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。

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)
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Data Preprocessing, Predictive Analytics, Data Manipulation, Data Visualization
中级 · 课程 · 1-4 周

PwC
您将获得的技能: 数据收集, 数据可视化软件, Microsoft Excel, 统计编程, 大数据, 数据驱动决策, 数据可视化, 商业智能, 数据分析, 数据展示, 商业分析, 分析, 案例研究
初级 · 课程 · 1-4 周
University of Illinois at Urbana-Champaign
获得学位
学位 · 1-4 年

IBM
您将获得的技能: 集成开发环境, 网络抓取, 数据结构, 编程原则, 数据分析, Jupyter, 数据科学, 数据操作, 数据导入/导出, 探索性数据分析, R 程序设计
初级 · 课程 · 1-3 个月

您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
初级 · 课程 · 1-3 个月

Princeton University
您将获得的技能: Java, 面向对象编程(OOP), 性能调整, 数据结构, 计算机编程, 算法, 调试, 计划发展, 编程原则, 文件输入/输出, 计算思维, 动画, Java 编程, 计算机科学, Algorithm
初级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Python 编程, 数据收集, 模型评估, 数据科学, 数据整理, 数据分析, 数据验证, 预测建模, 数据整合, 统计资料, 功能工程, 应用机器学习, 统计建模, 预测分析, 研究, 数据预处理, Data Validation, R 程序设计, Model Evaluation
混合 · 课程 · 1-3 个月

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
中级 · 专项课程 · 3-6 个月

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
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Apache Hadoop, Cloud Computing, Apache Spark, Web Services, Cloud Services, Cloud Computing Architecture, Cloud Infrastructure, PySpark, Cloud Applications, Cloud Platforms, Data Pipelines, Google Cloud Platform, Distributed Computing, Data Processing, Cloud Storage, Docker (Software), Virtualization, Containerization, Restful API, Data Architecture
攻读学位
中级 · 专项课程 · 1-3 个月

您将获得的技能: Cost Benefit Analysis, Data-Driven Decision-Making, Health Assessment, Decision Making, Health Technology, Health Care, Pharmaceutical Terminology, Medical Terminology, Model Evaluation, Quality Assessment
中级 · 课程 · 1-4 周