissions incur a 10% penalty per day. The final exam includes written theoretical assessment and practical coding evaluations.

Resources

Staff

Dr. Felix Gonda
Dr. Felix Gonda
Associate Professor, CS
Anibiko Samson Paulino
Anibiko Samson Paulino
Teaching Fellow, CS
Anthony Makur Marial
Anthony Makur Marial
Teaching Fellow, IT
Dhieu Ajak Paul
Dhieu Ajak Paul
Teaching Fellow, CS
Jane Keji Jino
Jane Keji Jino
Teaching Fellow, IT
John Kon Deu
John Kon Deu
Teaching Fellow, CS
Rapheal Sule Sebit
Rapheal Sule Sebit
Teaching Fellow, IT
Samuel Muranga Simon
Samuel Muranga Simon
Teaching Fellow, CS
Samuel Wei Gai
Samuel Wei Gai
Teaching Fellow, CS

Students

No. Name Department Lecture Group Lab Group Attendance W1 W2 W3 W4 W5 W6 W7 W8
1 Agum Martha Mou Computer Science B D 0 100 100 0 0 0 0 0 0
2 Aleu Nhial Bol Information Technology B A 0 100 100 0 0 0 0 0 0
3 Daniel Lemi David Joseph Cyber Security A A 0 100 100 0 0 0 0 0 0
4 Deng Meen Maley Computer Science B C 0 100 100 0 0 0 0 0 0
5 Dau Anyuon Atem Computer Science A D 0 100 100 0 0 0 0 0 0
6 Thokbor John Mach Diing Information Technology A D 0 100 100 0 0 0 0 0 0
7 Abol Manyiel Chol Cyber Security B B 0 100 100 0 0 0 0 0 0
8 Ngakule Barbora Ngochalla Information Technology A D 0 100 90 0 0 0 0 0 0
9 Angelina Ayen Mayen Computer Science A C 0 100 90 0 0 0 0 0 0
10 John Makuei Makuach Information Technology A C 0 100 90 0 0 0 0 0 0
11 David Bol Manyang Mabor Information Technology A C 0 100 90 0 0 0 0 0 0
12 Rachel Met Lueth wol Information Technology A C 0 100 90 0 0 0 0 0 0
13 Peter Sebit Wani Kenyi Information Technology B D 0 100 90 0 0 0 0 0 0
14 Aguek Garang Majak Computer Science A C 0 100 90 0 0 0 0 0 0
15 Paduol Adewun Mawut Information Technology B D 0 100 90 0 0 0 0 0 0
16 Ngor Ayiik Deng Information Technology B D 0 100 90 0 0 0 0 0 0
17 Nelson Irama George Computer Science B D 0 100 90 0 0 0 0 0 0
18 JOSEPH ARIKE SANTOS LOPARANGI Information Technology B D 0 100 90 0 0 0 0 0 0
19 Abraham Gang Apiu lok Cyber Security A A 0 100 90 0 0 0 0 0 0
20 Steven Mach Chol Computer Science B D 0 100 90 0 0 0 0 0 0
21 Chan Deng Mayuot Chan Cyber Security A B 0 100 90 0 0 0 0 0 0
22 Ayuen Jok Ayuen Ajok Information Technology A C 0 100 90 0 0 0 0 0 0
23 Deng Madut Chan Madut Information Technology B A 0 100 90 0 0 0 0 0 0
24 Grace Ben Taban Marcello Information Technology B D 0 100 90 0 0 0 0 0 0
25 Angeth Arou Deng Information Technology A D 0 100 90 0 0 0 0 0 0
26 Nadir Hakim Awas Computer Science A D 0 100 90 0 0 0 0 0 0
27 Deng malueth maluk pach Information Technology B C 0 100 90 0 0 0 0 0 0
28 Elizabeth Yom Chol Information Technology B C 0 100 90 0 0 0 0 0 0
