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。

University of Illinois Urbana-Champaign
您将获得的技能: 财务规划, 投资, 信用风险, 设定目标, 财务管理, 保险, 预算, 金融, 现金管理, 风险管理, 智能目标
初级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: AI Personalization, Applied Machine Learning, Model Evaluation
中级 · 课程 · 1-3 个月
Duke University
您将获得的技能: 解剖学, 呼吸, 生理学, 血压, 肾脏病学, 生物学, 心脏病学, 内分泌学, 生命体征, 肺科, 尿液分析, 神经学, 人体肌肉骨骼系统, 运动学
初级 · 课程 · 1-3 个月

您将获得的技能: Debugging, Python Programming, Cybersecurity, Scripting, Programming Principles, IT Automation, Algorithms, Automation, Computer Programming, File Management, Data Structures
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 数据结构, 调试, 编程原则, 计算机图形学, 图表设计, 计算机编程, 计划发展, Python 程序设计
初级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Transfer Learning, Vision Transformer (ViT), Deep Learning, Unsupervised Learning, Embeddings, Convolutional Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Model Deployment, Flask (Web Framework)
中级 · 课程 · 1-3 个月

您将获得的技能: Internet Of Things, TCP/IP, Network Protocols, Telecommunications, General Networking, PIC Microcontrollers, Communication Systems, Wireless Networks, Cloud Services, Electrical Wiring, Cloud Storage, Microarchitecture, Field-Programmable Gate Array (FPGA), Restful API, Cloud Solutions, Electrical Equipment, Basic Electrical Systems, Power Electronics, Electrical Power, Electric Power Systems
混合 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: 心理学, 科学与研究, 人工智能, 人类学习, 人类学, 机器人, 人为因素
混合 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Management, Data Science, Unsupervised Learning, Big Data, Supervised Learning, Algorithms, Data Preprocessing, Transaction Processing
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 检索-增强生成, 生成式人工智能, 大型语言模型, 矢量数据库, 多模式 Prompt, 应用机器学习, 图像分析, 嵌入
中级 · 项目 · 不超过 2 小时

您将获得的技能: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Machine Learning Methods, Model Evaluation
中级 · 课程 · 1-4 周