Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
University of California, Irvine
您将获得的技能: 社交媒体, 数据科学, 自然语言处理, 模型评估, 监督学习, 异常检测, 分析, 预测分析, 统计分析, 云计算, 无监督学习, 数据伦理, 预测建模, 数据战略, 回归分析, 商业分析, 文本挖掘, 数据挖掘, 分析技能, 决策树学习
University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
DeepLearning.AI
您将获得的技能: 降维, 机器学习方法, 应用数学, 数据操作, 线性代数, Python 编程, 机器学习, 数据预处理, 数学建模, 高等数学, 代数, NumPy
Johns Hopkins University
您将获得的技能: 领导能力, 交流, 项目管理, 数据科学, 数据驱动决策, 数据展示, 技术交流, 组织领导力, 探索性数据分析, 数据质量, 团队激励, 数据管理, 数据分析, 团队管理, 分析技能, 统计报告, 工作流程管理, 数据战略, 员工入职, 面试技巧
Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Data Visualization Software, Predictive Analytics, Debugging, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Data Analysis
Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, Statistical Methods, R (Software), Data Mining, Statistical Programming
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
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Import/Export
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
IBM
您将获得的技能: 数据科学, 交互式数据可视化, GitHub, 探索性数据分析, 数据驱动决策, 分类与回归树 (CART), 预测建模, 数据整理, 数据收集, 数据分析, 统计报告, 数据可视化软件, Plotly, Pandas（Python 软件包）, 应用机器学习, 模型评估
Clemson University
您将获得的技能: Dimensionality Reduction, Model Evaluation, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Data Preprocessing, Statistical Methods, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Machine Learning
总之，以下是 10 最受欢迎的 data science 课程
- Practical Data Science for Data Analysts: Corporate Finance Institute
- 数据科学基础: University of California, Irvine
- Data Science for Marketing: University of Colorado System
- 机器学习和数据科学线性代数: DeepLearning.AI
- 执行数据科学: Johns Hopkins University
- Programming for Python Data Science: Principles to Practice: Duke University
- Advanced Statistical Techniques for Data Science: Illinois Tech
- Data Science Essentials: Analysis, Statistics, and ML: Packt
- Data Science for Health Research: University of Michigan
- Programming for Data Science: University of Leeds