29 JOSEPH DAK KUR NYITHOK Computer Science B C 0 100 90 0 0 0 0 0 0
30 Abraham Akech Manyuol Riir Information Technology B A 0 100 90 0 0 0 0 0 0
31 Ajang Majok Ater Computer Science B C 0 100 90 0 0 0 0 0 0
32 Akol Akol Akol Computer Science B C 0 100 90 0 0 0 0 0 0
33 Abdella Ali Dhamir Elfaki Computer Science A C 0 100 90 0 0 0 0 0 0
34 majok Beny Yol Mangok Information Technology A C 0 100 90 0 0 0 0 0 0
35 Michael John Lukudu Ebele Information Technology A C 0 100 90 0 0 0 0 0 0
36 Alice Apoko Placido Information Technology A C 0 100 90 0 0 0 0 0 0
37 Kuot Micheal Ajith Kuot Computer Science A A 0 100 90 0 0 0 0 0 0
38 Makur Angui Puol Information Technology B C 0 100 90 0 0 0 0 0 0
39 Thomas Tombe James Francis Cyber Security A A 0 100 90 0 0 0 0 0 0
40 ACHAI KUOL DENG Computer Science B C 0 100 90 0 0 0 0 0 0
41 RUBEN RIAK AJOK Information Technology B D 0 100 90 0 0 0 0 0 0
42 NELSON LADU THOMAS Computer Science B C 0 100 90 0 0 0 0 0 0
43 Thiak Ayuen Thiak Computer Science B D 0 100 90 0 0 0 0 0 0
44 CHOL JOSEPH BOL Information Technology A D 0 100 90 0 0 0 0 0 0
45 Emmanuel Kenyi Samuel Information Technology B B 0 100 90 0 0 0 0 0 0
46 Eliza Yier Michael Information Technology B B 0 100 90 0 0 0 0 0 0
47 Gai Akuei Manyuat Computer Science B B 0 100 90 0 0 0 0 0 0
48 SIMON THUOK DADOR GATKEK Information Technology A C 0 100 90 0 0 0 0 0 0
49 Elijah Deng Ajang Computer Science B B 0 100 90 0 0 0 0 0 0
50 Marline Zereda paulino Information Technology A C 0 100 90 0 0 0 0 0 0
51 Atak Dut Parek Dut Computer Science A D 0 100 90 0 0 0 0 0 0
52 Meen Malual Agok Cyber Security B B 0 100 90 0 0 0 0 0 0
53 Angelo Ater Monydeng Cyber Security B B 0 100 90 0 0 0 0 0 0
54 Garang Gabriel Kongor Deng Information Technology A D 0 100 90 0 0 0 0 0 0
55 Kharbino Wel Majok Dut Computer Science A B 0 100 90 0 0 0 0 0 0
56 Sunday John Kubi Juach Computer Science B D 0 100 90 0 0 0 0 0 0
57 Deng Gabriel Abraham Computer Science A D 0 100 90 0 0 0 0 0 0
58 Benjamin Tokmac khamcil Computer Science A D 0 100 90 0 0 0 0 0 0
59 Abraham Mabor Malak Information Technology A D 0 100 90 0 0 0 0 0 0
60 Baicheng Makur Wel Takpiny Information Technology B C 0 100 90 0 0 0 0 0 0
61 Adut Machok Makak Information Technology B A 0 100 90 0 0 0 0 0 0
62 Yohanna James Yor Tipo Computer Science A C 0 100 90 0 0 0 0 0 0
63 Elizabeth Achan Achuil Akoch Cyber Security B B 0 100 90 0 0 0 0 0 0
64 PETER MOU MOU DUT Cyber Security B B 0 100 90 0 0 0 0 0 0
65 Simon Sebit Abuk Ngor Information Technology B C 0 100 90 0 0 0 0 0 0
66 Kuol Panchol Kuol Computer Science B A 0 100 90 0 0 0 0 0 0
