数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

Tufts University
您将获得的技能: 统计分析, 概率与统计, 统计, 商业分析, 统计假设检验, Python 程序设计, 分析技能, 统计推理, 技术交流, 定量研究, 微软Excel
中级 · 课程 · 1-4 周

您将获得的技能: Data Integrity, Data Cleansing, Data Quality, Data Validation, Sampling (Statistics), Probability & Statistics, Data Analysis, Statistics, Statistical Analysis, Small Data
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Dataflow, Data Transformation, Applied Machine Learning, Data Modeling, Keras (Neural Network Library), Machine Learning, Deep Learning
中级 · 课程 · 1-3 个月
Duke University
您将获得的技能: Responsible AI, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, Writing, Artificial Intelligence, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Text Mining, Operational Efficiency, Project Schedules, Media Production
初级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Team Motivation, Team Performance Management, Team Management, Benchmarking, Performance Measurement, Change Management, Organizational Change, Six Sigma Methodology, Team Building, Cross-Functional Team Leadership, Leadership Studies, Process Improvement, Collaboration, Organizational Structure, Leadership
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Html 和 Css, 网络开发, 生成式人工智能, UI 组件, 响应式网页设计, Javascript, Prompt Engineering, 网络开发工具, 机器学习, 软件工程, 网页设计与开发
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 业务沟通, 组织发展, 组织变革, 沟通, 利益攸关方沟通, 生成式 AI 代理, 利益相关者的参与, 员工培训, AI 赋能, 劳动力发展, 变革管理, 内部交流, 员工参与, 业务转型
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: SQL, PostgreSQL, Database Management, Data Manipulation, Database Systems
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Supervised Learning, Artificial Intelligence, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Timelines, Return On Investment, Financial Statements, Financial Analysis, Balance Sheet, Construction Management, Capital Expenditure, Operating Cost, Income Statement, Cash Flow Forecasting, Microsoft Excel, Scheduling, Cash Flows, Revenue Forecasting
中级 · 课程 · 1-3 个月

您将获得的技能: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning
混合 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: Deep Learning, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Convolutional Neural Networks, Model Evaluation, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling, Classification Algorithms
中级 · 课程 · 1-4 周