September 19, 2024 Praveen 0 AI development company, Artificial Intelligence, Basic Structure of Neural Networks, big data, Machine Learning, Role of Big Data in Machine Learning, Types of Neural Networks

#1 Introduction#2 Understanding Neural NetworksBasic Structure of Neural NetworksNeuron Layers (Input, Hidden, Output)Activation Functions and WeightsBackpropagation and Learning AlgorithmsTypes of Neural NetworksFeedforward Neural Networks (FNN)Convolutional Neural Networks (CNN) for Image ProcessingRecurrent Neural Networks (RNN) for Sequential DataHow Neural Networks LearnTraining with Labeled DatasetsAdjusting Weights Based on Error Minimization (Gradient Descent)#3 The Role of Big Data in Machine LearningDefining Big DataCharacteristics of Big DataSources of Big DataBig Data and Learning SystemsThe Need for Large, Diverse Datasets to Train Neural NetworksImportance of Data Quality and CleaningImpact of Data Variety on Improving Neural Network Accuracy#4 Synergy Between Neural Networks and Big DataWhy Neural…