Principles for ethical AI, avoiding bias in text analysis, more data ethics courses available.
                    
			            - By Upside  Staff
 - April 12, 2018
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Data visualizations can show the changing seasons by mapping changes in temperature, weather, plants, and animals.
                    
			            - By Upside  Staff
 - April 11, 2018
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Higher education is beginning to practice what it preaches -- teaching and using analytics for its own benefit. Here's how one university ventured in this new direction.
                    
			            - By Brian J. Dooley
 - April 10, 2018
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Which groups are online more, where more people have computers, and what different groups do online.
                    
			            - By Upside  Staff
 - April 4, 2018
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Recent revelations about the use of personal data are affecting the data science and big data community.
                    
			            - By Upside  Staff
 - April 3, 2018
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    How not to apply machine learning, how machine learning affects search engines, and how financial marketing is using AI.
                    
			            - By Upside  Staff
 - March 29, 2018
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Infographics have less programming and more graphic design than interactive visualizations, but here are three infographics that provide perspectives on the modern digital world.
                    
			            - By Upside  Staff
 - March 28, 2018
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    How machine learning is affecting manufacturing, can help pick a March Madness bracket, and is being overhyped and misunderstood.
                    
			            - By Upside  Staff
 - March 22, 2018