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            Image Classification and Object Detection without Code
            
                
                    
                        
                        Learn how to use the Dataiku deep learning capabilities for image classification and object detection
                        
                        
                        
                        
                        
                        
                            
    
    
                        
                        
                            
                        
                     
                 
             
         
     
 
    
    
        
            
                
                    
                
                
                    
                        Curriculum90 min
                        
    
        
            
                - 
                    Image Classification
                    
                
 
            
        
            
                
    
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                Concept | Pre-trained image classification models 
            
         
        
     
            
        
            
                
    
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                Concept | Optimization of image classification models 
            
         
        
     
            
        
            
                
    
    - 
        
        
        
     
            
        
            
                
    
    - 
        
        
            
                Fine-tune a pre-trained image classification model 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Interpret model metrics and explainability 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Classify new images with the model 
            
         
        
     
            
        
            
                - 
                    Object Detection
                    
                
 
            
        
            
                
    
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                Concept | Object detection 
            
         
        
     
            
        
            
                
    
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                Explore and prepare the data 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Fine-tune a pre-trained object detection model 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Interpret model metrics and explainability 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Test the object detection model 
            
         
        
     
            
        
            
                - 
                    Wrap-Up
                    
                
 
            
        
            
                
    
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                Course checkpoint | Image Classification & Object Detection without Code 
            
         
        
     
            
        
            
                
    
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                Course complete | Image Classification & Object Detection without Code 
            
         
        
     
            
        
    
                     
                
             
            
                
                    
                        
                    
                    
                    
                        
                            
                                Curriculum90 min
                            
                            
                                
    
        
            
                - 
                    Image Classification
                    
                
 
            
        
            
                
    
    - 
        
        
            
                Concept | Pre-trained image classification models 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Concept | Optimization of image classification models 
            
         
        
     
            
        
            
                
    
    - 
        
        
        
     
            
        
            
                
    
    - 
        
        
            
                Fine-tune a pre-trained image classification model 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Interpret model metrics and explainability 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Classify new images with the model 
            
         
        
     
            
        
            
                - 
                    Object Detection
                    
                
 
            
        
            
                
    
    - 
        
        
            
                Concept | Object detection 
            
         
        
     
            
        
            
                
    
    - 
        
        
        
     
            
        
            
                
    
    - 
        
        
            
                Explore and prepare the data 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Fine-tune a pre-trained object detection model 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Interpret model metrics and explainability 
            
         
        
     
            
        
            
                
    
    - 
        
        
            
                Test the object detection model 
            
         
        
     
            
        
            
                - 
                    Wrap-Up
                    
                
 
            
        
            
                
    
    - 
        
        
            
                Course checkpoint | Image Classification & Object Detection without Code 
            
         
        
     
            
        
            
                
    
    - 
        
        
        
     
            
        
            
                
    
    - 
        
        
            
                Course complete | Image Classification & Object Detection without Code