Here you will find a number of modules and components for introducing you to AI-First Engineering.
	
Big Data Applications are an important topic that have impact in
academia and industry.
 
        
    
    
    
    
    
    
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
                
                
                    
                    Last Semester’s Introductory Lecture with introduction to and Motivation for Big Data Applications and Analytics Class. See section G for material directly related to this lass but all sections are relevant
                 
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
                
                
                    
                    Updated On an ongoing Basis
                 
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
                
                
                    
                    This section discusses the health and medicine sector
                 
            
        
            
        
            
        
            
        
            
                
                
                    
                    This section discusses the mobility in Industry
                 
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
                
                
                    
                    This section discusses the space and energy.
                 
            
        
            
        
            
                
                
                    
                    This section discusses AI in Banking
                 
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
                
                
            
        
            
        
            
        
            
                
                
                    
                    This section discusses the transportation systems
                 
            
        
            
        
            
                
                
                    
                    This section discusses Commerce
                 
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
                
                
                    
                    Python Exercise on Google Colab
                 
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
                
                
                    
                    Distributed Training for MNIST
                 
            
        
            
                
                
                    
                    MLP + LSTM with MNIST on Google Colab
                 
            
        
            
                
                
                    
                    MNIST Classification on Google Colab
                 
            
        
            
        
            
                
                
            
        
            
                
                
                    
                    MNIST with AutoEncoder: Classification on Google Colab
                 
            
        
            
                
                
                    
                    MNIST with Convolutional Neural Networks: Classification on Google Colab
                 
            
        
            
                
                
                    
                    MNIST-LSTM Classification on Google Colab
                 
            
        
            
                
                
                    
                    MNIST-MLP Classification on Google Colab
                 
            
        
            
                
                
                    
                    MNIST with Recurrent Neural Networks: Classification on Google Colab
                 
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
            
        
    
 
	
	
	
    Last modified
    June 17, 2021
    : 
add aliasses (6b7beab5)