您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference

您将获得的技能: 创新, 学习理论, 教学法, 学习策略, 解决问题, 创造力, 教学设计, 规划, 教育材料, 数字教学法

您将获得的技能: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra

您将获得的技能: 机器学习, 模型评估, 监督学习, 抽样（统计）, 强化学习, 模拟, 马尔可夫模型, 深度学习, 机器学习算法, Algorithm, 人工神经网络, 功能工程, 性能测试, 概率分布, 伪代码, 人工智能和机器学习（AI/ML）, 线性代数, 性能调整

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning

您将获得的技能: 机器学习, 预测建模, 模型评估, 决策树学习, Scikit-learn （机器学习库）, 监督学习, 强化学习, 随机森林算法, 人工智能, NumPy, 迁移学习, Jupyter, 分类算法, 应用机器学习, 无监督学习, 数据预处理, 深度学习, 数据伦理, 张力流, 功能工程