AI4 AI Basic Terms (1) / AI 기본 용어 (1) learning_rate : hyperparameter. (related with Gradient Descent.) tf.keras.optimizers.Adagrad : adaptive learning rate optimizer that adjusts learning rate for each parameter. High variance > a smaller learning_rate Low varience > a larger learning_rate batch_size : the size of data processed at once. Too High : slower, took a lot of memory Too Low : Unstable training epochs : the number of times.. 2024. 4. 10. AI Study : Logic Gates in Linear Perceptron Algorithm(3D graphs) / 선형 퍼셉트론 회로 Let's understand Logic Gates in Linear Perceptron Algorithm by plotting. We can learn how to visualize these gates by 3D graphs. 3D graph를 그려서 선형 퍼셉트론 회로들을 이해해보고자 한다. Linear Perceptron : OR , AND gates OR gate def OR(x1, x2): a1, a2, b=0.3, 0.3, 0.4 delta=0.5 y=a1*x1+a2*x2+b if y< delta: return 0 else: return 1 * Let's explore this logic further with the help of a plot. CODE import numpy as np i.. 2024. 4. 7. AI study : Linear Regression / AI 스터디 : 선형회귀모델 This semester, I participate in an AI study team as a team leader, which requires a deep dive into the course textbook material. My goal as a team leader is to grasp the key concepts in the textbook and explain them clearly to my team. 이번 학기 AI 스터디에서 조장으로 활동하게 되었는데, 그에 따라 교재 내용을 완벽히 파악해야한다는 의무감이 들어 해당 포스팅을 작성한다. I will analyze the steps of the Linear Regression algorithm to learn how it works. 선.. 2024. 4. 5. What Does AI Say About My Career Path? / AI 역량 검사 후기(JOBDA) AI-based interviews have become valuable tools for companies in the hiring process. I recently took an AI-based test to assess my career aptitude and proficiency, and here are the results! Jae-eun Park: The Confident Smart Type Key qualities: Rapid information acquisition and processing High performance in new tasks Strong self-confidence and belief in one's judgment My strengths profile 1. Posi.. 2024. 4. 4. 이전 1 다음
