Browse and download course materials
| Title | Type | Course | |
|---|---|---|---|
| advanced_topic_in_ds_final_exam_2024_2025.pdf | Exams | Advanced Topics | |
| advanced_topics_in_ds.pdf | Handwritten Summaries | Advanced Topics | |
| arabic_final_exam_2021_2022_session1.pdf | Exams | Arabic | |
| arabic_final_exam_2021_2022_session2.pdf | Exams | Arabic | |
| arabic_final_exam_2022_2023.pdf | Exams | Arabic | |
| arabic_final_exam_2025_2026.pdf | Exams | Arabic | |
| arabic_midterm_exam_2022_2023.pdf | Exams | Arabic | |
| banking_final_exam_2023_2024.pdf | Exams | Banking | |
| banking_operations.pdf | Pdfs | Banking | |
| introduction_to_banks.pdf | Pdfs | Banking | |
| private_funds.pdf | Pdfs | Banking | |
| risk_management.pdf | Pdfs | Banking | |
| big_data_final_exam_2022_2023.pdf | Exams | Big Data | |
| big_data_final_exam_2023_2024.pdf | Exams | Big Data | |
| big_data_final_exam_2024_2025.pdf | Exams | Big Data | |
| 1_introcuction_to_hadoop.pdf | Handwritten Summaries | Big Data | |
| 2_hadoop_fundamentals.pdf | Handwritten Summaries | Big Data | |
| 3_yarn.pdf | Handwritten Summaries | Big Data | |
| 5_kafka.pdf | Handwritten Summaries | Big Data | |
| 6_spark.pdf | Handwritten Summaries | Big Data | |
| 1_big_data.pdf | Pdfs | Big Data | |
| 2_hadoop_fundamentals.pdf | Pdfs | Big Data | |
| 3_yarn.pdf | Pdfs | Big Data | |
| 4_hbase.pdf | Pdfs | Big Data | |
| 5_data_ingestion_tools_kafka.pdf | Pdfs | Big Data | |
| 6_apache_spark.pdf | Pdfs | Big Data | |
| 7_pig_hive_hbase_and_zookeeper.pdf | Pdfs | Big Data | |
| homework_1_conditional_statement.pdf | Assignments | C++ | |
| homework_1_solution.pdf | Assignments | C++ | |
| homework_2_nested_loop.pdf | Assignments | C++ | |
| homework_2_solution.pdf | Assignments | C++ | |
| homework_3_array_one_dimension.pdf | Assignments | C++ | |
| homework_3_solution.zip | Assignments | C++ | |
| homework_4_matrix.pdf | Assignments | C++ | |
| homework_4_solution.zip | Assignments | C++ | |
| homework_5_function.pdf | Assignments | C++ | |
| homework_5_solution.zip | Assignments | C++ | |
| c++_final_exam_2020_2021.pdf | Exams | C++ | |
| c++_final_exam_2021_2022.pdf | Exams | C++ | |
| c++_final_exam_2022_2023.pdf | Exams | C++ | |
| c++_final_exam_2022_2023_session2.pdf | Exams | C++ | |
| c++_final_exam_2023_2024_session2.pdf | Exams | C++ | |
| c++_final_exam_2025_2026.pdf | Exams | C++ | |
| c++_midterm_exam_2022_2023.pdf | Exams | C++ | |
| exercises _for_if_else.pdf | Exercises | C++ | |
| exercises_cin_cout.pdf | Exercises | C++ | |
| Frequent Asked Questions.pdf | Exercises | C++ | |
| 0 _tutorial_devcpp.pdf | Pdfs | C++ | |
| 1_introduction.pdf | Pdfs | C++ | |
| 2 _conditional_statement_part1.pdf | Pdfs | C++ | |
| 3 _conditional_statement_part2.pdf | Pdfs | C++ | |
| 4_for_loop.pdf | Pdfs | C++ | |
| 5_contol_flow_statements.pdf | Pdfs | C++ | |
| 6_nested_loop.pdf | Pdfs | C++ | |
| 7_array_one_dimension.pdf | Pdfs | C++ | |
| 8_array_two_dimensions.pdf | Pdfs | C++ | |
| 9_ functions.pdf | Pdfs | C++ | |
| calculus_finals_faculty_of_science.pdf | Exams | Calculus | |
| calculus_final_exam_2020_2021.pdf | Exams | Calculus | |
| calculus_final_exam_2021_2022.pdf | Exams | Calculus | |
| calculus_final_exam_2022_2023.pdf | Exams | Calculus | |
| calculus_final_exam_2023_2024.pdf | Exams | Calculus | |
| calculus_final_exam_2024_2025.pdf | Exams | Calculus | |
| calculus_midterm_exam_ 2023_2024_solution.pdf | Exams | Calculus | |
| calculus_midterm_exam_2022_2023.pdf | Exams | Calculus | |
| calculus_midterm_exam_2023_2024.pdf | Exams | Calculus | |
| 1_limits_and_continuity..pdf | Handwritten Summaries | Calculus | |
| 2_3_derivative_and _usual_functions.pdf | Handwritten Summaries | Calculus | |
| 4_primitives.pdf | Handwritten Summaries | Calculus | |
| 5_finite_expansion.pdf | Handwritten Summaries | Calculus | |
| 1_limits_and_continuity.pdf | Pdfs | Calculus | |
| 2_derivatives.pdf | Pdfs | Calculus | |
| 3_usual_functions.pdf | Pdfs | Calculus | |
| 4_primitive.pdf | Pdfs | Calculus | |
| 5_finite_expansions.pdf | Pdfs | Calculus | |
| consumer_behavior_final_exam_2020_2021.pdf | Exams | Consumer Behavior | |
| consumer_behavior_final_exam_2022_2023.pdf | Exams | Consumer Behavior | |
| consumer_behavior_summary.pdf | Handwritten Summaries | Consumer Behavior | |
