Algorithmic Thinking(算法思维)课程可以帮助您学习解决问题的技巧、数据分析、算法设计和复杂性分析。您可以培养逻辑推理、优化策略和分析算法效率方面的技能。许多课程都会介绍 Python 和 R 等实现算法的工具,以及分析数据 Set 和解决计算问题的框架。

LearnQuest
您将获得的技能: 博弈论, 个人身份信息, 数据预处理, 分析技能, 机器学习算法, 负责任的人工智能, 信息隐私, 预测分析, 大型语言模型, 模型评估, AI 赋能, 预测建模, Algorithm, 道德标准与行为, AI 安全, 数据收集, 人工智能, 机器学习, OpenAI, 数据伦理
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Performance Tuning, Artificial Intelligence, Maintainability, Python Programming, Performance Analysis, Software Architecture, Technical Writing, Program Standards
中级 · 课程 · 1-4 周

您将获得的技能: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Classification Algorithms, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving
中级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: Machine Learning Algorithms, Image Analysis, Reinforcement Learning, Classification Algorithms, Forecasting, Algorithms, AWS SageMaker, Machine Learning, Supervised Learning, Unsupervised Learning, Predictive Modeling, Regression Analysis, Natural Language Processing
初级 · 课程 · 1-4 周

Politecnico di Milano
您将获得的技能: 个人身份信息, 无监督学习, 社会影响, 云平台, 负责任的人工智能, 一般数据保护条例》(GDPR), 社会学, 机器学习算法, 法律风险, AI 赋能, Machine Learning 方法, AI 安全, 人工智能, 法律技术, 机器学习, 强化学习, 知识产权, 分类学, 监督学习, 降维
初级 · 专项课程 · 3-6 个月

Fred Hutchinson Cancer Center
您将获得的技能: 调试, 负责任的人工智能, ChatGPT, 可维护性, 编程原则, 计算机编程工具, 大型语言模型, 生成式人工智能, 人工智能, Prompt Engineering, 数据科学, 软件开发, 生物信息学, OpenAI
初级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
中级 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: 项目管理, 决策树学习, MLOps(机器学习 Operator), 数据预处理, 数据质量, 分类算法, 数据清理, 负责任的人工智能, 产品生命周期管理, 机器学习算法, 模型部署, 模型评估, 功能工程, Jupyter, 应用机器学习, 机器学习, 数据伦理, 监督学习, Data Validation, 业务运营
中级 · 专项课程 · 3-6 个月

National Taiwan University
您将获得的技能: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Applied Mathematics, Network Model, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Engineering Management, Program Implementation, Business Analytics
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Generative AI, Large Language Modeling, Responsible AI, ChatGPT, AI Product Strategy, Artificial Intelligence, Data Ethics, Prompt Engineering, AI Security, Computational Logic
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Workflow Management, LLM Application, AI Enablement, Constructive Feedback, Generative AI, Artificial Intelligence, Automation, Responsible AI, Technical Communication, Project Management, Data Ethics, Communication Strategies, Data-Driven Decision-Making, Project Documentation, Data Science
初级 · 课程 · 1-3 个月