Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术,以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具,这些工具支持应用机器学习概念和 Visualization 数据,以获得可行的见解。

Alberta Machine Intelligence Institute
您将获得的技能: 回归分析, 数据处理, 机器学习, 监督学习, 业务解决方案, 机器学习算法, 性能分析, Python 程序设计, Scikit-learn (机器学习库), 功能工程, 性能指标, Jupyter, 分类与回归树 (CART), 应用机器学习
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据导入/导出, 机器学习, Python 程序设计, 测试数据, ChatGPT, 数据处理, 应用机器学习, Keras(神经网络库), 性能调整, 人工神经网络, 图像分析
中级 · 指导项目 · 不超过 2 小时

Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Methods, Statistical Machine Learning, Regression Analysis, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Classification And Regression Tree (CART), Feature Engineering, Dimensionality Reduction
攻读学位
中级 · 课程 · 1-3 个月

Sungkyunkwan University
您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification And Regression Tree (CART), Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Linear Algebra, Bayesian Statistics, Probability
混合 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 回归分析, 统计分析, Apache Spark, 探索性数据分析, 决策树学习, 监督学习, 机器学习, 无监督学习, 应用机器学习, 预测建模, 数据转换, 数据分析, 大数据, 数据清理, 数据挖掘
混合 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 数据处理, 无监督学习, 监督学习, 非结构化数据, 文本挖掘, Python 程序设计, 数据操作, 机器学习算法, 功能工程, 自然语言处理, 数据清理
中级 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Statistical Machine Learning, Unsupervised Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Data Pipelines
混合 · 课程 · 1-4 周

您将获得的技能: Selenium (Software), Test Automation, Object Oriented Programming (OOP), Software Testing, Browser Compatibility, Software Installation, Automation, Scripting, Python Programming, File Management, Development Environment, Debugging
初级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Cleansing, Data Analysis, Numerical Analysis, Data Structures, Descriptive Statistics
混合 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Web Scraping, Data Integration, Data Processing, Data Cleansing, Natural Language Processing, Jupyter, Pandas (Python Package), Scripting, Data Transformation, Data Capture, JSON, Text Mining, Hypertext Markup Language (HTML), Javascript
初级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Data Visualization, Machine Learning, Programming Principles, Data Manipulation, Feature Engineering, Data Cleansing, Supervised Learning, Python Programming, Data Science, Data Processing, NumPy, Pandas (Python Package)
初级 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, Data Processing, Pandas (Python Package), Applied Machine Learning, Data Import/Export, Classification And Regression Tree (CART), Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Machine Learning, Supervised Learning, Machine Learning Algorithms
中级 · 指导项目 · 不超过 2 小时