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。

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

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

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

Microsoft
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 数据架构, 数据仓库, 可扩展性, 数据管道, 云计算, 数据库设计, 系统要求, 性能调整, Amazon Web Services, 亚马逊 Redshift, AWS Kinesis, 需求分析, 数据处理, 安全控制
中级 · 课程 · 1-4 周

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

您将获得的技能: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Database Design, Microsoft Azure, Power BI, Real Time Data, Data Pipelines, Microsoft Copilot, Data Management, Data Architecture, Extract, Transform, Load, Microsoft SQL Servers, Data Modeling, Transact-SQL, SQL, Cloud Infrastructure
中级 · 专业证书 · 3-6 个月

Amazon Web Services
您将获得的技能: Infrastructure as Code (IaC), Cloud Engineering, Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Infrastructure Architecture, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making
中级 · 专项课程 · 3-6 个月

University of Glasgow
您将获得的技能: Responsible AI, Generative AI, Data Ethics, ChatGPT, Data Science, LLM Application, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Statistical Methods
中级 · 课程 · 1-4 周

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

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