| 1_introduction.pdf | Pdfs | Consumer Behavior | |
| 2_consumer_decision_making_process.pdf | Pdfs | Consumer Behavior | |
| 3_facctors_affecting_consumer_behavior.pdf | Pdfs | Consumer Behavior | |
| 4_direct_marketing_and_consumer_behavior.pdf | Pdfs | Consumer Behavior | |
| 5_traditional_models_explaining_consumer_behavior.pdf | Pdfs | Consumer Behavior | |
| 6_Maslow_hierarchy_of_needs.pdf | Pdfs | Consumer Behavior | |
| data_analysis_final_exam_2022_2023.pdf | Exams | Data Analysis | |
| data_analysis_final_exam_2023_2024.pdf | Exams | Data Analysis | |
| 10_vector_space_model.pdf | Pdfs | Data Analysis | |
| 1_introduction_to_data_analysis.pdf | Pdfs | Data Analysis | |
| 2_data_scraping_and_web_data_collection.pdf | Pdfs | Data Analysis | |
| 3_xml_and_json_data_formats.pdf | Pdfs | Data Analysis | |
| 4_time_series_analysis.pdf | Pdfs | Data Analysis | |
| 5_sentiment_analysis.pdf | Pdfs | Data Analysis | |
| 6_text_analysis.pdf | Pdfs | Data Analysis | |
| 7_regression_models.pdf | Pdfs | Data Analysis | |
| 8_dynamic_programming_and_edit_distance.pdf | Pdfs | Data Analysis | |
| 9_similarity.pdf | Pdfs | Data Analysis | |
| assignment_1.ipynb | Assignments | Data Mining | |
| auto.csv | Assignments | Data Mining | |
| data_mining_final_exam_2022_2023.pdf | Exams | Data Mining | |
| data_mining_final_exam_2023_2024.pdf | Exams | Data Mining | |
| data_mining_final_exam_2024_2025.pdf | Exams | Data Mining | |
| data_mining_final_exam_2025_2026.pdf | Exams | Data Mining | |
| data_mining_midterm_exam_2023_2024.pdf | Exams | Data Mining | |
| data_mining_midterm_exam_2024_2025.pdf | Exams | Data Mining | |
| association_mining_exercises.pdf | Exercises | Data Mining | |
| 1_classification_evaluation.pdf | Notes | Data Mining | |
| 1_introduction.pdf | Notes | Data Mining | |
| 2_data_exploration.pdf | Notes | Data Mining | |
| 3_data_preprocessing.pdf | Notes | Data Mining | |
| 4_association_mining.pdf | Notes | Data Mining | |
| 5_decision_tree.pdf | Notes | Data Mining | |
| 1_introduction.pdf | Pdfs | Data Mining | |
| 2_data_exploration.pdf | Pdfs | Data Mining | |
| 3_data_preprocessing.pdf | Pdfs | Data Mining | |
| 4_association_mining.pdf | Pdfs | Data Mining | |
| 5_desicion_tree.pdf | Pdfs | Data Mining | |
| 6_classification_evaluation.pdf | Pdfs | Data Mining | |
| extra_chapter_data_and_statistics.pdf | Pdfs | Data Mining | |
| security_final_exam_2022_2023.pdf | Exams | Data Security | |
| security_final_exam_2023_2024.pdf | Exams | Data Security | |
| security_final_exam_2024_2025.pdf | Exams | Data Security | |
| security_final_exam_2025_2026.pdf | Exams | Data Security | |
| security_midterm_exam_2025_2026.pdf | Exams | Data Security | |
| hashing_and_message_authentication.pdf | Handwritten Summaries | Data Security | |
| osi_model.pdf | Handwritten Summaries | Data Security | |
| public_key_cryptography_algorithms.pdf | Handwritten Summaries | Data Security | |
| symmetric_encryption_algorithms.pdf | Handwritten Summaries | Data Security | |
| 1_introduction.pdf | Notes | Data Security | |
| 2_planning_network_topology.pdf | Notes | Data Security | |
| 3_computer_network_security.pdf | Notes | Data Security | |
| 4_symmetric_encryption.pdf | Notes | Data Security | |
| 5_public_key_cryptography.pdf | Notes | Data Security | |
| 1_introduction.pdf | Pdfs | Data Security | |
| 2_planning_a_network.pdf | Pdfs | Data Security | |
| 3_computer_network_security.pdf | Pdfs | Data Security | |
| 4_1_protocols_for_secure_communications.pdf | Pdfs | Data Security | |
| 4_2_secure_data_management_and_web.pdf | Pdfs | Data Security | |
| 4_symmetric_encryption_and_message_confidentiality.pdf | Pdfs | Data Security | |
| 5_public_key_cryptography_and_message_authentication.pdf | Pdfs | Data Security | |
| assigment_2_solution.zip | Assignments | Data Structure | |
| assignement_1.pdf | Assignments | Data Structure | |
| assignement_2.pdf | Assignments | Data Structure | |
| assignment_1_solution.zip | Assignments | Data Structure | |
| data_structure_final_exam_2020_2021.pdf | Exams | Data Structure | |
| data_structure_final_exam_2022_2023.pdf | Exams | Data Structure | |
| data_structure_final_exam_2023_2024.pdf | Exams | Data Structure | |
| data_structure_final_exam_2025_2026.pdf | Exams | Data Structure | |
