Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
您将获得的技能: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Business Solutions, Technical Communication, Process Design, Project Management, Communication, Stakeholder Communications, Machine Learning
您将获得的技能: Data Storytelling, Data Visualization, A/B Testing, Sampling (Statistics), Data Analysis, Exploratory Data Analysis, Regression Analysis, Data Visualization Software, Data Presentation, Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Analytics, Statistical Analysis, Data Science, Tableau Software, Machine Learning, Object Oriented Programming (OOP), Web Presence, Python Programming
Johns Hopkins University
您将获得的技能: 线性代数, 数据建模, 统计方法, 回归分析, 统计分析, R 程序设计, 数据分析, 概率与统计, 统计推理, 数据科学, 数学建模, 概率, 统计资料, 概率分布, 统计建模, 生物统计学, 抽样（统计）, 贝叶斯统计, 统计假设检验, 应用数学
Duke University
您将获得的技能: Data Management, 微软 Azure, 微调, Python 编程, GitHub, 云部署, 机器学习, 负责任的人工智能, 云计算, 大数据, 数据分析, 单元测试, AWS SageMaker, GitHub 飞行员, DevOps, Pandas（Python 软件包）, 拥抱的脸, MLOps（机器学习运营）, 数据管理, NumPy, Microsoft Azure, 模型部署
Google
您将获得的技能: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Statistical Software, Advanced Analytics, Probability Distribution, Statistical Inference, Data Science, Statistical Programming, Statistical Methods, Probability, Python Programming
University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, LLM Application, Applied Machine Learning, Data Quality, Unstructured Data, Anomaly Detection, Machine Learning Methods, Data Science, Supervised Learning, Machine Learning, Data Preprocessing, Data Analysis, Social Media Analytics, Data Manipulation, Python Programming, Exploratory Data Analysis
是什么让您今天来到 Coursera？
Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Exploratory Data Analysis, Data Presentation, Data Science, Plot (Graphics), Regression Analysis, Financial Data, Data Analysis, Business Analytics, Data Cleansing, Data Literacy, Machine Learning Algorithms, Correlation Analysis, Advanced Analytics, Predictive Analytics
您将获得的技能: Data Modeling, Stakeholder Engagement, Database Design, Dashboard, Business Intelligence, Business Intelligence Software, Extract, Transform, Load, Dashboard Creation, Tableau Software, Databases, Data Warehousing, Stakeholder Communications, Data Visualization, Web Presence, Interviewing Skills, Business Process, Business Analysis, Professional Development, Data Analysis, SQL
您将获得的技能: Feature Engineering, Model Deployment, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Application Deployment, Dimensionality Reduction, MLOps (Machine Learning Operations), Model Training, Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Design Thinking, Market Opportunities, Data Science, Machine Learning, Python Programming
Google Cloud
您将获得的技能: Model Deployment, Model Optimization, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Large Language Modeling, Reinforcement Learning, Model Training, Transfer Learning, Computer Vision, Keras (Neural Network Library), Systems Design, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Machine Learning
您将获得的技能: Disaster Recovery, Star Schema, Business Continuity Planning, Cost Benefit Analysis, Database Design, Business Continuity, Data Infrastructure, Snowflake Schema, Database Architecture and Administration, Relational Databases, Data Warehousing, Data Modeling, Data Architecture, Data Validation, SQL, Terraform, Infrastructure as Code (IaC), Extract, Transform, Load, Business Analytics, Cost Management
您将获得的技能: Star Schema, Data Infrastructure, Data Governance, Data Modeling, Data Strategy, Data Architecture, Data Migration, Database Design, Correlation Analysis, Stored Procedure, Data Pipelines, Data Lakes, Infrastructure as Code (IaC), Data Validation, Disaster Recovery, Role-Based Access Control (RBAC), Compliance Auditing, CI/CD, Resource Management, Performance Management
总之，以下是 10 最受欢迎的 data science 课程
- Foundations of Data Science: Google
- Google Advanced Data Analytics: Google
- 数据科学高级统计学: Johns Hopkins University
- MLOps | 机器学习运营: Duke University
- The Power of Statistics: Google
- More Applied Data Science with Python: University of Michigan
- Practical Data Science for Data Analysts: Corporate Finance Institute
- Google Business Intelligence: Google
- IBM AI Enterprise Workflow: IBM
- Advanced Machine Learning on Google Cloud: Google Cloud
