KASDD D Genap 25/26 - Week 7 - Imbalanced Classification

Laksmita Rahadianti, PhD - Fasilkom UI219 subscribers

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What you'll learn

A 74-minute video from Laksmita Rahadianti, PhD - Fasilkom UI: “KASDD D Genap 25/26 - Week 7 - Imbalanced Classification”.

Programming & CS

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DDP2 B 2023 - Rekaman Kelas Pekan 9-1: Abstract Classes and Interfaces

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Intermediate

A 45-minute video from Laksmita Rahadianti, PhD - Fasilkom UI: “DDP2 B 2023 - Rekaman Kelas Pekan 9-1: Abstract Classes and Interfaces”.

57:01

KASDD D Genap 24/25 - Week 13 - Neural Networks: MLP and Backpropagation

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A 57-minute video from Laksmita Rahadianti, PhD - Fasilkom UI: “KASDD D Genap 24/25 - Week 13 - Neural Networks: MLP and Backpropagation”.

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Builds up what a neural network actually is — neurons as numbers, layers, weights and biases — using handwritten-digit recognition as the running example.

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How transformer models (the 'T' in GPT) turn text into vectors and predict the next token, step by step.

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Sandi Metz refactors the notorious Gilded Rose kata live, showing how small, disciplined steps and duplication-over-wrong-abstraction lead to clean object-oriented code.