
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: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
高级设置 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 分类算法, 机器学习算法, 模型评估, Scikit-learn (机器学习库), 机器学习, 数据预处理, Pandas(Python 软件包), 监督学习, 应用机器学习, 回归分析, 时间序列分析和预测, 无监督学习, Jupyter, 功能工程, 文本挖掘, 数据操作, 预测建模
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
中级 · 指导项目 · 不超过 2 小时

University of California, Irvine
您将获得的技能: 分类算法, 决策树学习, 模型评估, 机器学习, 预测, 描述性分析, 数据建模, 预测分析, 无监督学习, 统计分析, 预测建模, 回归分析, 监督学习, 逻辑回归, 数据分析
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Model Evaluation, Information Privacy
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning
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中级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 分类算法, 数据预处理, 决策树学习, 机器学习, 商业智能, 模型评估, Scikit-learn (机器学习库), 商业分析, 应用机器学习, 无监督学习, 预测建模, 回归分析, 监督学习
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中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Docs, Gmail, Google Sheets, Google Workspace, Calendar Management, Presentations, Setting Appointments, Data Validation, Excel Formulas, Spreadsheet Software, Data Visualization, Excel Macros, Collaborative Software, Email Automation, Email Security, Meeting Facilitation, Scheduling, Version Control, Productivity Software, Data Sharing
初级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时
Duke University
您将获得的技能: Responsible AI, Data Ethics, Large Language Modeling, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, AI Product Strategy, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), 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

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周