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
状态：免费试用DeepLearning.AI
您将获得的技能: Python 编程, 数学建模, 机器学习方法, 数据预处理, 降维, 应用数学, NumPy, 数据操作, 机器学习, 线性代数, 代数, 高等数学
状态：免费试用University of California, Irvine
您将获得的技能: 统计分析, 云计算, 模型评估, 数据伦理, 自然语言处理, 异常检测, 社交媒体, 分析, 监督学习, 商业分析, 回归分析, 文本挖掘, 预测分析, 数据战略, 数据科学, 预测建模, 数据挖掘, 决策树学习, 无监督学习, 分析技能
状态：免费您将获得的技能: Applied Machine Learning, Jupyter, Predictive Modeling, Machine Learning, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Data Analysis, Python Programming
状态：新状态：预览John Wiley & Sons
您将获得的技能: Statistics, Probability & Statistics, Data Analysis, Data Literacy, Data Collection, Unsupervised Learning, Text Mining, Business Analytics, Statistical Inference, Probability, Exploratory Data Analysis, Predictive Modeling, Data-Driven Decision-Making, Data Science, Deep Learning, Machine Learning, Machine Learning Methods, Data Visualization, Business Communication, Communication
状态：新您将获得的技能: Data Science, Statistical Inference, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistics, Regression Analysis, Apache Hadoop, Big Data, Machine Learning, Data Manipulation, Data Preprocessing, Data Analysis, Analytics, Random Forest Algorithm, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS
状态：免费试用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
状态：免费试用Google
您将获得的技能: A/B Testing, Sampling (Statistics), Data Analysis, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Probability, Jupyter, Python Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计假设检验, 统计分析, 统计推理, 数学建模, 模型评估, 数据建模, 数据伦理, 概率与统计, 统计建模, 统计方法, R 程序设计, 数据科学, 定量研究, 回归分析, 实验, 预测建模, 研究设计, 机器学习, 数据分析, A/B 测试
状态：免费试用IBM
您将获得的技能: 开放源码技术, Python 编程, 云计算, Git（版本控制系统）, 开发环境, 数据可视化软件, R 程序设计, 数据管理, Data Management, GitHub, 数据科学, 云服务, Jupyter, R（软件）, 机器学习, 统计编程, 其他编程语言
状态：免费试用您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: 交流, 数据管理, Data Management, 技术交流, 项目管理, 数据驱动决策, 探索性数据分析, 工作流程管理, 领导能力, 数据质量, 团队激励, 数据科学, 数据分析, 统计报告, 团队管理, 员工入职, 数据展示, 面试技巧, 数据战略, 分析技能, 组织领导力
状态：预览University of Michigan
您将获得的技能: 数据伦理, 贝叶斯统计, 政策分析, 机器学习算法, 社会科学, 数据分析
总之，以下是 10 最受欢迎的 data science 课程
- 机器学习和数据科学线性代数: DeepLearning.AI
- 数据科学基础: University of California, Irvine
- Data Science Coding Challenge: Loan Default Prediction: Coursera
- Data Science and Machine Learning for Business Professionals: John Wiley & Sons
- Mastering Python for Data Science: Packt
- Data Science for Marketing: University of Colorado System
- The Power of Statistics: Google
- 数据科学应用统计建模: University of Colorado Boulder
- 数据科学工具: IBM
- Data Science Fundamentals, Part 1: Pearson
