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
University of Michigan
您将获得的技能: 统计分析, Python 编程, 描述性统计, 抽样（统计）, 概率与统计, 数据可视化软件, 数据分析, 数据可视化, 数据收集, Jupyter, 统计资料, NumPy, 柱状图, 绘图（图形）, 箱形图, 统计推理, Matplotlib, Seaborn, 数据扫盲, 探索性数据分析
University of Michigan
您将获得的技能: Pandas（Python 软件包）, Python 编程, 数据分析, 分析, 社交网络分析, 算法, 图论, 无监督学习, 数据导入/导出, 预测分析, Matplotlib, 网络分析, Algorithm
Rice University
您将获得的技能: Python 编程, 数据清理, 数据存储, 脚本, 数据可视化, 数据结构, 软件包和软件管理, 数据可视化软件, 计算机编程, 文件输入/输出, 计划发展, 编程原则, 数据分析, 数据整合, 脚本语言, 数据操作, 数据导入/导出, 绘图（图形）, 开发环境, 数据处理
Universidade de São Paulo
您将获得的技能: Debugging, Computational Thinking, Data Structures, Computer Programming, Program Development, Integrated Development Environments, Computer Science, Python Programming, Algorithms
Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
The Hong Kong University of Science and Technology
您将获得的技能: 概率与统计, Python 编程, 统计分析, 金融交易, Pandas（Python 软件包）, 财务数据, 模型评估, 数据可视化, 财务建模, 风险分析, 财务分析, Jupyter, 统计推理, 数据操作, 数据导入/导出, 回归分析, Model Evaluation
University of California San Diego
您将获得的技能: Python 编程, 大数据, 数据存储, 数据分析, 分布式计算, 数据基础设施, Apache Hadoop, PySpark, 数据科学, 性能调整, 可扩展性, Apache Spark, 数据处理
Howard University
您将获得的技能: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation
Duke University
您将获得的技能: Python Programming, Simulations, Debugging, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Software Development
您将获得的技能: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, Embeddings, Python Programming, Vector Databases, Machine Learning, Data Science
University of Toronto
您将获得的技能: 集成开发环境, Python 编程, 软件文档, 算法, 数据结构, 计划发展, 计算机编程, 编程原则, 文件输入/输出, 调试, 开发环境, Algorithm
您将获得的技能: Data-Driven Decision-Making, Data Visualization, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Data Preprocessing, Exploratory Data Analysis, Matplotlib, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
总之，以下是 10 最受欢迎的 data science 课程
- 使用 Python 理解和可视化数据: University of Michigan
- Python 中的应用社交网络分析: University of Michigan
- Python 脚本入门: Rice University
- Introdução à Ciência da Computação com Python Parte 1: Universidade de São Paulo
- Data Visualization and Modeling in Python: Duke University
- 用于财务分析的 Python 和统计: The Hong Kong University of Science and Technology
- Hadoop 平台和应用框架: University of California San Diego
- Capstone: Data Science Problem in Linear Algebra Framework: Howard University
- Designing Larger Python Programs for Data Science: Duke University
- Building LLM Powered Applications: Packt
