Binary Classification Model for MiniBooNE Particle Identification Using Python Take 5

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The MiniBooNE Particle Identification dataset is a binary classification situation where we are […]

Multi-Class Classification Model for Faulty Steel Plates Using Python Take 3

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Faulty Steel Plates dataset is a multi-class classification situation where we are […]

Multi-Class Classification Deep Learning Model for Faulty Steel Plates Using Keras

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Faulty Steel Plates dataset is a multi-class classification situation where we are […]

Opportunity Cost

In his Akimbo podcast, Seth Godin teaches us how to adopt a posture of possibility, change the culture, and choose to make a difference. Here are my takeaways from the episode. In this podcast, Seth discusses the concept of opportunity cost. Time is an interesting concept. We constantly make decisions about how to spend our […]

大魚理論

(從我一個尊敬的作家,賽斯·高汀) 在所有市場中,市場領導者都佔有種不公平的優勢。那是因為許多不在意的顧客只想選擇領導者,因為感覺上這選擇會是輕鬆,也更安全。 因此,我們的策略應該不是希望成為一條夠大的魚。 而我們的策略應該是選擇一個夠大的池塘。 通過與最小與可行的觀眾來互動,您將獲得那些觀眾的聲譽和信任,這也是轉移到更大群的觀眾一項需要的過程。