统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

您将获得的技能: Plotly, Model Evaluation, NumPy, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Probability & Statistics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Performance Tuning
中级 · 专项课程 · 3-6 个月

EDUCBA
您将获得的技能: Internet Of Things, Advanced Analytics, Big Data, Data Management, Wireless Networks, Predictive Analytics, Applied Machine Learning, Environmental Monitoring, Geospatial Information and Technology, Sustainable Technologies, Machine Controls, Real Time Data, Automation, Data Analysis, Data Collection
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: PyTorch (Machine Learning Library), Model Deployment, Convolutional Neural Networks, Transfer Learning, Generative AI, Deep Learning, Image Analysis, MLOps (Machine Learning Operations), Data Pipelines, Embeddings, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Software Visualization, Computer Vision, Natural Language Processing, Machine Learning
中级 · 专业证书 · 1-3 个月

Coursera
您将获得的技能: Web Scraping, Relational Databases, Statistical Software, Data Import/Export, R Programming, MySQL, Data Capture, Microsoft Excel
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: 软件测试, MLOps(机器学习 Operator), 调试, 数据导入/导出, 脚本, 数值分析, 命令行界面, 数据操作, 应用编程接口 (API), 模型部署, Pandas(Python 软件包), 测试自动化, 数据结构, Python 程序设计, NumPy, 机器学习, 面向对象编程(OOP)
中级 · 课程 · 1-3 个月

您将获得的技能: Dashboard, Power BI, Data Presentation, Data Visualization Software, Data Storytelling, Data Visualization, Interactive Data Visualization, Advanced Analytics, Data Analysis, Business Intelligence, Statistical Reporting
初级 · 课程 · 1-3 个月
您将获得的技能: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Statistics, Research Design, Statistical Analysis, Probability & Statistics, Microsoft Excel, Research, R Programming, Data Presentation, Surveys, Data Collection, Research Reports, Data Ethics
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: SQL, 描述性统计, 关系数据库, 数据建模, 数据可视化软件, 数据库管理系统, 数据仓库, 决策支持系统, 商业智能, 数据库设计, SAS(软件), 雪花模式, 交互式数据可视化, 数据库管理, 星形模式, 业务报告, 数据挖掘, 仪表板, 数据可视化, 摘录
初级 · 专项课程 · 1-3 个月

University of Michigan
您将获得的技能: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Precision Medicine, Generative AI, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Transfer Learning, Biomedical Engineering, Control Systems, Energy and Utilities, Technical Design, Robotics, Deep Learning, Computer Vision, Medical Imaging, Reinforcement Learning, Electric Power Systems, Bioinformatics
中级 · 专项课程 · 1-3 个月

Ball State University
您将获得的技能: Data Analysis, Programming Principles, Statistical Analysis, Computer Programming, Python Programming, Object Oriented Programming (OOP), Natural Language Processing, Scripting, NumPy, Algorithms, Debugging, Data Structures
攻读学位
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据导入/导出, 医学影像, 数据操作, 科学可视化, R 语言程序设计(中文版), 磁共振成像, 数据预处理, 神经学, 数据处理, 图像分析, 数据转换
中级 · 课程 · 1-4 周