67 Hilmi Saeed komi Information Technology B A 0 100 90 0 0 0 0 0 0
68 Bol Bol Agei Bol Information Technology A B 0 100 90 0 0 0 0 0 0
69 Duku Paul Tisa Computer Science A B 0 100 90 0 0 0 0 0 0
70 Jong Chol Mouter Cyber Security B A 0 100 90 0 0 0 0 0 0
71 Michael Malith Majok Information Technology B A 0 100 90 0 0 0 0 0 0
72 Lina Gabriel Samuel Cyber Security A A 0 100 90 0 0 0 0 0 0
73 Kiri Stanley Abe Abias Computer Science B C 0 100 90 0 0 0 0 0 0
74 Anzo John Keri Cyber Security B A 0 100 90 0 0 0 0 0 0
75 John hassen goliver doctor Information Technology B C 0 100 90 0 0 0 0 0 0
76 Luka kiir Deng Information Technology B C 0 100 90 0 0 0 0 0 0
77 Nyaroma Gideon Gai Information Technology B B 0 100 90 0 0 0 0 0 0
78 Angong Augustino Agoth mou Information Technology B B 0 100 90 0 0 0 0 0 0
79 Achok Joseph Malish Barnabas Computer Science B B 0 100 90 0 0 0 0 0 0
80 Agei Maluil Jok Information Technology B A 0 100 90 0 0 0 0 0 0
81 Apadiet kur Noi Cyber Security B A 0 100 90 0 0 0 0 0 0
82 Chris Adut Jimaa Cyber Security B A 0 100 90 0 0 0 0 0 0
83 Peter Alphonse Akol Thiik Computer Science B A 0 100 90 0 0 0 0 0 0
84 Rita Arual Rehan Information Technology B C 0 100 90 0 0 0 0 0 0
85 Paulino Martin Ajak Information Technology B D 0 100 90 0 0 0 0 0 0
86 William chol Kuek Information Technology B D 0 100 90 0 0 0 0 0 0
87 Makuei Makur Mading Computer Science B D 0 100 90 0 0 0 0 0 0
88 Reshida Nakai Justo Information Technology B C 0 100 90 0 0 0 0 0 0
89 Nhial Abraham Maluac Nhial Cyber Security A B 0 100 90 0 0 0 0 0 0
90 Majok dau yol aguer Information Technology B D 0 100 90 0 0 0 0 0 0
91 Tony Natale Emillio Cyber Security A B 0 100 90 0 0 0 0 0 0
92 Kuol Marol Kuir Bul Cyber Security A B 0 100 90 0 0 0 0 0 0
93 Joseph Garang Akeen Cyber Security A B 0 100 90 0 0 0 0 0 0
94 Ayuel Atem Aguek Cyber Security B B 0 100 90 0 0 0 0 0 0
95 Ngor Agook Kuol Mayen Computer Science A B 0 100 90 0 0 0 0 0 0
96 Vincent Maker Guar Machek Computer Science A B 0 100 90 0 0 0 0 0 0
97 Madit James Ayuen Computer Science A B 0 100 90 0 0 0 0 0 0
98 Emmanuel Soro Joseph Elnai Cyber Security A B 0 100 90 0 0 0 0 0 0
99 Anguei Aguer Aguer Cyber Security A B 0 100 90 0 0 0 0 0 0
100 Adior thon Adior Computer Science A C 0 100 90 0 0 0 0 0 0
101 Deng Elijah Kuir Garang Computer Science A C 0 100 90 0 0 0 0 0 0
102 Aguil Ater Madut Ater Information Technology B C 0 100 90 0 0 0 0 0 0
103 minyang Joseph deng Computer Science A A 0 100 90 0 0 0 0 0 0
104 James Gum Alembany Information Technology A C 0 100 90 0 0 0 0 0 0
105 GEORGE MATHOR MAYAK GATWECH Information Technology A A 0 100 90 0 0 0 0 0 0
106 Abhor Michael Abraham Amath Computer Science A A 0 100 90 0 0 0 0 0 0
