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Tan Pengshi Alvin

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Lightweight YOLO Detection with YOLO-based Object Tracking from Scratch

Designing YOLO and object tracking models from scratch with OpenCV data simulation

Aug 1, 2024

Lightweight YOLO Detection with YOLO-based Object Tracking from Scratch

Aug 1, 2024

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Transfer Learning and Convolutional Neural Networks (CNN) — Complete Guide

A complete guide from CNN to Transfer Learning, with application on Kaggle’s Cat versus Dog dataset

Sep 11, 2022

Transfer Learning and Convolutional Neural Networks (CNN) — Complete Guide

Sep 11, 2022

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A Practical Introduction to Artificial Intelligence and Computer Vision

A layman's guide to the world of Artificial Intelligence and Computer Vision with YouTube tutorial

Nov 7

A Practical Introduction to Artificial Intelligence and Computer Vision

Nov 7

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Introductory Python: Basic Python Objects, Functions, and Loops— Part 1

A complete introduction to built-in Python objects, functions, loops to error handling

Oct 24

Introductory Python: Basic Python Objects, Functions, and Loops— Part 1

Oct 24

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An Introduction to PyTorch versus TensorFlow for Deep Learning

A side-by-side comparison of PyTorch and TensorFlow for training and inference of neural networks

Nov 13, 2024

An Introduction to PyTorch versus TensorFlow for Deep Learning

Nov 13, 2024

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Optical Character Recognition (OCR) with CNN-LSTM Attention Seq2Seq

Exploring the Attention-based CNN-LSTM Seq2Seq model for effective OCR with TensorFlow

Sep 8, 2024

Optical Character Recognition (OCR) with CNN-LSTM Attention Seq2Seq

Sep 8, 2024

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Reinforcement Learning: Introducing Deep Q* Networks — Part 6

An adjusted framework combining Deep Q-Networks with a trainable exploration heuristic and supervision

Jul 19, 2024

Reinforcement Learning: Introducing Deep Q* Networks — Part 6

Jul 19, 2024

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Graph Neural Networks (GNN) — Concepts and Applications

Exploring the concept and applications of Graphs, and how to apply Neural Networks to it

May 23, 2024

Graph Neural Networks (GNN) — Concepts and Applications

May 23, 2024

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Demystifying the Receiver Operating Characteristic (ROC) Curve

Interpreting the metrics behind a supervised classification model, in particular, the ROC curve and AUC

Apr 22, 2024

Demystifying the Receiver Operating Characteristic (ROC) Curve

Apr 22, 2024

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Reinforcement Learning: Multi-Agent Cooperation with MADQN— Part 5

Multi-agent reinforcement learning with 3 MADQN frameworks on the ma-gym’s “Switch4” environment

Dec 24, 2023

Reinforcement Learning: Multi-Agent Cooperation with MADQN— Part 5

Dec 24, 2023

Tan Pengshi Alvin

Tan Pengshi Alvin

A teacher for Math, Physics, Data Science, AI and Self-Growth to build a smarter and wiser world👨🏻‍🎓YouTube: www.youtube.com/@theclassroam

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