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。

Coursera
您将获得的技能: 数据伦理, 人工智能赋能, 及时工程, 数据预处理, Prompt Engineering, 生成式人工智能, 数据驱动决策, 预测建模, 负责任的人工智能, 数据综合, 人工智能产品战略
中级 · 课程 · 1-4 周
University of Leeds
您将获得的技能: Data Presentation, Data Storytelling, Technical Communication, Technical Writing, Data Literacy, Communication, Writing, Generative AI, Responsible AI
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Bayesian Network, Linear Algebra, Numerical Analysis, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Mathematical Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Forecasting, Applied Mathematics, Statistical Methods, Predictive Analytics, Predictive Modeling, Engineering Analysis, Control Systems, Probability
中级 · 专项课程 · 3-6 个月

Eindhoven University of Technology
您将获得的技能: 业务流程建模, 工艺优化, 验证和确认, 运行分析, 流程改进, Model Evaluation, 业务流程管理, 性能分析, 数据驱动决策, 数据科学, 模型评估, 实时数据, 业务流程, 数据处理, 数据挖掘, 过程分析
中级 · 课程 · 1-3 个月

IIT Guwahati
您将获得的技能: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Database Design, Model Evaluation, Algorithms, Java Programming, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), Econometrics, Spreadsheet Software, Scatter Plots, R Programming, Artificial Intelligence
获得学位
学位 · 1-4 年

Logical Operations
您将获得的技能: Jupyter, Software Installation, System Configuration, Package and Software Management, Virtual Machines, Data Science, Pandas (Python Package), Data Processing, NumPy, Computer Programming Tools, Virtualization and Virtual Machines, Matplotlib, Data Analysis, Python Programming, Seaborn, Software Development, Computer Programming
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据操作, 数据可视化软件, 数据可视化, NumPy, 柱状图, 计算机编程, 绘图(图形), 软件工程, 脚本语言, 数据科学, 数据结构, 编程原则, 脚本, Matplotlib, Pandas(Python 软件包), 数据导入/导出, Seaborn, Python 编程, 软件包和软件管理
初级 · 专项课程 · 1-3 个月

Board Infinity
您将获得的技能: Blockchain, Cryptography, Secure Coding, Application Security, Encryption, Key Management, Cryptographic Protocols, Legal Technology, Vulnerability Assessments, Data Security, Security Strategy, Program Development, Software Development Tools, Information Privacy, Emerging Technologies, Development Testing, Debugging, Application Deployment, Performance Tuning, Algorithms
中级 · 专项课程 · 1-3 个月

Ball State University
您将获得的技能: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization
攻读学位
中级 · 课程 · 1-3 个月

Edureka
您将获得的技能: Data Governance, Governance, Data Management, Compliance Management, Data Architecture, General Data Protection Regulation (GDPR), Data Strategy, Regulatory Compliance, Data Security, Cloud Security, Metadata Management, Information Management, Regulatory Requirements, Data Integrity, Data Quality, Data Access, Cloud Computing, Risk Management
初级 · 课程 · 1-4 周

您将获得的技能: 数据操作, 仪表板, Tidyverse(R 软件包), 数据可视化, Ggplot2, 探索性数据分析, 交互式数据可视化, 预测分析, 统计建模, 数据科学, 数据清理, 回归分析, 数据收集, R 程序设计, 数据转换, 数据整理, 预测建模, 数据分析, 闪亮(R 套件), 数据展示
中级 · 课程 · 1-3 个月

您将获得的技能: Real Time Data, Data Lakes, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Apache Hadoop, Dashboard, Data Architecture, Data Governance, Apache Kafka, Data Infrastructure, Tensorflow, Data Warehousing
中级 · 专业证书 · 3-6 个月