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。

University of Colorado Boulder
您将获得的技能: 数据驱动的决策制定, 统计建模, 商业分析, 数据分析, Machine Learning 方法, 决策树学习, 预测分析, 预测建模, 回归分析, 探索性数据分析, 数据清理, 人工神经网络, 数据可视化, 微软Excel
中级 · 课程 · 1-4 周

您将获得的技能: Apache Spark, Keras (Neural Network Library), Deep Learning, Tensorflow, A/B Testing, Big Data, Data Ethics, Applied Machine Learning, Data Processing, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Machine Learning, MLOps (Machine Learning Operations), Artificial Intelligence, Supervised Learning, Statistical Hypothesis Testing, Dimensionality Reduction, Reinforcement Learning
高级设置 · 课程 · 1-3 个月

Fundação Instituto de Administração
您将获得的技能: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: ChatGPT, Machine Learning Methods, Data Mining, Python Programming, Machine Learning Algorithms, Supervised Learning, Data Manipulation
高级设置 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Pandas (Python Package), Unsupervised Learning, Data Analysis, Statistical Analysis, Data Manipulation, Machine Learning Algorithms, Computational Thinking, Data Processing, Data Cleansing, Data Visualization, Python Programming
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据可视化软件, Plotly, 软件包和软件管理, R 语言程序设计(中文版), 数据展示, 闪亮(R 套件), 交互式数据可视化, 数据映射, 统计报告, Rmarkdown, 数据可视化, 网络应用, R(软件)
混合 · 课程 · 1-3 个月

University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Jupyter, Python Programming, Regression Analysis, Forecasting
初级 · 课程 · 1-3 个月

您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
初级 · 指导项目 · 不超过 2 小时

Alberta Machine Intelligence Institute
您将获得的技能: 数据转换, 线性代数, Machine Learning 方法, Python 程序设计, 监督学习, 测试数据, 统计分析, 机器学习, 功能工程, 预测建模, 数据处理, 无监督学习, 验证和确认, 计算机编程, Data Validation, 数据质量, 机器学习算法, 数据清理, 探索性数据分析, 应用机器学习
中级 · 课程 · 1-4 周

University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Data Science, Statistics, Data Analysis, Statistical Analysis, Jupyter, Machine Learning Algorithms, Data Manipulation, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据驱动的决策制定, 数据分析, Python 程序设计, 趋势分析, ChatGPT, 生成式人工智能, 电子商务, 数据操作, 销售策略, Prompt Engineering, OpenAI, 探索性数据分析
中级 · 指导项目 · 不超过 2 小时