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University of Colorado Boulder
您将获得的技能: 数据分析, 数据展示, 数据科学, 数据驱动决策, 探索性数据分析, 数据可视化, 数据故事, 应用数学, 计算机科学, 统计资料, 数据伦理, 技术交流, 统计报告
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 业务分析, 应用机器学习, 机器学习, 案例研究, 无监督学习, 机器学习算法, 数据质量, 数据收集, 人工智能, 产品生命周期管理, 数据伦理, 数据预处理, 业务要求, 监督学习
状态：免费试用您将获得的技能: Rmarkdown, Web Scraping, Geospatial Information and Technology, Microsoft Azure, Cloud Storage, Interactive Data Visualization, R Programming, Data Collection, Cloud Services, Data Manipulation, Data Science, Data Visualization Software, Data Integration, Data Analysis, Data Ethics, Application Programming Interface (API)
状态：新状态：免费试用您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Minitab, Data Analysis, Statistical Analysis, Probability & Statistics, Microsoft Excel, Correlation Analysis, Quantitative Research, Exploratory Data Analysis
状态：免费试用您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Cleansing, Data Structures
状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
状态：预览Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Statistics, Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
状态：免费试用您将获得的技能: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, R Programming, Python Programming
状态：免费试用您将获得的技能: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning
状态：免费试用CertNexus
您将获得的技能: 数据科学, 数据驱动决策, 交流, MLOps（机器学习运营）, 机器学习, 数据展示, 利益相关者的参与, 自动化, 项目关闭, 数据可视化, 数据故事, 利益攸关方沟通, 网络应用, 模型部署
状态：免费试用Duke University
您将获得的技能: MySQL, 数据导入/导出, 可扩展性, 阿帕奇气流, 性能分析, 数据库管理, 矢量数据库, 解决复杂问题, 数据库管理系统, 数据管道, 数据架构, 数据转换, 图论, 工作流程管理, 实时数据
状态：预览Northeastern University
您将获得的技能: Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Statistical Analysis, Data Preprocessing, Data Structures, Data Cleansing, Python Programming
总之，以下是 10 最受欢迎的 applied data science 课程
- 数据科学作为一个领域: University of Colorado Boulder
- 应用机器学习入门: Alberta Machine Intelligence Institute
- Advanced Data Applications and Integration: Microsoft
- Apply Data Analytics with Minitab for Business Decisions: EDUCBA
- Applied Data Analytics with Python and SQL: Edureka
- Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
- Data Science for Professionals: Coursera
- Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
- Data Science Fundamentals Part 2: Unit 3: Pearson
- 完成数据科学项目: CertNexus