| data_structure_midterm_exam_2023_2024.pdf | Exams | Data Structure | |
| 1_linked_list_exercises.pdf | Exercises | Data Structure | |
| 1_linked_list_exercises_solution.java | Exercises | Data Structure | |
| 4_algorithm_analysis_exercises.pdf | Exercises | Data Structure | |
| 1_linked_list_code.zip | Extra Resources | Data Structure | |
| 2_stack_queue_array_implementation_code.zip | Extra Resources | Data Structure | |
| 2_stack_queue_linked_list_implementation_code.zip | Extra Resources | Data Structure | |
| 3_tree_implementation_code.zip | Extra Resources | Data Structure | |
| array_arraylist_linkedlist.pdf | Notes | Data Structure | |
| binary_trees.pdf | Notes | Data Structure | |
| queue.pdf | Notes | Data Structure | |
| stack.pdf | Notes | Data Structure | |
| time_complexity.pdf | Notes | Data Structure | |
| 0_oop_revision_part1.pdf | Pdfs | Data Structure | |
| 0_oop_revision_part2.pdf | Pdfs | Data Structure | |
| 1_linked_lists_part1.pdf | Pdfs | Data Structure | |
| 1_linked_lists_part2.pdf | Pdfs | Data Structure | |
| 1_linked_lists_part3.pdf | Pdfs | Data Structure | |
| 2 _queues_array_implementation.pdf | Pdfs | Data Structure | |
| 2_queues_linked_list_implementation.pdf | Pdfs | Data Structure | |
| 2_stacks_array_implementation.pdf | Pdfs | Data Structure | |
| 2_stacks_linked_list_implementation.pdf | Pdfs | Data Structure | |
| 3_binary_trees.pdf | Pdfs | Data Structure | |
| 3_recursive_methods.pdf | Pdfs | Data Structure | |
| 4_algorithm_analysis.pdf | Pdfs | Data Structure | |
| visualization_final_exam_2024_2025.pdf | Exams | Data Visualization | |
| visualization_midterm_exam_2024_2025.pdf | Exams | Data Visualization | |
| 1_introduction.pdf | Handwritten Summaries | Data Visualization | |
| 2_graphical_perception.pdf | Handwritten Summaries | Data Visualization | |
| 3_golden_rules_of_data_visualization.pdf | Handwritten Summaries | Data Visualization | |
| 4_statistical_traps.pdf | Handwritten Summaries | Data Visualization | |
| 5_plots.pdf | Handwritten Summaries | Data Visualization | |
| 10_graphical_excellence.pdf | Pdfs | Data Visualization | |
| 11_graphical_distortion.pdf | Pdfs | Data Visualization | |
| 12_graphical_integrity_the_lie_factor.pdf | Pdfs | Data Visualization | |
| 13_exercise_calculate_the_lie_factor.pdf | Pdfs | Data Visualization | |
| 14_labeling_and_annotation.pdf | Pdfs | Data Visualization | |
| 15_data_variation_vs_design_variation.pdf | Pdfs | Data Visualization | |
| 16_the_problem_with_dimensions.pdf | Pdfs | Data Visualization | |
| 17_some_advice_regarding_dimension.pdf | Pdfs | Data Visualization | |
| 18_the_data_ink_ratio.pdf | Pdfs | Data Visualization | |
| 19_data_density.pdf | Pdfs | Data Visualization | |
| 1_introduction.pdf | Pdfs | Data Visualization | |
| 20_proportion_and_scale.pdf | Pdfs | Data Visualization | |
| 21_statistical_traps.pdf | Pdfs | Data Visualization | |
| 22_plots.pdf | Pdfs | Data Visualization | |
| 2_about_this_course.pdf | Pdfs | Data Visualization | |
| 3_examples_of_data_visualization.pdf | Pdfs | Data Visualization | |
| 4_the_problem_with_data_visualization.pdf | Pdfs | Data Visualization | |
| 5_the_science_of_human_graphical.pdf | Pdfs | Data Visualization | |
| 6_the_elementary_perceptual_tasks_part1.pdf | Pdfs | Data Visualization | |
| 7_the_elementary_perceptual_tasks_part2.pdf | Pdfs | Data Visualization | |
| 8_the_ranking_of_the_elementary.pdf | Pdfs | Data Visualization | |
| 9_redesigning_charts.pdf | Pdfs | Data Visualization | |
| database1_final_exam_ 2021_2022_version2.pdf | Exams | Database 1 | |
| database1_final_exam_2021_2022_version1.pdf | Exams | Database 1 | |
| database1_final_exam_2022_2023.pdf | Exams | Database 1 | |
| database1_final_exam_2025_2026.pdf | Exams | Database 1 | |
| database1_midterm_exam_2022_2023.pdf | Exams | Database 1 | |
| er_exercises_cnam_1.pdf | Exercises | Database 1 | |
| er_exercises_cnam_2.pdf | Exercises | Database 1 | |
| er_exercises_lu.pdf | Exercises | Database 1 | |
| er_exercise_with_solution.pdf | Exercises | Database 1 | |
| er_solution_lu.pdf | Exercises | Database 1 | |
| exercise_with_solution_liu_1.pdf | Exercises | Database 1 | |
| exercise_with_solution_liu_2.pdf | Exercises | Database 1 | |
| extra_exercises _with_solution.pdf | Exercises | Database 1 | |
| 1_principles_of_databases.pdf | Notes | Database 1 | |