107 Abuna Michael odera Information Technology A C 0 100 90 0 0 0 0 0 0
108 Lado Mayiik Yol Deng Information Technology A A 0 100 90 0 0 0 0 0 0
109 Ayom Makol Information Technology A C 0 100 90 0 0 0 0 0 0
110 Panyang Achiek Panyang Thuch Computer Science A A 0 100 90 0 0 0 0 0 0
111 Ngbarago Roseline paulino Computer Science A D 0 100 80 0 0 0 0 0 0
112 William Bol Deng Computer Science A A 0 100 80 0 0 0 0 0 0
113 JOSEPH ANGOK DHURBENY Cyber Security A A 0 100 80 0 0 0 0 0 0
114 Kuot Maduok madut Akol Cyber Security A A 0 100 80 0 0 0 0 0 0
115 Mavonoku John Waure Henry Cyber Security A A 0 100 80 0 0 0 0 0 0
116 Thomas Ladu Yoahana Computer Science A A 0 100 80 0 0 0 0 0 0
117 Makuac Makol Aguer Information Technology B B 0 100 80 0 0 0 0 0 0
118 Bol Manyuat Akok Akech Cyber Security A B 0 100 80 0 0 0 0 0 0
119 Marko Wol Deng Information Technology B A 0 100 80 0 0 0 0 0 0
120 Aweng Kuot Deng Cyber Security B A 0 100 80 0 0 0 0 0 0
121 Angelina Achol Kuol Information Technology A D 0 100 80 0 0 0 0 0 0
122 Chandiga Emmanuel Jino Cyber Security A A 0 100 80 0 0 0 0 0 0
123 Makuei Mathiang Ghach Information Technology A D 0 100 70 0 0 0 0 0 0
124 Lomayia Sebit Soroba Malimbo Computer Science B D 0 100 70 0 0 0 0 0 0
125 John Agak Deng Cyber Security A B 0 100 60 0 0 0 0 0 0
126 Peter Bang Akou Cyber Security B A 0 100 50 0 0 0 0 0 0
127 Abraham Agany Adok Ayom Cyber Security A A 0 100 40 0 0 0 0 0 0
128 James Majier Mabor Riak Information Technology B D 0 100 0 0 0 0 0 0 0
129 Manasseh Ladu Anthony Information Technology A B 0 100 0 0 0 0 0 0 0
130 Riak Mawut Angui Cyber Security B A 0 100 0 0 0 0 0 0 0
131 MONICA ATENG DENG MANYIEL Cyber Security B B 0 100 0 0 0 0 0 0 0
132 JUSTIN MANI FAUSTINO Information Technology B D 0 100 0 0 0 0 0 0 0
133 Arop Longar Arop Majook Information Technology B B 0 100 0 0 0 0 0 0 0
134 ANTINOS ADHUKWUT ATEM Cyber Security B A 0 100 0 0 0 0 0 0 0
135 Jackline Hadia Ruben Luka Cyber Security B A 0 100 0 0 0 0 0 0 0
136 Anna Akima Kachuol Cyber Security B A 0 100 0 0 0 0 0 0 0
137 Yhuot Peter Gabriel Information Technology B D 0 100 0 0 0 0 0 0 0
138 Daniel Chan Ater Mayen Information Technology B B 0 100 0 0 0 0 0 0 0
139 John Kher Moses Abdalla Computer Science B C 0 100 0 0 0 0 0 0 0
140 Gabriel Magai Computer Science A C 0 100 0 0 0 0 0 0 0
141 Francis Lang Machel Information Technology A D 0 100 0 0 0 0 0 0 0
142 Adhet yel mayar Cyber Security B B 0 100 0 0 0 0 0 0 0
143 Wieh Kuol Kuany Information Technology A D 0 100 0 0 0 0 0 0 0
144 Garang Ajak Garang Ayii Information Technology B C 0 100 0 0 0 0 0 0 0
