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。

New York Institute of Finance
您将获得的技能: 投资组合风险, 递归神经网络 (RNN), 时间序列分析和预测, 人工智能和机器学习(AI/ML), 强化学习, 投资组合管理, 人工神经网络, 深度学习, 马尔可夫模型, 金融交易, 风险管理, 应用机器学习, 金融市场
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 计算机视觉, 数据预处理, 张力流, 深度学习, 模型评估, 卷积神经网络, 人工神经网络, Keras(神经网络库), 迁移学习, 图像分析, 监督学习, 模型部署
中级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
初级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 数据建模, 商业分析, 微软Excel, 工艺优化, 运筹学, 线性代数, 分析, 商业数学, 数学建模, 业务建模, 电子表格软件, 制图, 决策, 数据驱动的决策制定
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 人工智能, 负责任的人工智能, 员工参与, 战略思维, AI 赋能, 劳动力发展, 数据伦理, 生成式人工智能, 数字化转型, Prompt Engineering
初级 · 课程 · 1-4 周

您将获得的技能: LangChain, Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Model Evaluation, Large Language Modeling, CrewAI, OpenAI API, Generative AI Agents, LLM Application, Vector Databases, Tool Calling, ChatGPT, Responsible AI, Embeddings, AI Enablement, AI Workflows, OpenAI, Generative AI, Python Programming
中级 · 专项课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Lean Methodologies, Statistical Hypothesis Testing, Process Capability, Statistical Analysis, Data Analysis, Continuous Improvement Process, Project Management, Statistics, Work Breakdown Structure, Operational Excellence, Quality Improvement, Data Collection, Project Scoping, Process Improvement, Stakeholder Management, Performance Measurement, Quality Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Machine Learning, Computer Vision, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时
CertNexus
您将获得的技能: 道德标准与行为, 负责任的人工智能, Operator 风险, 安全和安保, 商业道德, 风险分析, 数据伦理, 信息隐私, 风险管理, 个人身份信息, 问责制, 风险缓解, AI 安全
初级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, AI Security, AI Enablement, Business Leadership, Strategic Leadership, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Ethical Standards And Conduct, Analytical Skills, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation
初级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Visualization, Data Presentation, Probability & Statistics, Model Evaluation, Statistical Hypothesis Testing
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时