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 Michigan
您将获得的技能: 制图, 交互式数据可视化, 柱状图, Pandas（Python 软件包）, NumPy, 数据可视化, 数据展示, Python 编程, 科学可视化, 可视化（计算机制图）, 散点图, 统计可视化, 数据操作, Matplotlib, 数据可视化软件
状态：新状态：免费试用您将获得的技能: Excel Macros, Data Validation, Scatter Plots, Pivot Tables And Charts, Microsoft Excel, Data Visualization, Regression Analysis, Excel Formulas, Histogram, Data Analysis, Data Integrity, Descriptive Statistics, Data Visualization Software, Spreadsheet Software, Analytics, Statistical Analysis, Data Analysis Expressions (DAX), Statistical Methods, Descriptive Analytics, Automation
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
状态：新状态：免费试用
状态：免费试用University of California, Irvine
您将获得的技能: 数据科学, 大数据, 分析, 数据分析, 商业智能, 小数据, 数据处理, 数据伦理, 数据扫盲, 预测分析, 数据战略, 商业分析, 数据挖掘, 分析技能, 描述性分析
状态：免费试用Duke University
您将获得的技能: Data-Driven Decision-Making, Data Strategy, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Business Transformation, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Artificial Intelligence
状态：免费试用您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
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, 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：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MathWorks
您将获得的技能: Model Evaluation, 数据科学, 数据分析, 数据处理, 数据预处理, 机器学习, 模型评估, Matlab, 数据清理, 数据建模, 探索性数据分析, 应用机器学习, 数据故事, 数据展示, 功能工程, 数据导入/导出, 数据操作, 技术交流
状态：免费试用University of Colorado System
您将获得的技能: 数据科学, 数据分析, 数据质量, 时间序列分析和预测, 数据建模, 数据清理, 统计报告, 临床数据管理, 健康信息学, 临床研究, 分析技能
总之，以下是 10 最受欢迎的 applied data science 课程
- 用 Python 进行应用绘图、制图和数据表示: University of Michigan
- Advanced Excel Analytics, Automation & Data Analysis: EDUCBA
- Data Analytics Engineering: Probability & Techniques: Northeastern University
- Data Processing, Exploratory Analysis and Visualization: Microsoft
- 分析思维、数据科学和数据挖掘入门: University of California, Irvine
- Data Science for Agile Decision-Making: Duke University
- Statistics for Data Science with Python: EDUCBA
- Data Science for Professionals: Coursera
- Advanced Data Applications and Integration: Microsoft
- Applied Data Analytics with Python and SQL: Edureka