145 Geu Abraham Mach Cyber Security A B 0 100 0 0 0 0 0 0 0
146 JOSHUA BARAKA ELINATHAN Information Technology B C 0 100 0 0 0 0 0 0 0
147 Bol Miabek Garang Computer Science B C 0 100 0 0 0 0 0 0 0
148 Dici Emmanuel Hillary Information Technology A C 0 100 0 0 0 0 0 0 0
149 Riak Atem Riak Biar Computer Science A A 0 100 0 0 0 0 0 0 0
150 Samuel Juma Marko Cyber Security A A 0 100 0 0 0 0 0 0 0
151 Malual kiir Ayuel Cyber Security A A 0 100 0 0 0 0 0 0 0
152 Mamer mark manyok Information Technology B D 0 90 100 0 0 0 0 0 0
153 Mariak Tong Majok Cyber Security A B 0 90 100 0 0 0 0 0 0
154 Alich Garang majok Information Technology A C 0 90 90 0 0 0 0 0 0
155 Yohana Ganiko Sette Cyber Security A A 0 90 90 0 0 0 0 0 0
156 Adhel Andrew majok Cyber Security B B 0 90 90 0 0 0 0 0 0
157 Garang Wek Akol Ateny Information Technology B D 0 90 90 0 0 0 0 0 0
158 Stephen Abyei Aleyou Cyber Security A A 0 90 90 0 0 0 0 0 0
159 Akot madhel mariak Cyber Security A B 0 90 90 0 0 0 0 0 0
160 Galuak makuach reat Cyber Security A A 0 90 90 0 0 0 0 0 0
161 John Madut Akok Information Technology B D 0 90 90 0 0 0 0 0 0
162 Atong Regina Tier Computer Science A D 0 90 90 0 0 0 0 0 0
163 Anguei Mawien Akol Kuol Information Technology B C 0 90 90 0 0 0 0 0 0
164 VILMON EWOT ALFRED Cyber Security A B 0 90 90 0 0 0 0 0 0
165 Angau Thon Dibek Kur Information Technology A C 0 90 90 0 0 0 0 0 0
166 Deng Garang Garang Deng Information Technology B B 0 90 90 0 0 0 0 0 0
167 Akuol Ater Nhial Cyber Security A B 0 90 90 0 0 0 0 0 0
168 Monyluak Agueng Kur Akok Information Technology A C 0 90 80 0 0 0 0 0 0
169 Apio Jacob Jenaro Mathiang Computer Science B B 0 90 70 0 0 0 0 0 0
170 Benson David Biel Information Technology A D 0 90 60 0 0 0 0 0 0
171 Goi Leek Moses Aleer Cyber Security A B 0 90 0 0 0 0 0 0 0
172 Deng Arop Jaldoung Information Technology B A 0 90 0 0 0 0 0 0 0
173 Clara Alison George Information Technology A A 0 90 0 0 0 0 0 0 0
174 Mwaka Martin Stephen Information Technology A C 0 90 0 0 0 0 0 0 0
175 Santo Lukudu luka Information Technology B C 0 90 0 0 0 0 0 0 0
176 Rufo Stephen Rufo Albert Cyber Security B A 0 90 0 0 0 0 0 0 0
177 LINO GARANG DAU Computer Science B B 0 80 90 0 0 0 0 0 0
178 Lam Jeremiah gatluak chuol cybersecurity Cyber Security A A 0 80 90 0 0 0 0 0 0
179 Angela Juru James sworo Computer Science A D 0 80 90 0 0 0 0 0 0
180 Deng Alier Deng Computer Science A A 0 80 90 0 0 0 0 0 0
181 Daniel Deng Tong Akech Information Technology A B 0 80 90 0 0 0 0 0 0
182 Gabriel Dut Yak Yak Computer Science A D 0 80 80 0 0 0 0 0 0
183 Daniel makoi chor Information Technology A A 0 80 80 0 0 0 0 0 0
184 majok guing deng kuol Computer Science B C 0 80 20 0 0 0 0 0 0
