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Implementing TF-IDF from Scratch
David Oniani
514 подписчиков
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21 видео с канала:
David Oniani
Implementing TF-IDF from Scratch
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Implementing Principal Component Analysis (PCA) from Scratch
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Recommender Systems: Generalized Matrix Factorization from Scratch
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Image Classification: VGG Model from Scratch
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Image Classification: CNN for MNIST (+Deep Learning Project Setup)
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Implementing a Convolution from Scratch (+ Baby Yoda)
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Implementing Distance Functions from Scratch
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Implementing k-Means Clustering from Scratch
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Discussing Batch, Stochastic, and Mini-Batch Gradient Descent
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Implementing Tanh and Its Derivative from Scratch
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Implementing SERF and Its Derivative from Scratch (r/MachineLearning special)
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Implementing Swish and Its Derivative from Scratch
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Implementing GELU and Its Derivative from Scratch
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Implementing Leaky ReLU and Its Derivative from Scratch
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Implementing ReLU and Its Derivative from Scratch
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Implementing Sigmoid and Its Derivative from Scratch
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Implementing Logistic Regression from Scratch
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AI/ML Model API Design and Numerical Stability (follow-up)
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Implementing Linear Regression from Scratch
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Implementing K-Nearest Neighbors (k-NN) from Scratch
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Implementing Gaussian Naive Bayes from Scratch
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Канал: David Oniani
Implementing TF-IDF from Scratch
Скачать
Implementing Principal Component Analysis (PCA) from Scratch
Скачать
Recommender Systems: Generalized Matrix Factorization from Scratch
Скачать
Image Classification: VGG Model from Scratch
Скачать
Image Classification: CNN for MNIST (+Deep Learning Project Setup)
Скачать
Implementing a Convolution from Scratch (+ Baby Yoda)
Скачать
Implementing Distance Functions from Scratch
Скачать
Implementing k-Means Clustering from Scratch
Скачать
Discussing Batch, Stochastic, and Mini-Batch Gradient Descent
Скачать
Implementing Tanh and Its Derivative from Scratch
Скачать
Implementing SERF and Its Derivative from Scratch (r/MachineLearning special)
Скачать
Implementing Swish and Its Derivative from Scratch
Скачать
Implementing GELU and Its Derivative from Scratch
Скачать
Implementing Leaky ReLU and Its Derivative from Scratch
Скачать
Implementing ReLU and Its Derivative from Scratch
Скачать
Implementing Sigmoid and Its Derivative from Scratch
Скачать
Implementing Logistic Regression from Scratch
Скачать
AI/ML Model API Design and Numerical Stability (follow-up)
Скачать
Implementing Linear Regression from Scratch
Скачать
Implementing K-Nearest Neighbors (k-NN) from Scratch
Скачать
Implementing Gaussian Naive Bayes from Scratch
Скачать
