Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, AI Product Strategy, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 数据科学, 线性代数, 统计方法, Python 程序设计, 机器学习算法, 无监督学习, 机器学习, 降维, 探索性数据分析, 应用机器学习
攻读学位
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 回归分析, 决策树学习, 分类算法, 数据建模, 监督学习, 预测, 机器学习, 描述性分析, 预测分析, 无监督学习, 模型评估, 统计分析, 预测建模, 逻辑回归, 数据分析
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Apache Spark, 数据库, 实时数据, 分布式计算, Apache Hadoop, 大数据, 数据存储, 可扩展性, Apache Kafka, 深度学习, 云计算, 机器学习, 数据处理, 机器学习算法, 图论, NoSQL, Apache Mahout, 分析
混合 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Data Import/Export, Machine Learning, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

University of Cape Town
您将获得的技能: 统计假设检验, 描述性统计, 回归分析, 数据扫盲, 数据操作, 深度学习, 绘图(图形), 统计编程, 机器学习, 生物统计学, 统计可视化, 统计分析, 定量研究
初级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Model Deployment, Model Evaluation, Supervised Learning, Decision Tree Learning, Applied Machine Learning, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Data Analysis, Business Analysis, Artificial Neural Networks, Classification Algorithms, No-Code Development, Statistical Programming
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Algorithm, AI 个性化服务, 嵌入, 机器学习, 深度学习, 人工神经网络, 强化学习, 数据预处理, 应用机器学习, 无监督学习, Google 云端平台, Machine Learning 方法, 人工智能和机器学习(AI/ML), 功能工程, 机器学习算法
高级设置 · 课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Responsible AI, Predictive Analytics, Machine Learning, Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Data-Driven Decision-Making, Statistical Modeling, Performance Reporting, Supervised Learning, Business Ethics, Decision Tree Learning, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Data Science, Machine Learning Algorithms
初级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: 数据伦理, 信息隐私, 个人身份信息, 负责任的人工智能, 数据完整性, 机器学习, 预测建模, 脆弱性评估, AI 安全, 人工智能, 数据安全, Data Governance
中级 · 课程 · 1-4 周