Mahmoud Sobhy

Logistic Regression (LR) in detail | Sigmoid Function | Python Code | شرح عربى

#5 Software Testing | User Testing (Alpha, Beta, Acceptance) | Testing Exercises

#4 Software Testing | Integration Testing | System Testing | Release Testing

#3 Software Testing | Complete Test Case Example & Expected Outcome Analysis

BERT Model in detail | Pretrained Model | Fine-tuning | MLM | NSP | بالعربى

Multi-Head Attention

Encoder-Decoder Attention

Masked Self Attention (Decoder only Transformer)

Contextualized Embedding | Positional Encoding بالعربى

Self Attention (Encoder Only Transformer) بالعربى

#2 Software Testing | Control Flow Graph (CFG) | Independent Paths | Cyclometric Complexity (CCM)

#1 Software Testing | Development Testing | Unit Testing Examples

Architectural Design | Block Diagram

#7 UML | Sequence Diagram | Interaction Models

#6 UML | Entity Relationship Diagram (ERD)

#5 UML | DFD Part2 | Context Diagram | Level (0) DFD | Level (1) DFD

#5 UML | Data Flow Diagram (DFD) Part 1 | Entity | Process | Datastore

#4 UML | Class Diagram (Part 2) | Generalization | Dependency | Complete Examples

#4 UML | Class Diagram (Part 1) | Association | Aggregation | Composition

#3 UML | State Diagram | Event-driven Models

#2 UML | Use Case Diagram

#1 UML | Activity Diagram

Linear Regression - Part2 | Mathematical Examples | Gradient of Loss | مسائل متنوعة

Inference Rules | Premises | Conclusion | قواعد الاستدلال

How Support Vector Machine (SVM) Works Mathematically بالعربى

How does Linear Regression Work Mathematically بالعربى

#4 Text Representation (Frequency-based) | BOW, TFIDF, Co-occurrence| تمثيل النصوص بتكرار الكلمات

#3 Simple ِpreprocessing for Arabic Text| المعالجة المبدئية للنصوص

#2 Steps of NLP | خطوات معالجة اللغة الطبيعية

#1 Introduction | NLP Tasks | Data, Corpus, Corpora, Vocab | مقدمة