| 2_database_system_concept_and_architecture.pdf | Notes | Database 1 | |
| 3_the_enhanced_er_model.pdf | Notes | Database 1 | |
| 4_the_relational_data_model.pdf | Notes | Database 1 | |
| 5_mapping_er_model_to_relational_model.pdf | Notes | Database 1 | |
| 6_data_normalization.pdf | Notes | Database 1 | |
| database2 _final_exam_2022_2023.pdf | Exams | Database 2 | |
| database2_final_exam_ 2021_2022.pdf | Exams | Database 2 | |
| database2_final_exam_2020_2021.pdf | Exams | Database 2 | |
| database2_midterm_2022_2023.pdf | Exams | Database 2 | |
| sql_exercises_1.pdf | Exercises | Database 2 | |
| sql_exercises_2.pdf | Exercises | Database 2 | |
| sql_exercises_3.pdf | Exercises | Database 2 | |
| sql_exercises_join.pdf | Exercises | Database 2 | |
| joining_data_in_sql_cheat_sheet.pdf | Extra Resources | Database 2 | |
| sql_summary.pdf | Handwritten Summaries | Database 2 | |
| 1_introduction_to_sql.pdf | Notes | Database 2 | |
| 2_ddl_dml_select.pdf | Notes | Database 2 | |
| 3_aggregate_functions.pdf | Notes | Database 2 | |
| 4_sql_join.pdf | Notes | Database 2 | |
| 5_subqueries.pdf | Notes | Database 2 | |
| 6_view _triggers _stored_procedures.pdf | Notes | Database 2 | |
| 1_introductio_to_sql.pdf | Pdfs | Database 2 | |
| 2_introduction_to_dbms.pdf | Pdfs | Database 2 | |
| 2_sql_aggregates.pdf | Pdfs | Database 2 | |
| 3_sql_join.pdf | Pdfs | Database 2 | |
| 4_sql_subqueries.pdf | Pdfs | Database 2 | |
| 5_constraints_and_triggers.pdf | Pdfs | Database 2 | |
| 6_viewand_access_control.pdf | Pdfs | Database 2 | |
| 7_functions_and_stored_procedures.pdf | Pdfs | Database 2 | |
| discrete_final_exam_2020_2021.pdf | Exams | Discrete Math | |
| discrete_final_exam_2021_2022.pdf | Exams | Discrete Math | |
| discrete_final_exam_2022_2023.pdf | Exams | Discrete Math | |
| discrete_midterm_exam_2021_2022.pdf | Exams | Discrete Math | |
| 1_exercises_part1.pdf | Exercises | Discrete Math | |
| 1_exercises_part2.pdf | Exercises | Discrete Math | |
| 2_exercises_part1.pdf | Exercises | Discrete Math | |
| 2_exercises_part2.pdf | Exercises | Discrete Math | |
| 2_exercises_part3.pdf | Exercises | Discrete Math | |
| 3_exercises_part1.pdf | Exercises | Discrete Math | |
| 3_exercises_part2.pdf | Exercises | Discrete Math | |
| 3_exercises_part3.pdf | Exercises | Discrete Math | |
| 4_exercises_part1.pdf | Exercises | Discrete Math | |
| 4_exercises_part2.pdf | Exercises | Discrete Math | |
| 4_exercises_part3.pdf | Exercises | Discrete Math | |
| sets_workbook.pdf | Exercises | Discrete Math | |
| 1_the_foundation_logic_and_proofs_part1.pdf | Pdfs | Discrete Math | |
| 1_the_foundation_logic_and_proofs_part2.pdf | Pdfs | Discrete Math | |
| 1_the_foundation_logic_and_proofs_part3.pdf | Pdfs | Discrete Math | |
| 2_basic_structures_part1.pdf | Pdfs | Discrete Math | |
| 2_basic_structures_part2.pdf | Pdfs | Discrete Math | |
| 2_basic_structures_part3.pdf | Pdfs | Discrete Math | |
| 3_number_theory_and_cryptography_part1.pdf | Pdfs | Discrete Math | |
| 3_number_theory_and_cryptography_part2.pdf | Pdfs | Discrete Math | |
| 3_number_theory_and_cryptography_part3.pdf | Pdfs | Discrete Math | |
| 4_equivalence_relations_part1.pdf | Pdfs | Discrete Math | |
| 4_equivalence_relations_part2.pdf | Pdfs | Discrete Math | |
| economics_final_exam_2020_2021.pdf | Exams | Economics | |
| economics_final_exam_2021_2022.pdf | Exams | Economics | |
| economics_final_exam_2022_2023.pdf | Exams | Economics | |
| economics.pdf | Pdfs | Economics | |
| english_1_final_exam_2025_26.pdf | Exams | English 1 | |
| english_final_exam_ 2023_2024.pdf | Exams | English 2 | |
| english_final_exam_2022_2023.pdf | Exams | English 2 | |
| english_final_exam_2025_2026.pdf | Exams | English 2 | |
| specialized_foreign_language_course.pdf | Pdfs | English 2 | |
| Automated Medical Transcription & Form Generation System.pdf | Extra Resources | Final Project | |
| DataRoad.pdf | Extra Resources | Final Project | |
| Interactive Voice Call with AI Celebrity Clone.pdf | Extra Resources | Final Project | |
| QS Global University Rankings.pdf | Extra Resources | Final Project | |
| Smart_Roads_Project_Proposal.pdf | Extra Resources | Final Project | |
| Unified Medication Network Analysis and Recommendation System.pdf | Extra Resources | Final Project | |
