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: 机器学习, 探索性数据分析, 统计分析, R 语言程序设计(中文版), 绘图(图形), 数据科学, 数据清理, 降维, 版本控制, 统计编程, 数据整合, Rmarkdown, 统计可视化, Knitr, R(软件), 数据操作, Ggplot2, 数据可视化软件, GitHub, 数据共享
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: Responsible AI, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, AI Enablement, AI Security, Artificial Intelligence, Applied Machine Learning, Prompt Engineering, Large Language Modeling, LLM Application, Model Deployment, Machine Learning
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, 迁移学习, 计算机视觉, 张力流, PyTorch(机器学习库), 人工神经网络, Keras(神经网络库), 深度学习, 图像分析, 数据预处理
中级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Tensorflow, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining, Image Analysis
中级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Data Integration, Data Literacy, Performance Analysis, Exploratory Data Analysis, Statistical Analysis, Probability, Applied Machine Learning, Analysis, Image Analysis, Descriptive Analytics, AI Enablement, Business Analytics, Statistical Methods, Data Collection, Machine Learning
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, 机器学习, 计算机视觉, 迁移学习, 实时数据, 张力流, 数据处理, 数据转换, 人工神经网络, 模型部署, 应用机器学习, JSON, 图像分析, Javascript, 网络应用
中级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 机器学习, 电子表格软件, 探索性数据分析, 预测建模, A/B 测试, 决策支持系统, 机器学习算法, AI 个性化服务, 分析, 降维, 业务指标, 绩效衡量, 分类学, 数据收集, 预测分析, Data Validation, 模型评估, 应用机器学习, 性能指标, 制定基准
中级 · 专项课程 · 3-6 个月

SkillUp
您将获得的技能: Clinical Informatics, Clinical Research, Artificial Intelligence, MLOps (Machine Learning Operations), Health Informatics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Multimodal Prompts, Prompt Engineering, Data Presentation, Prompt Patterns, AI Enablement, AI Personalization, Generative AI, Email Automation, LLM Application, Data Analysis, Artificial Intelligence, Complex Problem Solving, Ideation, Business Correspondence, Report Writing, Solution Design, Critical Thinking, Document Management, Machine Learning
初级 · 专项课程 · 1-4 周

Microsoft
您将获得的技能: 机器学习, 负责任的人工智能, 计算机视觉, 预测建模, MLOps(机器学习 Operator), 分类算法, 异常检测, 数据伦理, 无代码开发, 微软 Azure, AI 赋能, 回归分析, 模型部署, 无监督学习, 应用机器学习, 自然语言处理, 人工智能, 人工智能和机器学习(AI/ML), AI 工作流程, 图像分析
初级 · 专项课程 · 3-6 个月