185 Gooljak Malou Mangok Information Technology A D 0 80 0 0 0 0 0 0 0
186 Salva Mathok Awer Information Technology B B 0 70 90 0 0 0 0 0 0
187 Ngong Ajak Mawien Information Technology B C 0 70 0 0 0 0 0 0 0
188 Osman Adam Osman Information Technology B D 0 60 90 0 0 0 0 0 0
189 Theophilus John Theophilus wado Information Technology A D 0 50 60 0 0 0 0 0 0
190 CLARA MALESH PASQUAL MUSA Information Technology A B 0 50 0 0 0 0 0 0 0
191 Daniel Mabior Aguer Information Technology A B 0 50 0 0 0 0 0 0 0
192 ISAAC ATEM DAU Computer Science A D 0 50 0 0 0 0 0 0 0
193 Akuol Margret Makuei Ajak Computer Science B D 0 40 90 0 0 0 0 0 0
194 Henry Jembi santino Information Technology A C 0 40 0 0 0 0 0 0 0
195 Madut lual mayom Computer Science B C 0 30 40 0 0 0 0 0 0
196 Guekguek keribino Biliny Information Technology B A 0 30 40 0 0 0 0 0 0
197 Moun Abiokpiu Matong Computer Science A C 0 20 0 0 0 0 0 0 0
198 Garang Chol Garang Cyber Security A A 0 0 100 0 0 0 0 0 0
199 Garang Joseph Thon Garang Information Technology A B 0 0 100 0 0 0 0 0 0
200 China Johnson Lawrence Cyber Security B B 0 0 100 0 0 0 0 0 0
201 Rayan Senose Anair Information Technology B C 0 0 90 0 0 0 0 0 0
202 Deng Chol Riak Information Technology B A 0 0 90 0 0 0 0 0 0
203 Adut Kuol Akol Cyber Security B A 0 0 90 0 0 0 0 0 0
204 Imon Wani Michael Cyber Security B B 0 0 90 0 0 0 0 0 0
205 Godfrey Oroma Lodai Cyber Security B B 0 0 90 0 0 0 0 0 0
206 Elizabeth Ayen Thongbor Computer Science B B 0 0 90 0 0 0 0 0 0
207 Deng Ayuel Muorwel Cyber Security B B 0 0 90 0 0 0 0 0 0
208 Farha Kur Lual Information Technology B B 0 0 90 0 0 0 0 0 0
209 John Chol Peter Cyber Security B B 0 0 90 0 0 0 0 0 0
210 Makeny kon Makur Information Technology B A 0 0 90 0 0 0 0 0 0
211 Mary Justin Allan Computer Science A C 0 0 90 0 0 0 0 0 0
212 Nicole Nyanlieth Majak Matet Information Technology A B 0 0 90 0 0 0 0 0 0
213 Athiei Johnson Thon Information Technology B D 0 0 90 0 0 0 0 0 0
214 Abeny Lual Abeny Information Technology B C 0 0 90 0 0 0 0 0 0
215 Banya Robert Elikima sebit Information Technology B D 0 0 90 0 0 0 0 0 0
216 Juach Samuel Akoi Chol Computer Science B C 0 0 90 0 0 0 0 0 0
217 Mohammed Rashid Amin Computer Science A A 0 0 90 0 0 0 0 0 0
218 WAJIA GLORIA SANTINO Computer Science A B 0 0 90 0 0 0 0 0 0
219 Adut Achuoth Mathon Information Technology B D 0 0 90 0 0 0 0 0 0
220 JOHN WILLIAM KUAG BANG Information Technology B D 0 0 90 0 0 0 0 0 0
221 Biar Moses Mayen Atem Computer Science B D 0 0 90 0 0 0 0 0 0
222 James Akook Bol Ngor Information Technology A A 0 0 90 0 0 0 0 0 0
223 Rebecca pantheer Majok Chol Cyber Security B B 0 0 90 0 0 0 0 0 0