| UniVerse - AI Chatbot for Lebanese Universities.pdf | Extra Resources | Final Project | |
| Final Year Project Ideas.pdf | Pdfs | Final Project | |
| DS_Internship_report (2).docx | Extra Resources | Internship | |
| InternEvaluationForm.pdf | Extra Resources | Internship | |
| linear_algebra_final_exam_2021_2022.pdf | Exams | Linear Algebra | |
| linear_algebra_final_exam_2022 _2023.pdf | Exams | Linear Algebra | |
| linear_algebra_final_exam_2025_2026.pdf | Exams | Linear Algebra | |
| linear_algebra_midterm_exam_2022_2023.pdf | Exams | Linear Algebra | |
| chapter_1_exercises.pdf | Exercises | Linear Algebra | |
| chapter_2_exercises.pdf | Exercises | Linear Algebra | |
| chapter_3_exercises.pdf | Exercises | Linear Algebra | |
| chapter_4_exercises.pdf | Exercises | Linear Algebra | |
| chapter_5_exercises.pdf | Exercises | Linear Algebra | |
| 2_determinants.pdf | Handwritten Summaries | Linear Algebra | |
| 3_systems_of_linear_equation.pdf | Handwritten Summaries | Linear Algebra | |
| 4_spectral_theory.pdf | Handwritten Summaries | Linear Algebra | |
| 5_vector_space.pdf | Handwritten Summaries | Linear Algebra | |
| 1_matrices.pdf | Notes | Linear Algebra | |
| 2_determinants.pdf | Notes | Linear Algebra | |
| 3_lu_decomposition.pdf | Notes | Linear Algebra | |
| 3_systems_of_linear_equation.pdf | Notes | Linear Algebra | |
| 4_spectral_theory.pdf | Notes | Linear Algebra | |
| 5_vector_space.pdf | Notes | Linear Algebra | |
| 2_determinants.pdf | Pdfs | Linear Algebra | |
| 3_system_of_linear_equation.pdf | Pdfs | Linear Algebra | |
| 4_spectral_theory.pdf | Pdfs | Linear Algebra | |
| 5 _vector_space.pdf | Pdfs | Linear Algebra | |
| ml_final_exam_2021_2022.pdf | Exams | Machine Learning | |
| ml_final_exam_2022_2023.pdf | Exams | Machine Learning | |
| ml_final_exam_2023_2024.pdf | Exams | Machine Learning | |
| ml_final_exam_2024_2025.pdf | Exams | Machine Learning | |
| ml_final_exam_lau.pdf | Exams | Machine Learning | |
| ml_midterm_exam_2024_2025_version1.pdf | Exams | Machine Learning | |
| ml_midterm_exam_2024_2025_version2.pdf | Exams | Machine Learning | |
| backpropagation_exercises.pdf | Exercises | Machine Learning | |
| clustering_exercises.pdf | Exercises | Machine Learning | |
| feedforward_exrcises.pdf | Exercises | Machine Learning | |
| gradient_descent_exercises.pdf | Exercises | Machine Learning | |
| naive_bayes_exercises.pdf | Exercises | Machine Learning | |
| percpetron_exercices.pdf | Exercises | Machine Learning | |
| regularization_exercises.pdf | Exercises | Machine Learning | |
| backpropagation_example.pdf | Extra Resources | Machine Learning | |
| ml_cheatsheet.pdf | Extra Resources | Machine Learning | |
| 10_backpropagation.pdf | Notes | Machine Learning | |
| 2_clustering.pdf | Notes | Machine Learning | |
| 3_knn.pdf | Notes | Machine Learning | |
| 4_logistic_regression.pdf | Notes | Machine Learning | |
| 5_naive_bayes.pdf | Notes | Machine Learning | |
| 6_gradient_descent.pdf | Notes | Machine Learning | |
| 7_linear_perceptron.pdf | Notes | Machine Learning | |
| 8_neural_networks.pdf | Notes | Machine Learning | |
| 10_backpropagation.pdf | Pdfs | Machine Learning | |
| 2_clustering.pdf | Pdfs | Machine Learning | |
| 3_geometric_knn.pdf | Pdfs | Machine Learning | |
| 4_logistic_regression.pdf | Pdfs | Machine Learning | |
| 5_naive_bayes_classifier.pdf | Pdfs | Machine Learning | |
| 6_gradient_descent.pdf | Pdfs | Machine Learning | |
| 7_linear_perceptron.pdf | Pdfs | Machine Learning | |
| 8_neural_network.pdf | Pdfs | Machine Learning | |
| 9_regularization.pdf | Pdfs | Machine Learning | |
| marketing_research_final_exam_2023_2024.pdf | Exams | Marketing Research | |
| marketing_research_final_exam_2024_2025.pdf | Exams | Marketing Research | |
| marketing_research_final_exam_2025_2026.pdf | Exams | Marketing Research | |
| marketing_research_midterm_exam_2024_2025.pdf | Exams | Marketing Research | |
| marketing_research_summary.pdf | Handwritten Summaries | Marketing Research | |
| 1_thinking_like_ a_researcher.pdf | Pdfs | Marketing Research | |
| 2_marketing_problem_vs_research_problem.pdf | Pdfs | Marketing Research | |
| 3_research_design.pdf | Pdfs | Marketing Research | |
| 4_exploratory_research_design.pdf | Pdfs | Marketing Research | |
| 5_questionaire_design.pdf | Pdfs | Marketing Research | |
