Python 数据科学课程
Python 数据科学课程可以帮助您学习数据操作、统计分析、机器学习和数据 Visualization。您可以培养使用 Python 编程、使用 Pandas 和 NumPy 等库以及应用算法解决实际问题的技能。许多课程都会介绍一些工具，如用于交互式编码的 Jupyter Notebook、用于创建可视化的 Matplotlib 和用于实现机器学习模型的 Scikit-learn 等，所有这些工具都能提高您分析和解释复杂数据集的能力。
热门 Python 数据科学课程和认证
状态：免费试用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, R (Software), Data Mining, Statistical Programming, Predictive Modeling
状态：免费试用Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
状态：免费试用您将获得的技能: Extract, Transform, Load, Data Architecture, Enterprise Architecture, Data Migration, Data Modeling, Data Warehousing, Data Management, Data Processing, Data Storage, DevOps, Data Governance, Data Integration, Application Frameworks, Data Transformation, Emerging Technologies
您将获得的技能: Data Structures, Plot (Graphics), Data-oriented programming, Programming Principles, Python Programming, Data Storage
状态：预览Politecnico di Milano
您将获得的技能: Health Policy, Economics, Policy, and Social Studies, Crisis Management, Environmental Monitoring, Policty Analysis, Research, and Development, Emergency Response, Spatial Data Analysis, Socioeconomics, Geographic Information Systems, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Modeling, Finance, Network Analysis, Data Collection, Stakeholder Engagement
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 数据叙事, 空间数据分析, 数据可视化软件, 科学可视化, 数据扫盲, 摄影, 三维建模, 数据可视化, 可视化（计算机制图）, 叙事
状态：免费试用University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
状态：预览Vanderbilt University
您将获得的技能: 数据管理, Data Management, 监管合规, 健康信息学, 临床数据管理, Data Validation, 病例报告表, 抽样（统计）, 数据完整性, 数据战略, 电子数据采集 (EDC), 数据收集, 数据共享, 良好临床实践（GCP）, 数据质量
状态：预览您将获得的技能: Cost Benefit Analysis, Data-Driven Decision-Making, Health Assessment, Decision Making, Health Technology, Health Care, Pharmaceutical Terminology, Medical Terminology, Model Evaluation, Quality Assessment
状态：免费试用IBM
您将获得的技能: 概率与统计, 数据操作, 机器学习, 数据访问, 统计分析, 统计方法, 异常检测, 数据清理, 数据导入/导出, 数据分析, Jupyter, 数据预处理, 探索性数据分析, Pandas（Python 软件包）, 数据质量, 数据转换, 功能工程, 统计假设检验, 统计推理
状态：免费试用University of California, Irvine
您将获得的技能: 小数据, 数据扫盲, 商业分析, 预测分析, 商业智能, 分析技能, 数据分析, 描述性分析, 数据挖掘, 数据处理, 数据战略, 数据伦理, 分析, 数据科学, 大数据
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 数据结构, 数据操作, 描述性统计, 统计分析, Matplotlib, 关系数据库, SQL, 会计, Jupyter, Seaborn, 数据分析软件, Pandas（Python 软件包）, 回归分析, 数据库管理, 数据预处理, NumPy, 数据可视化, 分析
总之，以下是 10 最受欢迎的 python data science 课程
- Advanced Statistical Techniques for Data Science: Illinois Tech
- Data Science & Machine Learning Fundamentals: Corporate Finance Institute
- Enterprise Data Architecture and Operations: SkillUp
- Python for Beginners: Data Structures: Coursera
- Data science perspectives on pandemic management: Politecnico di Milano
- 三维数据可视化促进科学传播: University of Illinois Urbana-Champaign
- How Science Turns Data Into Knowledge: University of Michigan
- 临床研究数据管理: Vanderbilt University
- Data Science in Health Technology Assessment: Genentech
- 机器学习的探索性数据分析: IBM
