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。

Coursera
您将获得的技能: 人工智能集成, 战略思考, 思想引领, 数据伦理, 员工培训, 商业风险管理, 运行效率, 负责任的人工智能, 劳动力发展
混合 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), LangChain, AI Orchestration, Natural Language Processing, Generative AI Agents, Agentic Workflows, Multimodal Prompts, AI Integrations, Artificial Intelligence, Agentic systems, Machine Learning Methods, Python Programming, Machine Learning, System Design and Implementation, Data Science
中级 · 专项课程 · 1-3 个月

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, Prompt Engineering, Network Monitoring, Prompt Engineering Tools, Cloud Security, Containerization, Virtual Networking, Network Architecture, Infrastructure As A Service (IaaS), Network Routing, DevSecOps, Virtual Private Networks (VPN), Dashboard Creation
攻读学位
中级 · 专业证书 · 3-6 个月
Johns Hopkins University
您将获得的技能: 数据可视化, 统计推理, 机器学习, 数据科学, 闪亮(R 套件), Model Evaluation, R 程序设计, 模型评估, 统计分析, 预测建模, 数据清理, 传单(软件), 统计假设检验, 回归分析, 数据整理, 探索性数据分析, Rmarkdown, GitHub, 版本控制, 数据操作, R(软件)
初级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: PyTorch (Machine Learning Library), Fine-tuning, Deep Learning, Vision Transformer (ViT), Transfer Learning, Convolutional Neural Networks, Model Optimization, Model Training, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Distributed Computing, Data Preprocessing, Embeddings, Memory Management
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 降维, 数据预处理, 大数据, 机器学习, Algorithm, Model Evaluation, 无监督学习, 机器学习算法, 算法, 机器学习方法, 文本挖掘, 模型评估, 应用机器学习, Scikit Learn(机器学习库)
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Machine Learning Methods, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Model Optimization, Logistic Regression, Classification Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: Model Optimization, Tensorflow, Artificial Neural Networks, Applied Machine Learning, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Model Training, Machine Learning, NumPy, Regression Analysis, Network Architecture
中级 · 课程 · 1-3 个月

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

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

您将获得的技能: Token Optimization, Large Language Modeling, LLM Application, Generative Model Architectures, Applied Machine Learning, Performance Metric, Quality Assessment
中级 · 课程 · 1-4 周

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, Prompt Engineering, Kubernetes, Network Performance Management, Network Monitoring, Prompt Engineering Tools, Containerization, Firewall, Virtual Networking, Network Architecture, Network Planning And Design, Infrastructure As A Service (IaaS), Prompt Patterns, Network Routing, Virtual Private Networks (VPN), Dashboard Creation
中级 · 专业证书 · 3-6 个月