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。

DeepLearning.AI
您将获得的技能: LangChain, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Prompt Engineering, Generative AI, Generative Model Architectures, AI Workflows
初级 · 项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: 统计建模, 概率与统计, 统计推理, 统计分析, 相关性分析, 模型评估, 回归分析, 逻辑回归
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, R (Software), Data Processing, R Programming, Rmarkdown, Software Installation, Command-Line Interface
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: 拥抱的脸, 负责任的人工智能, 数据分析, 数据湖, 机器学习, 数据科学, 数据管道, 数据转换, Apache Spark, MLOps(机器学习 Operator), 数据库, LLM 申请, 模型部署, 生成式人工智能, 大型语言模型, 摘录
初级 · 课程 · 1-4 周

您将获得的技能: Interactive Data Visualization, Heat Maps, Data Visualization, Data Visualization Software, Matplotlib, Plotly, Data Storytelling, Data Access, Correlation Analysis, Scatter Plots, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis
初级 · 课程 · 1-4 周

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

您将获得的技能: Process Capability, Statistical Analysis, Data Analysis, Project Management, Six Sigma Methodology, Statistics, Work Breakdown Structure, Data Collection, Project Scoping, Performance Measurement, Process Improvement, Quality Management, Customer experience improvement, Quality Control
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Tensorflow, Model Deployment, Google Cloud Platform, Data Quality, Keras (Neural Network Library), Data Preprocessing, Model Evaluation, Scikit Learn (Machine Learning Library), Embeddings, Exploratory Data Analysis, Supervised Learning, MLOps (Machine Learning Operations), Machine Learning, AI Enablement, Big Data, Applied Machine Learning, Dataflow, Data Pipelines, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 人工智能, 人工智能和机器学习(AI/ML), 微软 Azure, 自然语言处理, 分析, 应用程序开发, 自动化
初级 · 课程 · 1-4 周