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。

您将获得的技能: 生成式人工智能, PySpark, Apache Spark, 机器学习算法, NoSQL, 大数据, Kubernetes, MongoDB, 机器学习, 数据管道, 分布式计算, Apache Hadoop, 应用机器学习, Apache Hive, Apache Cassandra, 监督学习, IBM 云, 摘录, 模型评估, 数据库
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: Generative AI, Business Metrics, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Intelligence, Model Deployment, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, AI Product Strategy, Business Solutions
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 生成式人工智能, Prompt Engineering, 原型设计, 星形模式, 负责任的人工智能, 情境管理, 数据库设计, 雪花模式, ChatGPT, 机器学习, 数据伦理, 数据管道, 数据仓库, AI 工作流程, 生成模型架构, Query 语言, 提示模式, 人工智能和机器学习(AI/ML), 摘录, 深度学习
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: 生成式人工智能, Google 云端平台, 人工智能, Machine Learning 方法
初级 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

您将获得的技能: Scikit Learn (Machine Learning Library), Tensorflow, Classification Algorithms, Supervised Learning, Applied Machine Learning, Python Programming, Feature Engineering, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Data Manipulation, Data Visualization
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Enablement, Data Storytelling, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning, Business Strategy, Machine Learning, Context Management
初级 · 专项课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, ChatGPT, Generative AI, LLM Application, Productivity, AI Personalization, AI Enablement, OpenAI, Artificial Intelligence, Large Language Modeling, Anthropic Claude, Expense Management, Productivity Software, Creativity, Verification And Validation, Communication, Planning, Marketing
初级 · 专项课程 · 3-6 个月
Coursera
您将获得的技能: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周

IBM
您将获得的技能: Linux 命令, 云计算架构, CI/CD, 应用程序部署, 云部署, Grafana, 还原式 API, 持续集成, 测试驱动开发(TDD), Git(版本控制系统), Istio, 开放式网络应用程序安全项目(OWASP), 数据导入/导出, 软件工程, 软件开发生命周期, 敏捷软件开发, 软件架构, 应用程序开发, Kubernetes, Devops
攻读学位
初级 · 专业证书 · 3-6 个月