Big Data Analytics 课程可以帮助您学习数据挖掘、统计分析、数据可视化和预测建模。您可以掌握解释复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Apache Hadoop、Spark 和 Tableau 等工具,这些工具支持处理大型数据集和可视化趋势,让您能够在各种业务环境中应用自己的解析技能。

您将获得的技能: Prompt Engineering, AI Enablement, Strategic Thinking, Generative AI, Analysis
初级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Python 程序设计, 线性代数, 应用数学, 机器学习算法, Jupyter, Algorithm, NumPy
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: R (Software), Data Import/Export, Package and Software Management, R Programming, Data Structures, Data-oriented programming, Statistical Programming, Data Analysis Software, Data Analysis, Data Science
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Scikit Learn (Machine Learning Library), Data Preprocessing
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Responsible AI, AI Security, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

University of Minnesota
您将获得的技能: 电子表格软件, 探索性数据分析, 绩效衡量, 制定基准, 性能指标, 机器学习算法, 业务指标, 分析, 降维, 模型评估, 决策支持系统, 预测建模, 预测分析, AI 个性化服务, A/B 测试, 应用机器学习, 机器学习, 分类学, Data Validation, 数据收集
中级 · 专项课程 · 3-6 个月

Fractal Analytics
您将获得的技能: Ideation, UI/UX Research, Innovation, Design Thinking, User Research, Generative AI, Competitive Analysis, Human Centered Design, Data Ethics, Persona (User Experience), AI Workflows, Artificial Intelligence, Problem Solving, Data Collection, Data Synthesis, Critical Thinking
初级 · 课程 · 1-4 周

SAS
您将获得的技能: 统计编程, 数据分析, 数据操作, 数据展示, 数据处理, SAS(软件), 数据整合, 数据转换
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Brainstorming, Email Automation, AI Enablement, Concision, Large Language Modeling, Business Writing, Productivity, Organizational Skills
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 概率与统计, Machine Learning 方法, 嵌入, 自然语言处理, 统计机器学习, 功能工程, 分类算法, 监督学习, 文本挖掘, 降维
中级 · 课程 · 1-4 周

您将获得的技能: Robotic Process Automation, Customer experience improvement, ChatGPT, Data Science, Machine Learning Methods
初级 · 课程 · 1-4 周