K MEANS CLUSTERING IN MACHINE LEARNING
THE K MEANS CLUSTERING CLASSIFICATION ALGORITHM USED IN MACHINE LEARNING WE HAVE SEEN HOW CLASSIFICATION PROBLEMS ARE TACKLED USING LOGISTIC REGRESSIONS . HERE WE DISCUSS AN ALGORITHM THAT HELPS US …
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LOGISTIC REGRESSION AND ITS ASSUMPTIONS
WHAT IS LOGISTIC REGRESSION , ITS ASSUMPTIONS AND USES IN MACHINE LEARNING ,ALGORITHMS THE WORD “REGRESSION ” IN LOGISTIC REGRESSION IS A MISNOMER . A LINEAR REGRESSION MODEL WAS SUPPOSED …
VANISHING GRADIENTS IN NEURAL NETWORKS
THE PROBLEM FACED DURING BACKPROPOGATION WHILE TRAINING NEURAL NETWORKS BACKPROPOGATION REFERS TO THE METHOD USED FOR OPTIMISING THE WEIGHTS AND BIASES OF A NEURAL NETWORK LEARNING MODEL . IT USES …
DEEP LEARNING IN GAMES
HOW WE CAN USE DEEP LEARNING IN GAMES LIKE SNAKE AND MAKE A MODEL THAT PLAYS THE GAME USING ITS “INTELLIGENCE” YOU WOULD BE SURPRISED TO KNOW THAT MANY GAMES …
DEEP LEARNING IN GAMES : IS “THE LAST OF US 2 ” AI BASED ?
KNOW THE ARTIFICIAL INTELLIGENCE MODEL BEHIND THE NEW GAME ” THE LAST OF US 2″ SO FINALLY AFTER BEING DELAYED DUE TO THE CORONA VIRUS PANDEMIC THE LAST OF US …
DEEP LEARNING IN GAMES : IS “THE LAST OF US 2 ” AI BASED ? Read More »
OVERFITTING IN MACHINE LEARNING MODELS
HOW OVERTRAINING /OVERFITTING A MODEL CAN LEAD TO BAD PERFORMANCE ON TEST /UNSEEN DATA YOU DECIDED TO CREATE A MACHINE LEARNING MODEL . THERE IS A CERTAIN DATA SET WHICH …
WHAT IS BACKPROPAGATION IN NEURAL NETWORKS?
HOW DOES A NEURAL NETWORK MODEL USES BACKPROPAGATION TO TRAIN ITSELF TO GET CLOSER TO THE DESIRED OUTPUT? IF YOU KNOW SUPERVISED MACHINE LEARNING YOU MUST HAVE DONE FEATURE ENGINEERING …
MACHINE LEARNING COURSE SYLLABUS
WHAT EVERY MACHINE LEARNING COURSE MUST CONTAIN THE HUGE DEMAND OF MACHINE LEARNING ENGINEERS HAS CAUSED AN UPSURGE IN STUDENTS TAKING UP ONLINE COURSES FOR THE SAME AND ALSO WANTING …
DEEP LEARNING COURSE CONTENT
THE IMPORTANT CHAPTERS FOR ANY DEEP LEARNING COURSE CONTENT IF YOU WANT TO START DEEP LEARNING AND ARE LOOKING FOR AN OVERVIEW OF WHAT A GOOD COURSE STRUCTURE SHOULD OFFER …
ACTIVATION FUNCTION IN NEURAL NETWORK
THE PURPOSE OF USING ACTIVATION FUNCTIONS IN NEURONS OF A NEURAL NETWORK IF YOU HAVE SEEN A NEURAL NETWORK YOU MUST HAVE CAME ACROSS THE TERM ACTIVATION FUNCTION . THE …