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。

Coursera
您将获得的技能: Code Review, Debugging, Scripting, Python Programming, Programming Principles, Software Development
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, A/B Testing, Target Audience, Marketing Strategies, Statistical Inference, Sampling (Statistics), Data Collection, Data Modeling, Statistics, Advertising Campaigns, Campaign Management, Data Presentation, Marketing, Analytics, Performance marketing, Web Analytics
中级 · 专项课程 · 3-6 个月

您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Analysis Expressions (DAX), Business Intelligence, Data Entry
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

Pontificia Universidad Católica de Chile
您将获得的技能: File I/O, Python Programming, Data Structures, Programming Principles, Computer Programming, Program Development, Algorithms
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Object Oriented Programming (OOP), Object Oriented Design, Software Documentation, Maintainability, Programming Principles, Software Design, Python Programming
中级 · 课程 · 1-3 个月

Meta
您将获得的技能: 营销分析, 社交媒体营销, 专业网络, 注册, 面试技巧, 统计分析, 数据分析, 数字化营销
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Environmental Monitoring, Global Positioning Systems, Environment, Physical Science, Climate Change Programs, Geographic Information Systems, Research, Scientific Methods, Science and Research, Analysis, Emerging Technologies
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 数据导入/导出, 调试, Python 程序设计, 编程原则, 功能设计, 文件输入/输出, 数据结构
初级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
混合 · 课程 · 1-4 周

您将获得的技能: Digital pedagogy, Education Software and Technology, Learning Management Systems, digital literacy
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Data Validation, Data Cleansing, Data Processing, Data Manipulation, Text Mining, Data Transformation, Scripting, Python Programming
中级 · 指导项目 · 不超过 2 小时