统计学课程可以帮助您学习数据分析、概率论、假设检验和 Regression 分析技术。您可以掌握解释 Data Set、做出明智预测和开展调查的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计分析和可视化结果。您还将探索描述统计、推断统计和实验设计等关键主题,掌握应对现实世界数据挑战的知识。

IBM
您将获得的技能: 数据可视化, 生成式人工智能, 数据扫盲, 查询语言, 仪表板创建, 数据整理, 无监督学习, 交互式数据可视化, 数据清理, Jupyter, Python 编程, Plotly, 仪表板, 网络抓取, 探索性数据分析, 数据展示, 专业网络, 数据可视化软件, 数据故事, 绘图(图形)
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初级 · 专业证书 · 3-6 个月

您将获得的技能: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Interactive Data Visualization, Data Validation, Ggplot2, Google Sheets, Sampling (Statistics), Spreadsheet Software, Data Analysis, Stakeholder Communications, LinkedIn, Object Oriented Programming (OOP), File Management, Web Presence, Data Structures, Interviewing Skills
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初级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

The Hong Kong University of Science and Technology
您将获得的技能: 数据可视化, 风险分析, 统计推理, 统计资料, 财务分析, Pandas(Python 软件包), 统计假设检验, 金融市场, 概率与统计, 统计分析, Python 编程, 功能工程, Jupyter, 财务数据, 统计方法, 回归分析, 数据操作, 投资组合风险, 金融交易, 市场数据
中级 · 课程 · 1-4 周

University of Cape Town
您将获得的技能: 数据扫盲, 统计推理, 描述性统计, 统计资料, 医学科学与研究, 定量研究, 统计假设检验, 诊断测试, 科学与研究, 流行病学, 统计分析, 临床试验, 统计方法, 概率与统计, 科学方法, 生物统计学, 概率, 临床研究
初级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Descriptive Statistics, Data Literacy, Graphing, Statistical Visualization, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Science and Research, Psychology, Bayesian Statistics, Research Design
初级 · 课程 · 1-3 个月

IIMA - IIM Ahmedabad
您将获得的技能: 数据分析, 数据可视化, 数据扫盲, 数据收集, 描述性统计, 统计建模, 统计推理, 统计资料, 数据科学, 抽样(统计), 统计分析, 样本量的确定, 统计假设检验, 概率分布, 概率与统计, 估算, 统计方法, 数据展示, 统计可视化, 概率
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
初级 · 指导项目 · 不超过 2 小时

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Probability, Mathematical Modeling, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

American Psychological Association
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Statistical Reporting, Statistical Analysis, Quantitative Research, Statistical Software, Correlation Analysis, Sampling (Statistics), Statistical Inference, Statistics, Data Analysis, Analysis, Descriptive Statistics, Probability, Scientific Methods, Regression Analysis, Psychology
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Histogram, Generative AI, Model Evaluation, Data Literacy, AI literacy, Data Presentation, Data Collection, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Statistics, Data Analysis, Statistical Reporting, Data Ethics, Experimentation, Science and Research, Data Science, Research Design, Model Training, Artificial Intelligence
初级 · 专项课程 · 1-3 个月

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