应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Statistical Modeling, Machine Learning Algorithms, Dimensionality Reduction
初级 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, Analytics, Artificial Intelligence, AI Enablement, Data Analysis Software, Data Analysis, Deep Learning, Real Time Data, Machine Learning, Data Ethics, Health Technology, AI Security, Responsible AI, Large Language Modeling, Technology Solutions, Scikit Learn (Machine Learning Library), Technology Strategies, Statistical Methods, Natural Language Processing, Performance Appraisal
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Generative AI, Large Language Modeling, Supervised Learning, Applied Machine Learning, Artificial Intelligence, Responsible AI, Machine Learning, Healthcare Industry Knowledge, Data Ethics, AI Personalization, Predictive Analytics, Precision Medicine, Health Informatics
混合 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Predictive Modeling, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Analysis, Machine Learning, Model Evaluation, Model Deployment, Interactive Data Visualization, Data Import/Export, Virtual Environment
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 规划, 项目管理, 管理团队, 工作分解结构, 项目规划
混合 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Theoretical Computer Science, Computer Programming, Pseudocode, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Analysis, Debugging, Technical Analysis
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 应用编程接口 (API), 生成式人工智能, 测试案例, Prompt Engineering, 机器学习, Python 程序设计, 脚本, OpenAI 应用程序接口, 软件工程, 应用程序开发
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Generative AI, Oracle Cloud, Large Language Modeling, AI Enablement, Artificial Intelligence, Supervised Learning, Prompt Engineering, Deep Learning, Machine Learning, Artificial Neural Networks, Unsupervised Learning, Computer Vision, Natural Language Processing, Recurrent Neural Networks (RNNs)
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据清理, 模型评估, 数据分析, 探索性数据分析, 数据预处理, 数据管道, 数据整合, 数据操作, 数据仓库, 统计建模, 应用机器学习, 数据挖掘, 数据建模, 数据质量
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning
中级 · 专项课程 · 1-4 周

University of California, Davis
您将获得的技能: 预测建模, 数据科学, 数据分析, 大数据, 数字化转型, 机器学习, 计算思维, 人工智能, 社会科学, 社交网络分析, 模拟, 网络分析, 社会学
初级 · 课程 · 1-4 周

University of London
您将获得的技能: 教育与培训, 学习理论, 人类学习, 教学法, 政策分析, 社会科学, 高等教育, 教学
混合 · 课程 · 1-3 个月