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：免费试用您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
状态：免费试用University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
状态：免费试用University of Michigan
您将获得的技能: 应用编程接口 (API), 网络抓取, 面向对象编程（OOP）, 数据库, 数据建模, 关系数据库, 地理信息系统, 数据处理, 查询语言, Python 编程, 数据可视化软件, 数据库设计
状态：免费试用University of California San Diego
您将获得的技能: 网络抓取, 数据可视化, 数据分析, JSON, Pandas（Python 软件包）, 数据操作, 数据导入/导出, 数据清理, 数据预处理, NumPy, Python 编程, 数据可视化软件, 数据处理, Jupyter, Matplotlib
状态：预览University of London
您将获得的技能: 机器学习算法, 数据可视化, 数据科学, 数据分析, 统计资料, 无监督学习, Pandas（Python 软件包）, 数据操作, 描述性统计, Python 编程, 机器学习, NumPy, 概率与统计, Matplotlib
状态：免费试用DeepLearning.AI
您将获得的技能: 回归分析, 逻辑回归, 人工智能, 分类算法, Model Evaluation, 无监督学习, 功能工程, 数据预处理, NumPy, 模型评估, 机器学习, Python 编程, 监督学习, Jupyter, Scikit Learn（机器学习库）, 预测建模
状态：新状态：免费试用Logical Operations
您将获得的技能: Jupyter, Software Installation, System Configuration, Package and Software Management, Virtual Machines, Data Science, Pandas (Python Package), Data Processing, NumPy, Computer Programming Tools, Virtualization and Virtual Machines, Matplotlib, Data Analysis, Python Programming, Seaborn, Software Development, Computer Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据可视化, 数据科学, 绘图（图形）, 数据操作, 数据可视化软件, 柱状图, Pandas（Python 软件包）, NumPy, Python 编程, 软件包和软件管理, 数据导入/导出, Seaborn, Matplotlib
状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Data Storytelling, Analytics, Excel Formulas, Predictive Modeling, Anomaly Detection, Python Programming, Machine Learning
您将获得的技能: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
状态：免费试用您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
您将获得的技能: Model Deployment, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Machine Learning, Predictive Modeling, Feature Engineering, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis
总之，以下是 10 最受欢迎的 data science 课程
- Foundations of ML & Python for Data Science: Packt
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- 用 Python 使用数据库: University of Michigan
- 基本数据处理和可视化: University of California San Diego
- 数据科学基础：Python 中的 K 均值聚类: University of London
- 监督式机器学习：回归与分类: DeepLearning.AI
- Python Data Science: Environment Setup: Logical Operations
- 数据科学 Python 软件包: University of Colorado Boulder
- Power BI for Data Science and Analytics: Edureka
- Matrix Calculus for Data Science & Machine Learning: Packt
