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。

Coursera
您将获得的技能: Data Visualization, Data Literacy, Data Presentation, Google Sheets, Data Compilation, Data Visualization Software, Graphing, Spreadsheet Software
初级 · 指导项目 · 不超过 2 小时
University of California, Santa Cruz
您将获得的技能: 编程原则, 伪代码
初级 · 课程 · 1-3 个月

The University of Chicago
您将获得的技能: 减缓气候变化, 环境, 热管理, 适应气候变化, 物理学, 模拟, 能源与公用事业, 数学建模, 物理科学, 环境科学, 化学, 可持续发展
混合 · 课程 · 1-3 个月

IBM
您将获得的技能: Apache Hadoop, 云基础设施, 生成式人工智能, 统计分析, 负责任的人工智能, 数据科学, 企业战略, 云计算架构, 云安全, 数字化转型, 产品生命周期管理, 云部署, 大数据, 数据分析, 竞争分析, 云计算, 统计可视化, 业务转型, 云服务, 云平台
初级 · 专项课程 · 3-6 个月

Nanyang Technological University, Singapore
您将获得的技能: Criminal Investigation and Forensics, Scientific Methods, Chemistry, Blood Collection, Investigation, Case Studies, Biochemistry, Analytical Chemistry, Pharmacology, Laboratory Testing, Pathology, Molecular Biology, Deductive Reasoning, Estimation
混合 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Sales Strategy, Sales Presentation, Sales Enablement, Sales Training, Sales Pipelines, Sales Management, Lead Generation, Sales Prospecting, LinkedIn, B2B Sales, Prospecting and Qualification, Responsible AI, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Marketing Collateral
中级 · 专项课程 · 1-3 个月
Duke University
您将获得的技能: SQL, Linux 命令, Python 程序设计, 微服务, 云工程, JSON, Linux, Linux 管理, 数据操作, 数据科学, Git(版本控制系统), 大数据, 外壳脚本, MySQL, 网页抓取, Pandas(Python 软件包), 版本控制, Jupyter, AWS SageMaker, Bash(脚本语言)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Exploratory Data Analysis, Prompt Patterns, LangChain, Large Language Modeling, Retrieval-Augmented Generation, Model Evaluation, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Data Transformation, Supervised Learning, Responsible AI, Vector Databases, Data Import/Export
初级 · 专业证书 · 3-6 个月

Arizona State University
您将获得的技能: Materials science, Failure Analysis, Semiconductors, Manufacturing Processes, Structural Analysis, Mechanical Engineering, Chemical Engineering, Chemistry, Thermal Management, Engineering, Laboratory Testing, Physical Science, Physics, Engineering Analysis, Reliability, Engineering Calculations
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 模型评估, 统计分析, 贝叶斯统计, 统计编程, 预测建模, 统计方法, Python 程序设计, 统计机器学习, 回归分析, 逻辑回归, 数据可视化软件, 统计建模, Jupyter, 统计推理, 统计软件
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Large Language Modeling, Prompt Engineering, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, AI Enablement, Application Development, Scripting, Programming Principles, Automation, Application Programming Interface (API), Debugging, Data Structures
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Governance, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Analysis, Data Management, Model Evaluation, Data Preprocessing, Data Access, Statistical Analysis, Sampling (Statistics), Verification And Validation, Design Strategies, Threat Detection
初级 · 专项课程 · 1-3 个月