National Taiwan University
您将获得的技能: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 决策树学习, 分类算法, Scikit-learn (机器学习库), 随机森林算法, 监督学习, 模型评估, 机器学习, 回归分析, 预测建模, 功能工程, 应用机器学习, 人工神经网络, 无监督学习
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 描述性统计, 应用数学, 统计分析, 概率与统计, 概率分布, 微积分, 数据预处理, 统计推理, Machine Learning 方法, A/B 测试, NumPy, 统计假设检验, 概率, 线性代数, 降维, 机器学习算法, 贝叶斯统计, 抽样(统计), 机器学习, 数值分析
中级 · 专项课程 · 1-3 个月

Peking University
您将获得的技能: Oral Comprehension, Grammar, Literacy, Vocabulary, Language Competency, Language Learning
高级设置 · 课程 · 3-6 个月

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Responsible AI, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Data Preprocessing, Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Migration, Apache Airflow, Model Evaluation, Data Lakes, Scikit Learn (Machine Learning Library), Cloud Computing
中级 · 专业证书 · 3-6 个月

Nanjing University
您将获得的技能: Physics, General Science and Research, Simulations, Scientific Methods, Mathematical Modeling, Verification And Validation
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计分析, 概率与统计, 统计推理, Plotly, 数据展示, 交互式数据可视化, 回归分析, 闪亮(R 套件), 模型评估, 统计假设检验, GitHub, 预测建模, 机器学习, 机器学习算法, R 语言程序设计(中文版), 统计建模, 探索性数据分析, 数据可视化, Rmarkdown, 统计机器学习
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 生成式人工智能, 人工智能和机器学习(AI/ML), 原型设计, 机器学习, 深度学习, ChatGPT
初级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Data-Driven Decision-Making, Data Analysis, Analytical Skills, Business Analytics, Data Storytelling, Data Science, Communication, Stakeholder Communications, Workflow Management, Project Management, Machine Learning
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Kubernetes, Firewall, Google Cloud Platform, Cloud Security, Network Security, Containerization
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 卷积神经网络, 数据科学, 决策树学习, Algorithm, 人工智能和机器学习(AI/ML), 监督学习, 计算机视觉, 随机森林算法, 模型评估, 无监督学习, 回归分析, 逻辑回归, 预测分析, 机器学习, 深度学习, 自然语言处理, 分类与回归树 (CART)
中级 · 课程 · 1-3 个月