机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

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

Peking University
您将获得的技能: 语法, 口语理解, 口头表达, 语言学习, 词汇, 交流, 虚拟现实
混合 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Business Requirements, Business Logic, Case Studies
中级 · 课程 · 1-4 周

您将获得的技能: Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Model Deployment, Generative AI, Keras (Neural Network Library), NumPy, Model Optimization, Applied Machine Learning, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Deep Learning, Transfer Learning, Artificial Intelligence, Machine Learning, Data Science
中级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 模型评估, 人工神经网络, 监督学习, 卷积神经网络, 应用机器学习, 深度学习, Data Validation, 计算机编程, 数据持久性, 计算机视觉, Keras(神经网络库), 张力流, 数据验证, 图像分析, 模型优化, Model Evaluation, 模型培训
中级 · 课程 · 1-3 个月

SkillsBooster Academy
您将获得的技能: Prompt Engineering, Data Storytelling, AI Orchestration, Data Presentation, Microsoft Excel, Strategic Decision-Making, Predictive Analytics, Data-Driven Decision-Making, Financial Forecasting, AI Workflows, Microsoft Copilot, Artificial Intelligence, Excel Formulas, Workflow Management, Data Manipulation, Business, Generative AI, Microsoft 365, Data Management, Interactive Learning
初级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 机器学习算法, 模型评估, 分类学, 系统设计, 分析, 降维, 决策支持系统, 人工智能个性化, 应用机器学习, 性能指标, 预测建模, 解决方案设计, 测试数据, 绩效衡量, 数据收集, 电子表格软件, 机器学习, 业务指标, Microsoft Excel, 统计方法, Model Evaluation
中级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Model Deployment, Application Deployment, Model Optimization, MLOps (Machine Learning Operations), Cloud Deployment, Fine-tuning, Containerization, LLM Application, Large Language Modeling, Docker (Software), Model Evaluation, API Design, Scalability, Memory Management
高级设置 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI powered creativity, Generative AI Agents, AI Personalization, LLM Application, Agentic Workflows, Ideation, Scenario Testing, Solution Design, Software Versioning
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习算法, 模型评估, Pandas(Python 软件包), 时间序列分析和预测, 监督学习, 应用机器学习, Jupyter, 预测建模, 无监督学习, 分类算法, 功能工程, 回归分析, Python 编程, 数据预处理, 机器学习, 文本挖掘, 非结构化数据, Scikit Learn(机器学习库), 模型优化, Model Evaluation, 模型培训
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Machine Learning Algorithms, Machine Learning Methods, Data Management, Model Training, Data Import/Export, Data Pipelines, Development Environment, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative Model Architectures, Data Ethics, Generative AI Agents, AI Personalization, Mobile Development, AI powered creativity, Software Design Documents, Software Design, Prompt Engineering Tools, Anthropic Claude, Mobile Development Tools, LLM Application, AI literacy, iOS Development, Machine Learning Software, Software Development
高级设置 · 专项课程 · 3-6 个月