ContentsWhat Are Neural Networks NL? The Core Technology Behind Modern Artificial IntelligenceFrom Perceptrons to Deep Learning: A Brief HistoryHow Neural Networks Work: NL- Core ConceptsPopular Neural Network NL ArchitecturesFeedforward Neural Networks NL (FNNs)Convolutional Neural Networks (CNNs)Recurrent Neural Networks (RNNs)Long Short-Term Memory (LSTM) NetworksTransformers and Attention MechanismsApplications of Neural Networks Across

ContentsMachine Learning (ML): An In-Depth Guide to How It Works, Types, Applications, and BenefitsWhat is Machine Learning (ML)?A Brief History of Machine LearningTypes of Machine LearningHow Machine Learning Works: Algorithms, Training, and EvaluationCommon ML Algorithms and ModelsData Preprocessing and Feature EngineeringModel TrainingEvaluation MetricsExample – Putting it Together:Applications of Machine Learning

ContentsDeep Learning: What It Is, How It Works, and Why It Matters in AI TodayIntroduction to Deep LearningA Brief Historical EvolutionCore Concepts of Deep LearningTraining Deep Learning ModelsApplications of Deep LearningComputer VisionNatural Language Processing (NLP)Healthcare and BiomedicineFinance and FinTechMarketing and SalesDeep Learning in Real Life: Case Studies and ImpactTools and

ContentsWhat Is Artificial Intelligence (AI)? A Complete Beginner’s Guide to Understanding How It Works, Its Types, Benefits, and Real-World ApplicationsHistory of AI: Milestones and BreakthroughsTechnical Foundations of Artificial Intelligence (AI)Applications of Artificial Intelligence (AI) Across IndustriesHealthcareFinanceMarketing and RetailManufacturing and IndustryOther Notable AreasEthical Considerations and Risks of Artificial Intelligence (AI)Recent Advancements

“In 1950, Alan Turing introduced his groundbreaking paper ‘Computing Machinery and Intelligence,’ laying the foundation for what would later be known as the Turing Test—a benchmark for assessing machine intelligence. Just a few years later, the term ‘artificial intelligence’ was officially coined, marking the birth of a new era in