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。

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, LangChain, AI Workflows, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Transfer Learning, LLM Application, Embeddings, Amazon Web Services, Context Management, Model Deployment, Amazon S3, Model Evaluation
中级 · 专业证书 · 1-3 个月

DeepLearning.AI
您将获得的技能: CrewAI, AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Monitoring, Workflow Management, Tool Calling, Continuous Monitoring, Scalability, Prompt Engineering, Code Review, Integration Testing, User Feedback
初级 · 课程 · 1-4 周

您将获得的技能: AI Security, Workplace inclusivity, Social Impact, Generative AI, Analysis, Critical Thinking, Data Security
初级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
初级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Deepseek, Hugging Face, Large Language Modeling, LLM Application, AI Personalization, ChatGPT, Deep Learning, Open Source Technology, AI Enablement, Model Deployment, Business Modeling, Applied Machine Learning, Analytical Skills, Application Programming Interface (API), Business Process Automation
初级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 统计假设检验, 探索性数据分析, 数据分析, 概率分布, 定量研究, 统计方法, 描述性统计, 回归分析, 统计, 抽样(统计), 统计推理, 统计建模, 统计分析, 概率
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 星形模式, 数据访问, 数据转换, 数据预处理, 实时数据, 数据管道, Apache Spark, Apache Hadoop, 数据建模, 功能工程, 数据仓库
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Statistical Analysis, Pandas (Python Package), Image Analysis, Advanced Analytics, Analytical Skills, Analysis, Data-Driven Decision-Making, Case Studies, Data Manipulation, AI Enablement, Descriptive Statistics, Statistical Inference, Unsupervised Learning
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: 批判性思维, 数字教学法
混合 · 课程 · 1-3 个月

IBM
您将获得的技能: Python 程序设计, 探索性数据分析, 数据清理, 数据操作, 数据分析, 数据转换, 数据驱动的决策制定, NumPy, 数据预处理, Matplotlib, 数据科学, Pandas(Python 软件包), 回归分析, 模型评估, 统计分析, 数据导入/导出, 数据可视化, 预测建模, Scikit-learn (机器学习库)
中级 · 课程 · 1-3 个月

Ludwig-Maximilians-Universität München (LMU)
您将获得的技能: Python 程序设计, 数值分析, 数学建模, 机械, 有限元方法, 工程分析, 微分方程, 工程计算, 分布式计算, Jupyter, 应用数学, 模拟, 振动
中级 · 课程 · 1-3 个月