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。

DeepLearning.AI
您将获得的技能: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Data Science, Performance Tuning
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Digital Forensics, Mobile Security, Anomaly Detection, AI Security, Criminal Investigation and Forensics, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Investigation, Cyber Attacks, File Systems, Intrusion Detection and Prevention, Fraud detection, Mobile Development, Cybersecurity, Applied Machine Learning, Malware Protection, Cyber Security Policies, Apple iOS, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: 模型评估, Algorithm, 数据伦理, 预测建模, 数据收集, 机器学习, 社会正义, 负责任的人工智能, 数据预处理, 人工智能, 博弈论
初级 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: 数据伦理, 图论, 机器学习, 数据科学, 大数据, Python 程序设计, 生物信息学, 生物医学技术, 网络分析, 数据整合, 统计建模, 精准医疗, 自然语言处理, 图像分析, 健康信息学
中级 · 课程 · 1-3 个月
您将获得的技能: AI Security, Application Security, Secure Coding, DevSecOps, Threat Modeling, Vulnerability Scanning, Vulnerability Assessments, AI Personalization, Continuous Integration, Open Source Technology, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Dependency Analysis, Analysis, Program Implementation, Supply Chain
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative AI Agents, Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, Agentic systems, Agentic Workflows, LLM Application, Productivity, Email Automation, AI Personalization, Make.com, AI Enablement, AI Workflows, OpenAI, Expense Management, Expense Reports, Large Language Modeling, Artificial Intelligence, Automation
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 计算机视觉, 模型评估, 机器学习, 云 API, 应用机器学习, 图像分析, 云存储, Google 云端平台, 模型部署
中级 · 项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 卷积神经网络, 模型评估, 深度学习, 迁移学习, 张力流, 人工神经网络, Keras(神经网络库)
中级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 数据整理, 模型评估, 交互式数据可视化, 机器学习, 数据展示, 数据叙事, 故事板, 批判性思维, 数据操作, Power BI, Python 程序设计, SQL, 功能工程, Data Analysis 表达式(DAX), 决策, 数据库设计, 解决问题, 以人为本的设计, 数据可视化, 模型部署
初级 · 专业证书 · 3-6 个月
Coursera
您将获得的技能: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时