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: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月
Starweaver
您将获得的技能: Cyber Threat Hunting, Splunk, Threat Detection, Jupyter, Anomaly Detection, Threat Management, Cybersecurity, Data Analysis, Data Science, Applied Machine Learning, Security Information and Event Management (SIEM), Pandas (Python Package), Interactive Data Visualization, Data Cleansing, Data Transformation, MLOps (Machine Learning Operations), Unsupervised Learning, Machine Learning Methods, Automation
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 机器学习, 生成对抗网络 (GAN), Data Governance, 负责任的人工智能, 数据管理, 商业策略, AI 产品战略, 生成式人工智能, AI 个性化服务, 信用风险, 欺诈检测, 大数据, 人力资源分析, AI 赋能, 数据伦理, 应用机器学习, Machine Learning 方法, 人力资源, 分析, 人力资源技术
初级 · 专项课程 · 3-6 个月
Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
高级设置 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 负责任的人工智能, 探索性数据分析, 数据科学, Prompt Engineering, 生成式人工智能, 数据综合, ChatGPT, 数据伦理, 预测建模, 数据分析, 原型设计, 功能工程, AI 赋能, AI 工作流程, 提示模式, 深度学习, 人工智能和机器学习(AI/ML), 数据可视化, 数据预处理
中级 · 专项课程 · 1-3 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

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

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

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

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: 分类算法, 概率与统计, 降维, 监督学习, 统计机器学习, 自然语言处理, 功能工程, Machine Learning 方法, 嵌入, 文本挖掘
中级 · 课程 · 1-4 周