| 6_descriptive_research_design.pdf | Pdfs | Marketing Research | |
| metadata_final_exam_2019_2020.pdf | Exams | Metadata | |
| metadata_midterm_exam_2023_2024.pdf | Exams | Metadata | |
| exercises_with_solution.pdf | Exercises | Metadata | |
| 1_intorduction_to_metadata.pdf | Pdfs | Metadata | |
| 2_purpose_and_functions_of metadata.pdf | Pdfs | Metadata | |
| 3_types_of_metadata.pdf | Pdfs | Metadata | |
| 4_metadata_elements.pdf | Pdfs | Metadata | |
| 5_dublin_core.pdf | Pdfs | Metadata | |
| 6_metadata_and_seo.pdf | Pdfs | Metadata | |
| 7_editor_extraction_and_tags.pdf | Pdfs | Metadata | |
| 8_xml.pdf | Pdfs | Metadata | |
| files - Shortcut.lnk | Exercises | mis | |
| mis_summary.pdf | Handwritten Summaries | mis | |
| 1_business_driven_mis.pdf | Pdfs | mis | |
| 2_decision_support_systems.pdf | Pdfs | mis | |
| 3_ebusiness.pdf | Pdfs | mis | |
| 5_mis_infrastructure.pdf | Pdfs | mis | |
| 6_business_intelligence.pdf | Pdfs | mis | |
| sna_final_exam_2021_2022.pdf | Exams | Network Analysis | |
| sna_final_exam_2023_2024.pdf | Exams | Network Analysis | |
| sna_final_exam_2024_2025.pdf | Exams | Network Analysis | |
| 1_introduction.pdf | Handwritten Summaries | Network Analysis | |
| 2_graph_theory.pdf | Handwritten Summaries | Network Analysis | |
| 3_network_centrality.pdf | Handwritten Summaries | Network Analysis | |
| 4_ml_for_graph_predictions.pdf | Handwritten Summaries | Network Analysis | |
| 1_introduction_to_knowledge_graphs.pdf | Pdfs | Network Analysis | |
| 2_graph_theory.pdf | Pdfs | Network Analysis | |
| 3_network_centrality.pdf | Pdfs | Network Analysis | |
| 4_machine_learning_for_graph_predictions.pdf | Pdfs | Network Analysis | |
| 5_knowledge_graphs.pdf | Pdfs | Network Analysis | |
| homework_1.pdf | Assignments | OOP | |
| homework_1_solution.zip | Assignments | OOP | |
| homework_2_solution.zip | Assignments | OOP | |
| homewrork_2.pdf | Assignments | OOP | |
| final_exam_2020_2021.pdf | Exams | OOP | |
| final_exam_2021_2022.pdf | Exams | OOP | |
| final_exam_2022_2023.pdf | Exams | OOP | |
| 1_oop_exercises_with_solution.pdf | Exercises | OOP | |
| 2_oop_exercises_with_solution.pdf | Exercises | OOP | |
| 3_oop_exercises.pdf | Exercises | OOP | |
| 4_inheritance_and_composition.pdf | Exercises | OOP | |
| 4_inheritance_and_composition_solution.zip | Exercises | OOP | |
| 1_introduction_to_oop.pdf | Pdfs | OOP | |
| 2_java_programming.pdf | Pdfs | OOP | |
| 3_creating_classes.pdf | Pdfs | OOP | |
| 4_relationships_between_classes.pdf | Pdfs | OOP | |
| 5_inheritance.pdf | Pdfs | OOP | |
| 6_polymorphism.pdf | Pdfs | OOP | |
| 7_exception.pdf | Pdfs | OOP | |
| 8_abstract_class.pdf | Pdfs | OOP | |
| 9_interface.pdf | Pdfs | OOP | |
| Complete_Java_OOP_Handbook.pdf | Students Contributions | OOP | |
| project_management_final_exam_2023_2024.pdf | Exams | Project Management | |
| project_management_summary.pdf | Handwritten Summaries | Project Management | |
| 1_project_management_past_and_present.pdf | Pdfs | Project Management | |
| 2_project_management_overview.pdf | Pdfs | Project Management | |
| 3_the_project_life_cycle.pdf | Pdfs | Project Management | |
| 4_framework_for_project_management.pdf | Pdfs | Project Management | |
| 5_project_stakeholder_management.pdf | Pdfs | Project Management | |
| 6_culture_and_project_management.pdf | Pdfs | Project Management | |
| 7_project_initiation.pdf | Pdfs | Project Management | |
| python_final_exam_2023_2024.pdf | Exams | Python | |
| python_final_exam_2025_2026.pdf | Exams | Python | |
| python_midterm_exam_2023_2024.pdf | Exams | Python | |
| python_midterm_exam_2024_2025.pdf | Exams | Python | |
| basic_python_exercises.ipynb | Exercises | Python | |
| migration_to_python.ipynb | Extra Resources | Python | |
| numpy_python_cheat_sheet.pdf | Extra Resources | Python | |
| python_cheat_sheet.pdf | Extra Resources | Python | |
| python_summary.pdf | Handwritten Summaries | Python | |
| 1_python_basics.pdf | Notes | Python | |
| 2_python_data_types.pdf | Notes | Python | |
| 3_python_lists.pdf | Notes | Python | |
| 4_conditional_statements.pdf | Notes | Python | |
| 5_functions.pdf | Notes | Python | |
| 6_python_oop.pdf | Notes | Python | |
| 7_error_handling.pdf | Notes | Python | |
| 8_numpy.pdf | Notes | Python | |
| 9_python_methods.pdf | Notes | Python | |