224 William Moun Nyok Computer Science A A 0 0 90 0 0 0 0 0 0
225 Gatchang William Ruot Kulang Computer Science A D 0 0 90 0 0 0 0 0 0
226 Mariak deng mawien wol Information Technology B D 0 0 90 0 0 0 0 0 0
227 Apien Akuilino Akuei Cyber Security A A 0 0 90 0 0 0 0 0 0
228 Samuel Pager Abai Beny Information Technology A C 0 0 90 0 0 0 0 0 0
229 Bakita Ayel Yel Computer Science A C 0 0 90 0 0 0 0 0 0
230 Marko Majok Manyuol Chiman Information Technology A D 0 0 90 0 0 0 0 0 0
231 Majok Makuach Yol citak Information Technology A D 0 0 90 0 0 0 0 0 0
232 Regina thuony kon Information Technology B C 0 0 90 0 0 0 0 0 0
233 Daniel Makur Majak Cyber Security A A 0 0 90 0 0 0 0 0 0
234 Job logala Solomon Computer Science B B 0 0 90 0 0 0 0 0 0
235 Suzy konga Satimon Thomas Computer Science B D 0 0 90 0 0 0 0 0 0
236 William Moun Nyok Computer Science A D 0 0 90 0 0 0 0 0 0
237 Manyang Kuol Mawien Kuol Information Technology A C 0 0 90 0 0 0 0 0 0
238 Gai Dut Jok Computer Science A D 0 0 90 0 0 0 0 0 0
239 KONGOR MARK DIING Computer Science B B 0 0 90 0 0 0 0 0 0
240 Justin Mayen Tarach Mayen Information Technology A D 0 0 90 0 0 0 0 0 0
241 Simon Makoi Adut Computer Science A C 0 0 80 0 0 0 0 0 0
242 Wilson Thembeny Deng Information Technology B C 0 0 80 0 0 0 0 0 0
243 MARIAK MARIIK TONG Cyber Security A A 0 0 80 0 0 0 0 0 0
244 Peter Wani Isaac Information Technology A A 0 0 80 0 0 0 0 0 0
245 Anyuon Agot Anyuon Computer Science A C 0 0 80 0 0 0 0 0 0
246 Ochaya Reagan Paul Computer Science B C 0 0 80 0 0 0 0 0 0
247 David Albert Vicensio Computer Science A C 0 0 80 0 0 0 0 0 0
248 Elijah Thiak Amin Computer Science B C 0 0 80 0 0 0 0 0 0
249 Mabior william Daniel Information Technology B D 0 0 80 0 0 0 0 0 0
250 Aniek monyluk Abiel monykuany Computer Science A C 0 0 70 0 0 0 0 0 0
251 Adut Nyinger Wol Computer Science B D 0 0 70 0 0 0 0 0 0
252 Louis Garang Manasses Information Technology A C 0 0 70 0 0 0 0 0 0
253 Paul Manhom kocdong Computer Science B A 0 0 70 0 0 0 0 0 0
254 DENG MARIAL ABUR BOL Information Technology A A 0 0 70 0 0 0 0 0 0
255 Deng mayom Deng leek Computer Science A B 0 0 60 0 0 0 0 0 0
256 James Yor Diing Lual Cyber Security B B 0 0 50 0 0 0 0 0 0
257 Ayom Ayom Wek Kuanyin Cyber Security B A 0 0 50 0 0 0 0 0 0
258 TUT MUT LUOY Computer Science B C 0 0 40 0 0 0 0 0 0
259 Andrea Akoon Mayiik Athian Information Technology B D 0 0 30 0 0 0 0 0 0
260 kot Lang Chawutdhuok Computer Science A C 0 0 20 0 0 0 0 0 0
261 Deng Dot Ador Information Technology B C 0 0 0 0 0 0 0 0 0
262 Samuel Dak Anyawin Yor Information Technology A A 0 0 0 0 0 0 0 0 0
