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。

LearnQuest
您将获得的技能: Python 程序设计, 自然语言处理, 计算机视觉, 微软 Azure, 机器学习算法, 模型部署, 人工智能和机器学习(AI/ML), 数据科学, 应用编程接口 (API), 机器学习, 图像分析
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计分析, 数据预处理, 医学影像, 统计推理, 统计建模, 实验, 神经学, 磁共振成像, 研究设计, 图像分析, 统计
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 统计分析, 决策树学习, 数据建模, 回归分析, 数据分析, 模型评估, 分类算法, 无监督学习, 预测建模, 描述性分析, 预测分析, 逻辑回归, 机器学习, 预测, 监督学习
中级 · 课程 · 1-4 周

中级 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Descriptive Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Data Presentation, Statistical Visualization, Probability, Histogram, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Box Plots, Graphing, Scatter Plots
初级 · 课程 · 1-4 周
您将获得的技能: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Workforce Planning, Professional Development, LinkedIn, Artificial Intelligence, Machine Learning, Talent Sourcing, Compensation and Benefits, Data Science, Data Analysis, Recruitment, Data Architecture, Presentations, Technical Consulting, Big Data, Job Analysis
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Machine Learning Methods, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: AI Enablement, Business Process Automation, Digital Transformation, Employee Engagement, Recruitment
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative AI Agents, Agentic Workflows, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, AI Personalization, Prompt Engineering, Tool Calling, Emerging Technologies, Responsible AI
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
混合 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Scikit-learn (机器学习库), 数据预处理, Pandas(Python 软件包), 探索性数据分析, 数据操作, Keras(神经网络库), 数据清理, 张力流, 模型评估, 人工神经网络, 应用机器学习, 功能工程, 数据科学, NumPy, 分类算法, 机器学习, 随机森林算法, 数据转换, 生物信息学, 降维
初级 · 专项课程 · 3-6 个月