Published onMay 30, 2023Building Your First Neural Network From Scratch: A Step-by-Step Guide with the MNIST DatasetArtificial-IntelligenceCalculusLinear-AlgebraFunHave you ever wondered how a computer recognizes hand written digits? Read more to implement your own neural network for this task!
Published onMay 18, 2023you only live... wait... look once (YOLO) Object DetectionArtificial-IntelligenceComputer-VisionFunWant to learn about the state of the art object detection model YOLO? Read more to find out!
Published onJanuary 30, 2023Basics of Neural Networks: Backpropagation Through Multi-variable FunctionsMachine-LearningMultivariable-CalculusArtificial-IntelligenceFunWonder how to backprogate through a complex loss function in a neural network? Read more to find out!
Published onJanuary 7, 2023Interesting Applications of the Bayes' TheoremProbabilityArtificial-IntelligenceNatural-Language-ProcessingFunEver wondered how spam detection, author identification, and many more worked? Read more about Bayes Theorem to find out!
Published onDecember 12, 2022Connect 4 with Monte Carlo Tree SearchReinforcement-LearningArtificial-IntelligenceAlgorithmsFunWant to learn how to program a computer to beat your friends at Connect 4? Read more to find out!
Published onNovember 27, 2022Thoughts About AI Generated ImagesArtificial-IntelligenceImage-GenerationThoughtsSharing some of my thoughts on recently created image generation models like DALL-E 2.0 or Midjourney!