| advanced_data_security_final_exam_2022_2023.pdf | Exams | Security 2 | |
| advanced_data_security_final_exam_2023_2024.pdf | Exams | Security 2 | |
| advanced_data_security_final_exam_2024_2025.pdf | Exams | Security 2 | |
| 1_security_concepts.pdf | Notes | Security 2 | |
| 2_Malware.pdf | Notes | Security 2 | |
| 3_network_security.pdf | Notes | Security 2 | |
| 4_secure_data_management.pdf | Notes | Security 2 | |
| 5_secure_web_use.pdf | Notes | Security 2 | |
| 1_security_concepts.pdf | Pdfs | Security 2 | |
| 2_malware.pdf | Pdfs | Security 2 | |
| 3_network_security.pdf | Pdfs | Security 2 | |
| 4_secure_data_management.pdf | Pdfs | Security 2 | |
| 5_secure_web_use.pdf | Pdfs | Security 2 | |
| assignment_1.pdf | Assignments | Statistics 1 | |
| assignment_2.pdf | Assignments | Statistics 1 | |
| assignment_3.pdf | Assignments | Statistics 1 | |
| statistics1_final_exam_2018_2019_session1.pdf | Exams | Statistics 1 | |
| statistics1_final_exam_2018_2019_session2.pdf | Exams | Statistics 1 | |
| statistics1_final_exam_2019_2020_session1.pdf | Exams | Statistics 1 | |
| statistics1_final_exam_2019_2020_session2.pdf | Exams | Statistics 1 | |
| statistics1_final_exam_2019_2020_session2_solution.pdf | Exams | Statistics 1 | |
| statistics1_final_exam_2021_2022.pdf | Exams | Statistics 1 | |
| statistics1_final_exam_2022_2023.pdf | Exams | Statistics 1 | |
| statistics1_final_exam_2025_2026.pdf | Exams | Statistics 1 | |
| statistics1_midterm_exam_2018-2019.pdf | Exams | Statistics 1 | |
| statistics1_midterm_exam_2019-2020.pdf | Exams | Statistics 1 | |
| statistics1_midterm_exam_2022-2023.pdf | Exams | Statistics 1 | |
| statistical_techniques_in_business_and_economics_lind_ouglas_srg.pdf | Extra Resources | Statistics 1 | |
| statistics_1_summary.pdf | Handwritten Summaries | Statistics 1 | |
| 10_one_sample_tests_of_hypothesis.pdf | Pdfs | Statistics 1 | |
| 1_what_is_statistics.pdf | Pdfs | Statistics 1 | |
| 2_describing_data.pdf | Pdfs | Statistics 1 | |
| 3_numerical_measures.pdf | Pdfs | Statistics 1 | |
| 5_a_survey_of_probability_concepts.pdf | Pdfs | Statistics 1 | |
| 6_discrete_probability_distributions.pdf | Pdfs | Statistics 1 | |
| 7_continuous_probability_distributions.pdf | Pdfs | Statistics 1 | |
| 8_sampling_methods.pdf | Pdfs | Statistics 1 | |
| 9_estimation_and_confidence_intervals.pdf | Pdfs | Statistics 1 | |
| statistics2_final_exam_2020_2021.pdf | Exams | Statistics 2 | |
| statistics2_final_exam_2021_2022_version1.pdf | Exams | Statistics 2 | |
| statistics2_final_exam_2021_2022_version2.pdf | Exams | Statistics 2 | |
| statistics2_final_exam_2021_2022_version3.pdf | Exams | Statistics 2 | |
| statistics2_final_exam_2022_2023.pdf | Exams | Statistics 2 | |
| statistics_2_summary.pdf | Handwritten Summaries | Statistics 2 | |
| 11_two_sample_tests_of_hypothesis.pdf | Pdfs | Statistics 2 | |
| 12_analysis_of_variance.pdf | Pdfs | Statistics 2 | |
| 13_correlation_and_linear_regression.pdf | Pdfs | Statistics 2 | |
| 14_multiple_regression_analysis.pdf | Pdfs | Statistics 2 | |
| 15_nominal_level_hypothesis_tests.pdf | Pdfs | Statistics 2 | |
| 16_analysis_of_ordinal_data.pdf | Pdfs | Statistics 2 | |
| assignent_3_solution.ipynb | Assignments | Statistics 3 | |
| assignment_1.pdf | Assignments | Statistics 3 | |
| assignment_1_and_2_solution.ipynb | Assignments | Statistics 3 | |
| assignment_2.pdf | Assignments | Statistics 3 | |
| assignment_2_dataset.xlsx | Assignments | Statistics 3 | |
| assignment_3.pdf | Assignments | Statistics 3 | |
| assignment_4.pdf | Assignments | Statistics 3 | |
| assignment_4_solution.ipynb | Assignments | Statistics 3 | |
| assignment_5.pdf | Assignments | Statistics 3 | |
| assignment_5_solution.ipynb | Assignments | Statistics 3 | |
| statistics3_final_exam.pdf | Exams | Statistics 3 | |
| statistics3_final_exam_2022_2023.pdf | Exams | Statistics 3 | |
| statistics3_final_exam_2023_2024.pdf | Exams | Statistics 3 | |
| statistics3_final_exam_2024_2025.pdf | Exams | Statistics 3 | |
| statistics3_midterm_exam_2023_2024.pdf | Exams | Statistics 3 | |
| statistics3_midterm_exam_2023_2024_solution.R | Exams | Statistics 3 | |
| f_table_alpha_0.01.pdf | Extra Resources | Statistics 3 | |
| f_table_alpha_0.05.pdf | Extra Resources | Statistics 3 | |
