Why ML skills are key to data science, how ML is changing urban development, and recommendations for learning more about ML.
                    
			            - By Upside  Staff
 - December 12, 2019
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    The upcoming decade will see revolutionary changes to business across industries. Much of that change will be driven through analytics; 2020 will be a launching point and will have a heavy focus on augmented analytics.
                    
			            - By Troy  Hiltbrand
 - December 11, 2019
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    From in-memory computing to stream processing, machine learning, and AI -- the world of analytics is changing quickly. We spoke to Kelly Herrell, CEO of Hazelcast, to find out how these technologies will help enterprises make decisions more quickly.
                    
			            - By James E.  Powell
 - December 6, 2019
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Recent research has tried to create less biased algorithms, falsely represented ML accuracy, and shown how AI can be corrupted with bad data.
                    
			            - By Upside  Staff
 - December 5, 2019
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    The popularity of AI and ML have wide-reaching effects on your enterprise. Here are three important trends driven by AI to look out for next year.
                    
			            - By Ryohei  Fujimaki
 - December 2, 2019
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    The purpose of documenting data science and tips for judging the value of machine learning.
                    
			            - By Upside  Staff
 - November 26, 2019
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    MinIO CEO and cofounder Anand Babu Periasamy explains why thinking about (and managing) data is so critical to enterprise success, the role of AI/ML, the disruptive nature of Kubernetes, and where analytics and data management are headed in 2020 and beyond.
                    
			            - By James E.  Powell
 - November 26, 2019
 
		            
		            
                
                    
                    
                    
                 
            
                
	                
                    
                                        
		            
                    Refined and labeled data is imperative for advances in AI. When your supply of good data does not match your demand, look to synthetic data to fill the gap. 
                    
			            - By Troy  Hiltbrand
 - November 22, 2019