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。
École Polytechnique Fédérale de Lausanne
您将获得的技能: 计算机编程, 功能设计, Scala 编程, 计算思维, 单元测试, Algorithm, 集成开发环境, 数据结构, 编程原则, 面向对象编程(OOP)
中级 · 课程 · 1-3 个月

您将获得的技能: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Data Import/Export, Data Structures, Python Programming, Integrated Development Environments, Scripting, Computational Logic, Computer Science, Data Storage, File Management
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 商业智能, 数据操作, 微软Excel, 商业分析, 数据库设计, SQL, 数据分析, 微软动力平台, 数据存储, 高级分析, 撰写报告, 数据仓库, 时间表, 数据处理, 数据完整性, Power BI, 数据可视化, 数据质量, 数据收集, 统计报告
攻读学位
初级 · 专业证书 · 3-6 个月

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Transformation, Data Manipulation, Classification Algorithms
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 物联网, Network Protocol(网络协议, 嵌入式系统, 计算机硬件, 硬件架构, 网络架构, 无线网络, 嵌入式软件
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Business Writing, Constructive Feedback, Teamwork, Conflict Management, Business Correspondence, Business Communication, Recognizing Others, Team Building, Collaboration, Writing, Mediation, Organizational Skills, Concision, Writing and Editing, Interpersonal Communications, Team Motivation, Tactfulness, Performance Management, Staff Management, Grammar
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 嵌入, 强化学习, 无监督学习, 人工神经网络, Google 云端平台, Algorithm, 深度学习, 机器学习, 数据预处理, Machine Learning 方法, 人工智能和机器学习(AI/ML), 应用机器学习, 功能工程, AI 个性化服务, 机器学习算法
高级设置 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Email Automation, Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Productivity, OpenAI, AI Enablement, Calendar Management, Organizational Skills, Generative AI, Artificial Intelligence, Large Language Modeling, AI Personalization, HubSpot CRM, Business Process Automation, Email Marketing, Google Sheets, Workflow Management, Automation
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Tensorflow, Keras (Neural Network Library), Data Synthesis, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Microsoft Power Platform, Microsoft Copilot, Prompt Engineering, Microsoft Power Automate/Flow, Power BI, Microsoft 365, Multimedia, Microsoft PowerPoint, Dashboard, Microsoft Excel, Excel Formulas, Microsoft Word, Data Visualization, No-Code Development, Spreadsheet Software, Collaborative Software, Microsoft Office, Power Apps Component Framework, Presentations, Data Analysis
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Classification Algorithms, Probability Distribution
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Reinforcement Learning, Regulatory Compliance, Due Diligence, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Policy Analysis, Policy Development, Algorithms
中级 · 课程 · 1-4 周