263 Agieb Wilson Pen Hussien Information Technology B C 0 0 0 0 0 0 0 0 0
264 Kuol madut chinkou kuol Information Technology A B 0 0 0 0 0 0 0 0 0
265 Abuk ngor Kolong Information Technology A A 0 0 0 0 0 0 0 0 0
266 Ring Piol Malek Information Technology A B 0 0 0 0 0 0 0 0 0
267 Ajang Chol Wal Computer Science A A 0 0 0 0 0 0 0 0 0
268 Majok Bol Ring Mourwel Computer Science A B 0 0 0 0 0 0 0 0 0
269 Dominic Kizito Joseph Lemor Information Technology B D 0 0 0 0 0 0 0 0 0
270 Malual Machol Computer Science B D 0 0 0 0 0 0 0 0 0
271 Roda Benjamin John Cyber Security A A 0 0 0 0 0 0 0 0 0
272 TUT JOHN GARIAY TUT Information Technology B D 0 0 0 0 0 0 0 0 0
273 Gatkhor liyliy Gatkuoth Cyber Security A A 0 0 0 0 0 0 0 0 0
274 Nyok Nhial Nyok Computer Science B D 0 0 0 0 0 0 0 0 0
275 Gabriel Mach Abuol Bior Computer Science B C 0 0 0 0 0 0 0 0 0
276 Marial Kuon Chuol Cyber Security A B 0 0 0 0 0 0 0 0 0
277 Wuor Chan Ngundeng Cyber Security B A 0 0 0 0 0 0 0 0 0
278 Gattiek Mut Gai Tuong Information Technology A B 0 0 0 0 0 0 0 0 0
279 Duku Adam Elisama Cyber Security B A 0 0 0 0 0 0 0 0 0
280 ABRAHAM ADIL MANGOK Cyber Security B B 0 0 0 0 0 0 0 0 0
281 Mangisto Hessen Amin Cyber Security A A 0 0 0 0 0 0 0 0 0
282 Judis Francis Wani Information Technology A C 0 0 0 0 0 0 0 0 0
283 Angelo Mawien Malong Unknown A D 0 0 0 0 0 0 0 0 0
284 Yohana Ganiko Sette Cyber Security B B 0 0 0 0 0 0 0 0 0
285 Aribok Michael Gabriel Cyber Security B A 0 0 0 0 0 0 0 0 0
286 Ajak Mayak Mabil Information Technology B B 0 0 0 0 0 0 0 0 0
287 Denis Opio Oyet Dominic Computer Science A D 0 0 0 0 0 0 0 0 0
288 Gabriel manyok Bul Akech Cyber Security B B 0 0 0 0 0 0 0 0 0
289 Salome Jade Justin Cyber Security B B 0 0 0 0 0 0 0 0 0
290 Abraham Wek Dhieu Mayen Information Technology B A 0 0 0 0 0 0 0 0 0
291 LOUNOI ROGERS JUMA CHIRO Computer Science A D 0 0 0 0 0 0 0 0 0
292 Moses Marial Malou Majok Computer Science B A 0 0 0 0 0 0 0 0 0
293 John Dut Ater Information Technology B A 0 0 0 0 0 0 0 0 0
294 Mayom Elly Bior Computer Science B A 0 0 0 0 0 0 0 0 0
295 John Ladu Michael Nyombe Information Technology B A 0 0 0 0 0 0 0 0 0
296 Ngong majook mayuol Cyber Security B A 0 0 0 0 0 0 0 0 0
297 Bona Bol Chadarl Tong Information Technology A C 0 0 0 0 0 0 0 0 0
298 Joseph Wol Akol Abel Computer Science A C 0 0 0 0 0 0 0 0 0
299 Andrew Emmanuel Makoi Computer Science B C 0 0 0 0 0 0 0 0 0
300 Moigo Erneo Bernardo Information Technology A C 0 0 0 0 0 0 0 0 0
301 Jeremiah Goch Information Technology B A 0 0 0 0 0 0 0 0 0
302 Joseph Deng Kuol Garang Information Technology B C 0 0 0 0 0 0 0 0 0
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