Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,这些工具支持将您的技能应用到实际项目中,使您能够创建预测模型并有效分析复杂的数据集。

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: AWS SageMaker, AWS Identity and Access Management (IAM), Amazon Web Services, Model Deployment, Image Analysis, Amazon Elastic Compute Cloud, Amazon S3, Machine Learning Algorithms, Data Preprocessing, Convolutional Neural Networks, Computer Vision, Deep Learning, Machine Learning
高级设置 · 指导项目 · 不超过 2 小时

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
中级 · 指导项目 · 不超过 2 小时
University of Washington
您将获得的技能: 统计方法, 线性代数, 生理学, 信息架构, 递归神经网络 (RNN), 网络模型, 概率分布, 计算思维, 人工神经网络, 数学建模, Matlab, 计算机科学, 神经学, 监督学习, 机器学习算法, 强化学习, 生物信息学, 生物学, 微分方程
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Structures, Plot (Graphics), Data-oriented programming, Programming Principles, Python Programming, Data Storage
中级 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: 数据操作, Plotly, 数据可视化软件, 数据扫盲, 模型评估, 数据分析, SQL, 无监督学习, 数据清理, 生成式人工智能, 仪表板, 数据导入/导出, 监督学习, 数据挖掘, 数据转换, 探索性数据分析, 交互式数据可视化, 数据可视化, Jupyter, 专业网络
攻读学位
初级 · 专业证书 · 3-6 个月

Sungkyunkwan University
您将获得的技能: Regression Analysis, Predictive Analytics, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Machine Learning, Statistical Analysis, Financial Analysis, Logistic Regression, Financial Data, Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Google Gemini, Project Management, LLM Application, AI Enablement, Project Management Life Cycle, Data Ethics, Case Studies, Real Time Data, Team Oriented, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Project Documentation, AI Workflows, AI Personalization, Machine Learning
中级 · 专项课程 · 1-3 个月

National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 拥抱的脸, 自然语言处理, 递归神经网络 (RNN), 人工神经网络, 迁移学习, 嵌入, 深度学习
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining
中级 · 专项课程 · 1-3 个月