应用数据科学课程
应用数据科学课程可以帮助您学习数据分析、统计建模、机器学习和数据可视化技术。您可以掌握数据 Cleaning、探索性数据分析和预测性解析方面的技能，从而从复杂的数据集中获得洞察力。许多课程都会介绍 Python、R 和 SQL 等工具，以及 Pandas 和 Scikit-learn 等库，支持在实际应用中实施数据驱动的解决方案和自动化流程。
热门应用 Data Science 课程和认证
状态：免费试用您将获得的技能: 数据操作, 集成开发环境, 网络抓取, 探索性数据分析, 数据结构, Jupyter, 编程原则, R 程序设计, 数据导入/导出, 数据科学, 数据分析
状态：新状态：免费试用您将获得的技能: Model Evaluation, Data Analysis, Classification Algorithms, Data Collection, Data Cleansing, Image Analysis, Model Deployment, Regression Analysis, No-Code Development, Machine Learning Software, Data Analysis Software, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Methods, Data Science, Exploratory Data Analysis, Machine Learning Algorithms, Artificial Intelligence, Data Processing, Natural Language Processing
状态：免费试用Johns Hopkins University
您将获得的技能: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, Data Science, Statistical Methods, Anomaly Detection, Probability Distribution, Machine Learning Methods, Estimation, Statistical Analysis, Sampling (Statistics)
University of Illinois at Urbana-Champaign
状态：免费试用University of Washington
您将获得的技能: 数据验证, 数据预处理, 研究, 预测分析, Model Evaluation, Data Validation, R 程序设计, 统计建模, 数据科学, 统计资料, 数据收集, 功能工程, 数据整合, 模型评估, 应用机器学习, 数据整理, 预测建模, 数据分析, Python 编程
状态：免费Princeton University
您将获得的技能: 计算机编程, Java 编程, 文件输入/输出, 计算思维, 性能调整, 算法, 计算机科学, 数据结构, 面向对象编程（OOP）, 编程原则, Java, Algorithm, 调试, 计划发展, 动画
状态：免费试用PwC
您将获得的技能: 数据可视化, 数据可视化软件, 分析, 商业智能, 数据驱动决策, 数据收集, 大数据, 统计编程, Microsoft Excel, 案例研究, 商业分析, 数据分析, 数据展示
状态：预览University of California, Santa Cruz
您将获得的技能: Scientific Visualization, Data Literacy, Data Visualization Software, Animations, Data Presentation, Video Editing, Data Storytelling, Adobe After Effects, Graphics Software, Visualization (Computer Graphics), Storyboarding, Adobe Premiere, Peer Review, Motion Graphics, Autodesk Maya, Post-Production, Computer Graphic Techniques, Technical Communication, Style Guides, Professional Development
状态：新状态：免费试用您将获得的技能: Data Storytelling, Data Visualization, Statistical Hypothesis Testing, Data Visualization Software, Interactive Data Visualization, Data Presentation, Health Informatics, Data Analysis, Healthcare Ethics, Technical Communication, Supervised Learning, Looker (Software), Statistical Analysis, Statistics, Predictive Analytics, Health Care, Healthcare Industry Knowledge, Data Literacy, Health Technology, Regression Analysis
状态：新状态：免费试用Logical Operations
您将获得的技能: Seaborn, NumPy, Matplotlib, Data Transformation, Data Manipulation, Data Visualization Software, Pandas (Python Package), Plot (Graphics), Data Visualization, Jupyter, Scatter Plots, Data Science, Data Processing, Data Analysis, Box Plots, Python Programming, Graphing, Computer Programming, Computer Programming Tools, Software Development
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：免费试用University of Michigan
您将获得的技能: 数据操作, 监督学习, 文本挖掘, 数据预处理, 无监督学习, Pandas（Python 软件包）, 功能工程, 自然语言处理, Scikit Learn（机器学习库）, 分类算法, Python 编程
总之，以下是 10 最受欢迎的 applied data science 课程
- 数据科学 R 语言编程入门: IBM
- No-Code Data Science and Machine Learning: Edureka
- Data Science Decisions in Time: Using Data Effectively: Johns Hopkins University
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
- 规模数据科学--顶点项目: University of Washington
- 计算机科学有目的的编程: Princeton University
- 数据驱动决策: PwC
- Data-Driven Animation for Science Communication: University of California, Santa Cruz
- Introduction to Healthcare Data Analytics: SkillUp
- Using Data Science Tools in Python: Logical Operations
