数据分析课程可以帮助您学习数据可视化、统计分析和数据清洗技术。您可以培养解读复杂数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Excel、SQL 和 Tableau 等工具,这些工具支持数据分析和结果展示。您还将探索 Regression Analysis 和 A/B Testing 等方法,这些方法对于评估性能和优化策略至关重要。

您将获得的技能: Dataflow, Data Pipelines, Site Reliability Engineering, Data Processing, Performance Tuning, Debugging, Data Integrity, CI/CD, Serverless Computing, Unit Testing, Disaster Recovery, Integration Testing
高级设置 · 课程 · 1-3 个月

您将获得的技能: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Data Processing, Extract, Transform, Load, Pandas (Python Package), Data Transformation, SQL, Jupyter, Google Cloud Platform, Development Environment, Analytics, Cloud Storage
高级设置 · 课程 · 1-3 个月

您将获得的技能: MySQL, Data Migration, Database Administration, Stored Procedure, User Provisioning, Data Validation
高级设置 · 项目 · 不超过 2 小时

您将获得的技能: Data Pipelines, Data Processing, Google Cloud Platform, Data Warehousing, Data Maintenance, Data Storage, Cloud Engineering, Data Infrastructure, Data Analysis, Data Architecture, Automation, Data Security
高级设置 · 课程 · 1-3 个月

您将获得的技能: Application Deployment, MLOps (Machine Learning Operations), Unit Testing, Docker (Software), Containerization, Kubernetes, IBM Cloud, Continuous Deployment, Microservices, User Feedback, Machine Learning, Performance Analysis, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming
高级设置 · 课程 · 1-4 周
您将获得的技能: Prompt Engineering, Risk Management Framework, Legal Technology, Responsible AI, Legal Risk, Risk Mitigation, Generative AI, Compliance Management, Continuous Monitoring, AI Product Strategy, Automation, Legal Strategy, Data Ethics, Law, Regulation, and Compliance, Analytics, Governance
高级设置 · 课程 · 1-4 周

Columbia University
您将获得的技能: 统计假设检验, 统计推理, 机器学习, 回归分析, 概率与统计, 计划评估, 研究设计, 数据收集, 统计方法, 统计建模, 统计分析, 实验
高级设置 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 图论, 机器学习算法, 抽样(统计), 统计推理, Algorithm, 概率与统计, 统计方法, 贝叶斯网络, 马尔可夫模型, 应用机器学习, 计算思维
高级设置 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 贝叶斯统计, 人工神经网络, 机器学习, 张力流, 概率与统计, 生成模型架构, 图像分析, 无监督学习, 降维, 深度学习
高级设置 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, IBM Cloud, Machine Learning, Predictive Modeling, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Computer Vision, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Development, Data Management
高级设置 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google 云端平台, 人工神经网络, 云 API, 人工智能和机器学习(AI/ML), 自然语言处理, 张力流, 大型语言模型, 功能工程, 深度学习, Keras(神经网络库)
高级设置 · 课程 · 1-3 个月