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Coursera
您将获得的技能: 云计算开发, 数据分析, 数据整合, 数据展示, 探索性数据分析, 数据管道, 技术文档, 模型评估, Amazon Web Services, 自动化, 商业智能, 数据可视化, 功能工程, 项目管理, Model Evaluation, 项目文件, 云基础设施, 技术交流, 仪表板, AWS SageMaker, 解决方案交付
状态：免费试用University of Colorado Boulder
您将获得的技能: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Data Science, Statistics, Data Analysis, Statistical Analysis, Data Analysis Software, Probability, Descriptive Statistics, Quality Improvement, Process Engineering
状态：免费试用您将获得的技能: 概率分布, Pandas（Python 软件包）, 统计编程, Jupyter, 数据分析, 描述性统计, 回归分析, 数据可视化, 数据可视化软件, 数据科学, 统计分析, 概率与统计, 统计假设检验, 统计资料, 相关性分析, Matplotlib
状态：免费试用Illinois Tech
您将获得的技能: Database Design, Relational Databases, NoSQL, Database Management, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Apache Spark, Stored Procedure, Data Modeling, Data Preprocessing
状态：免费试用您将获得的技能: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
状态：免费试用University of Michigan
您将获得的技能: 数据展示, 制图, 散点图, 交互式数据可视化, Pandas（Python 软件包）, 统计可视化, 数据操作, 数据可视化, 科学可视化, 数据可视化软件, 柱状图, NumPy, Python 编程, 可视化（计算机制图）, Matplotlib
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：免费试用University of Pennsylvania
您将获得的技能: SQL, Data Analysis, Seaborn, Exploratory Data Analysis, Analytics, Data Visualization, Data Visualization Software, Matplotlib, Data Storage, Pandas (Python Package), Big Data, Data Science, Data Management, Data Manipulation, Data Cleansing, NumPy
状态：免费试用University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
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University of Colorado System
您将获得的技能: 数据分析, 数据清理, 数据科学, 临床研究, 临床数据管理, 数据质量, 数据建模, 健康信息学, 时间序列分析和预测, 统计报告, 分析技能
总之，以下是 10 最受欢迎的 applied data science 课程
- 构建真实世界的 Data Science 解决方案: Coursera
- Data Science Methods for Quality Improvement: University of Colorado Boulder
- 使用 Python 进行数据科学统计: IBM
- Data Analytics and Big Data: Illinois Tech
- Python for Data Science: Real Projects & Analytics: EDUCBA
- Statistics and Data Analysis with R: University of Colorado Boulder
- 用 Python 进行应用绘图、制图和数据表示: University of Michigan
- 高级数据工程: Duke University
- Intro to Data Analytics, SQL, and EDA Using Python: University of Pennsylvania
- The Data Science Profession – Student View: University of London
