Advice for leveraging external data, the coming effects of data democratization, and why data scientists should do data prep. 
                    
			            - By Upside  Staff
 - August 10, 2021
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Almost all say data science is crucial  to success but companies lack the staff, skills and tools to be effective longer-term.
                    
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Finding the right data science tools is paramount if your team is to discover business insight. Here are five things to look for when you search for your next data science platform. 
                    
			            - By Troy  Hiltbrand
 - August 9, 2021
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    AI practitioners need to be aware of best practices in training data preparation, as well as the myriad ways in which to avoid or reduce bias in your data set. 
                    
			            - By MingKuan  Liu
 - August 6, 2021
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Discrimination against women in data science, companies using the term data science without understanding it, and how data science ideas could be taught to younger kids. 
                    
			            - By Upside  Staff
 - August 5, 2021
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    SaaS offering of the Zaloni Arena DataOps platform purpose-built for unified and automated data governance. 
                    
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Some best practices for color in data visualization and some amusing options for visualization style.   
                    
			            - By Upside  Staff
 - August 4, 2021
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Cybersecurity technology is not seen as a solution for smaller organizations that cannot afford it. What's needed is government action on cryptocurrency transparency to help deter attacks.
                    
			            - By Richard  Seeley
 - August 4, 2021