数据科学统计学课程可以帮助您学习数据 Visualization、假设检验、Regression Analysis 和概率论。您可以掌握解释数据趋势、进行预测和 A/B Testing 的技能。许多课程会介绍 R、Python 和 SQL 等工具,这些工具支持分析数据集和实施统计模型。通过使用这些工具,您可以有效地将统计方法应用到现实世界的数据挑战中,从而提高您得出有意义见解的能力。

您将获得的技能: Cloud Infrastructure, Identity and Access Management, Kubernetes, Google Cloud Platform, Cloud Management, Prompt Engineering, Cloud Storage, Containerization, Infrastructure As A Service (IaaS), Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Services, Load Balancing, Application Deployment, Infrastructure as Code (IaC), Virtual Machines, Data Storage Technologies, Cloud Computing
中级 · 专业证书 · 3-6 个月

您将获得的技能: Bash (Scripting Language), Python Programming, Unix Shell, Command-Line Interface, Programming Principles, Scripting, Computer Programming, Scripting Languages, Development Environment, Data Structures
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Python Programming, Classification Algorithms
高级设置 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
初级 · 课程 · 1-4 周

University of London
您将获得的技能: 政治科学, 管理, 社会正义, 可持续发展, 案例研究, 宣传, 国际关系, 公共政策, 人类发展, 世界历史, 危机干预, 政策分析, 外交
初级 · 课程 · 1-3 个月

您将获得的技能: Data Validation, Spreadsheet Software, Data Analysis, Analytics, Data Manipulation, Excel Formulas, Data Compilation, Pivot Tables And Charts, SQL, Data Integration, Data Transformation, User Feedback
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Matplotlib, Machine Learning
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Python 程序设计, 探索性数据分析, 数据操作, 统计假设检验, 统计方法, 机器学习, 机器学习算法, 数据分析, Pandas(Python 软件包), 数据预处理, Scikit-learn (机器学习库), 监督学习, 数据结构, NumPy, 分类算法, 功能工程, 回归分析, 数据科学, 预测建模
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Kubernetes, Infrastructure As A Service (IaaS), Containerization, Cloud Deployment, Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Services, Load Balancing, Service Level Agreement
中级 · 专项课程 · 3-6 个月

您将获得的技能: Computer Networking, Network Troubleshooting, Network Administration, TCP/IP, Network Protocols, Network Routing, Dynamic Host Configuration Protocol (DHCP), Virtual Private Networks (VPN), Network Security, Wireless Networks, Network Model, Data Integrity
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, 检索-增强生成, 计算机视觉, 视觉转换器(ViT), Prompt Engineering, PySpark, 迁移学习, 机器学习, 大型语言模型, 生成式人工智能, 生成模型架构, LLM 申请, 监督学习, Apache Spark, PyTorch(机器学习库), 模型评估, Keras(神经网络库), 数据科学, 无监督学习, 矢量数据库
攻读学位
中级 · 专业证书 · 3-6 个月