| multiple_linear_regression_r_code.R | Extra Resources | Statistics 3 | |
| simple_linear_regression_r_code.R | Extra Resources | Statistics 3 | |
| summary_usj.pdf | Extra Resources | Statistics 3 | |
| t_table.pdf | Extra Resources | Statistics 3 | |
| correlation.pdf | Handwritten Summaries | Statistics 3 | |
| model_diagnostics.pdf | Handwritten Summaries | Statistics 3 | |
| multiple_linear_regression.pdf | Handwritten Summaries | Statistics 3 | |
| r_language.pdf | Handwritten Summaries | Statistics 3 | |
| simple_linear_regression.pdf | Handwritten Summaries | Statistics 3 | |
| simple_linear_regression_in_r.pdf | Handwritten Summaries | Statistics 3 | |
| 1_linear_regression_analysis.pdf | Pdfs | Statistics 3 | |
| 2_simple_linear_regression.pdf | Pdfs | Statistics 3 | |
| 3_multiple_linear_regression.pdf | Pdfs | Statistics 3 | |
| 4_correlation.pdf | Pdfs | Statistics 3 | |
| 5_model_diagnostics.pdf | Pdfs | Statistics 3 | |
| advanced_web_final_exam_2023_2024.pdf | Exams | Web Backend | |
| advanced_web_final_exam_2024_2025.pdf | Exams | Web Backend | |
| advanced_web_final_exam_2025_2026.pdf | Exams | Web Backend | |
| advanced_web_midterm_exam_2023_2024.pdf | Exams | Web Backend | |
| advanced_web_midterm_exam_2025_2026.pdf | Exams | Web Backend | |
| 10_php_xml.pdf | Pdfs | Web Backend | |
| 1_web_fundamentals.pdf | Pdfs | Web Backend | |
| 2_php_basics.pdf | Pdfs | Web Backend | |
| 3_php_data_types.pdf | Pdfs | Web Backend | |
| 4_conditional_statements.pdf | Pdfs | Web Backend | |
| 5_php_functions.pdf | Pdfs | Web Backend | |
| 6_php_arrays.pdf | Pdfs | Web Backend | |
| 7_php_regex.pdf | Pdfs | Web Backend | |
| 8_php_forms.pdf | Pdfs | Web Backend | |
| 9_mysql_database.pdf | Pdfs | Web Backend | |
| google_assignment.pdf | Assignments | Web Design | |
| google_assignment_solution.zip | Assignments | Web Design | |
| gps-ware_assignment.pdf | Assignments | Web Design | |
| gps-ware_assignment_solution.zip | Assignments | Web Design | |
| web_design_assignment.pdf | Assignments | Web Design | |
| web_design_assignment_solution.zip | Assignments | Web Design | |
| web_final_exam_ 2022_2023.pdf | Exams | Web Design | |
| web_final_exam_2020_2021.pdf | Exams | Web Design | |
| web_final_exam_2023_2024.pdf | Exams | Web Design | |
| web_final_exam_2025_2026.pdf | Exams | Web Design | |
| baalback_festival.html | Exercises | Web Design | |
| calendar.html | Exercises | Web Design | |
| date1.html | Exercises | Web Design | |
| date2.html | Exercises | Web Design | |
| form1.html | Exercises | Web Design | |
| form2.html | Exercises | Web Design | |
| frames.html | Exercises | Web Design | |
| password_identification.html | Exercises | Web Design | |
| registation_form_with_css.html | Exercises | Web Design | |
| slide_show1.html | Exercises | Web Design | |
| slide_show2.html | Exercises | Web Design | |
| store_data.html | Exercises | Web Design | |
| table_with_input.html | Exercises | Web Design | |
| testing.html | Exercises | Web Design | |
| the_calculater.html | Exercises | Web Design | |
| css_cheatsheet.pdf | Extra Resources | Web Design | |
| flexbox_cheatsheet.pdf | Extra Resources | Web Design | |
| html_cheatsheet.pdf | Extra Resources | Web Design | |
| web_design_open_book.pdf | Extra Resources | Web Design | |
| css_1.pdf | Pdfs | Web Design | |
| css_2.pdf | Pdfs | Web Design | |
| css_3.pdf | Pdfs | Web Design | |
| css_4.pdf | Pdfs | Web Design | |
| html_forms.pdf | Pdfs | Web Design | |
| html_tables.pdf | Pdfs | Web Design | |
| html_tutorial.pdf | Pdfs | Web Design | |
| introduction_to_html.pdf | Pdfs | Web Design | |
| introduction_to_javascript.pdf | Pdfs | Web Design | |
| data_scraping_final_exam_2022_2023.pdf | Exams | Web Scraping | |
| data_scraping_final_exam_2023_2024.pdf | Exams | Web Scraping | |
| web_scraping_gathering_data_from_websites.pdf | Extra Resources | Web Scraping | |
| web_scraping_summary.pdf | Handwritten Summaries | Web Scraping | |
| 1_introduction_to_web_scraping.pdf | Pdfs | Web Scraping | |
| 2_applications_and_tools.pdf | Pdfs | Web Scraping | |
| 3_web_scraping_in_python.pdf | Pdfs | Web Scraping | |
| 4_storing_scraped_data.pdf | Pdfs | Web Scraping | |
| 5_scraping_from_multiple_web_pages.pdf | Pdfs | Web Scraping | |
| graph theory ch3 summary | Handwritten Summaries | Network Analysis |
