Data Charging Station

2017-07-06

Keras Cifar-10

這次來用Keras建立CNN，辨識Cifar-10影像資料 Cifar-10 是32*32 RBG的圖形，裡面 Continue reading

Keras, Python

DL
2017-06-30

ML KNN

k-th nearest neighbor 又簡稱KNN，是Supervised learning 的一種，看 Continue reading

Effective Python, Python

ML, Python
2017-06-29

LSTM

原文網址想像人在每次思考、閱讀一段文章時，不是從零開始，會保留過去的記憶；RNN就是來解決這方面的問題。每 Continue reading

Tensorflow

DL, Python, Tensorflow
2017-06-13

Kaggle PM2.5 Prediction

嘗試用sklearn做分析使用豐原站的觀測記錄，分成train set跟test set，tr Continue reading

Kaggle, Python

DL, Python
2017-06-09

Kaggle Tinatic

Kaggle The sinking of the RMS Titanic is one of the mos Continue reading

Kaggle, Python, Tensorflow

DL, Python, Tensorflow
2017-06-05

Kaggle Digit Recognizer

進入 Kaggle的第一個試題 Kaggle digit recognizer 是一個用CSV儲存的 MNIS Continue reading

Kaggle, Tensorflow
2017-05-12

TENSORFLOW 練習4: word2vec

把字詞轉成word embedding 要在字詞中找到他們之間的某種關聯，而不是分散無意義的符號 Continue reading

Python, Tensorflow

DL, Python, Tensorflow
2017-05-08

Tensorflow 練習3: ‘FizzBuzz’

Joel Grus — FizzBuzz in tensorflow 從網路上看到的幽默問題算是 Continue reading

Python, Tensorflow
2017-05-07

Tensorflow 練習2: CNN

利用CNN 來預測數字(MNIST) 輸入圖形是一個28*28 灰階0~9的數字輸出是一個1* Continue reading

Python, Tensorflow

DL, Python, Tensorflow
2017-04-18

PYTHON 機器學習基石 LS-PLA

Perceptron Learning Algorithm (PLA) 根據林軒田教授的機器學習基石課程，實作 Continue reading

Effective Python, Python

DL, Python

About Me

A tech enthusiast passionate about data science, financial markets, blockchain, IC/chip industry, cybersecurity, and artificial intelligence.
On this blog, I share insights and experiments in quantitative trading, Python programming, blockchain applications, semiconductor trends, and cybersecurity practices.
With a systematic and interdisciplinary approach, I document both coding tutorials and real-world case studies in AI, chip technology, and FinTech. My goal is to empower investors, developers, and tech professionals to harness the power of data, AI, and next-generation technologies—unlocking smarter strategies and secure, innovative living.

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