UNDERSTANDING THE PURPOSE AND MATH BEHIND CONVOLUTIONAL NEURAL NETWORKS BEFORE ADDRESSING THE TERM “CONVOLUTION” , I WOULD LIKE TO DRAW YOUR ATTENTION TO THE MAJOR TECHNOLOGICAL ADVANCEMENTS THAT ARE EITHER DIRECTLY OR INDIRECTLY RELATED TO IMAGES ,OR IN GENERAL VISUAL MEDIA . FACE RECOGNITIONS , PATTERN DETECTIONS , READING MANUAL SCRIPTS USING MACHINES AND TO […]
KERAS VS TENSORFLOW
COMPARING TWO OPEN SOURCE DEEP LEARNING PLATFORMS THAT COME IN HANDY WHEN BUILDING DEEP LEARNING MODELS. DEEP LEARNING IS THE NEW TREND .THE TECH GIANTS ARE INVESTING BIG . THIS HAS LED TO AN UPSURGE IN PEOPLE WANTING TO LEARN DEEP LEARNING TO STAY INDUSTRY RELEVANT . THERE ARE MANY DEEP LEARNING FRAMEWORKS TO WORK […]
PYTORCH VS TENSORFLOW DEEP LEARNING
COMPARING TWO OPEN SOURCE DEEP LEARNING PLATFORMS THAT COME IN HANDY WHEN BUILDING DEEP LEARNING MODELS. DEEP LEARNING IS THE NEW TREND .THE TECH GIANTS ARE INVESTING BIG . THIS HAS LED TO AN UPSURGE IN PEOPLE WANTING TO LEARN DEEP LEARNING TO STAY INDUSTRY RELEVANT . THERE ARE MANY DEEP LEARNING FRAMEWORKS TO WORK […]
ARTIFICIAL INTELLIGENCE ORIGIN
UNDERSTANDING HOW THE HUMAN BRAIN AND NEURON STRUCTURE IS THE BASIS OF ALL ARTIFICIAL INTELLIGENCE . “FOOD HAS NO IMPORTANCE WITHOUT HUNGER ,”RIGHT?”FOOD HAS NO IMPORTANCE WITHOUT HUNGER ,”RIGHT? BEFORE GETTING TO DAUNTING TERMS LIKE ALGORITHMS, ARTIFICIAL INTELLIGENCE, MACHINE LEARNING, DATA, LETS ADDRESS THE VERY NEED OF UNDERSTANDING NEURAL NETWORKS. WERE THE TRADITIONAL COMPUTERS NOT […]
MATHEMATICS REQUIRED FOR ML / DL /AI ?
WHAT MATHEMATICAL CONCEPTS YOU NEED TO HAVE BEFORE TAKING UP COURSES ON ML /DL /AI THERE ARE PREDEFINED LIBRARIES IN PYTHON WHICH MAKES CREATING MODELS SUPER EASY FOR ANYONE .FOR A BETTER UNDERSTANDING OF WHATS ACTUALLY HAPPENING BEHIND THE SCENES YOU NEED TO HAVE COMMAND OVER THE FOLLOWING MATHEMATICAL DOMAINS. SINCE “DATA SCIENCE” IN ITSELF […]
HOW DATA SET SIZE AFFECTS AI PERFORMANCE
HOW NEURAL NETWORKS WILL RULE 2021-2030 RESEARCH ON AI AND NEURAL NETWORKS BEGAN WAY BACK IN THE MID 1900’S. SO WHY IS IT THAT CERTAIN AI BASED TECHNOLOGIES HAVE SEEN EVOLUTION ONLY IN THE LAST DECADE . THE ANSWER TO THIS QUESTION LIES IN THE VERY NATURE OF NEURAL NETWORKS. TO UNDERSTAND THIS BETTER LETS […]