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。
您将获得的技能: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Performance Testing, Tree Maps, Benchmarking, Graph Theory, Program Implementation
高级设置 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Marketing Effectiveness, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Campaign Management, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 原型设计, 人工智能和机器学习(AI/ML), 深度学习, ChatGPT, 生成式人工智能
初级 · 课程 · 1-4 周
Arizona State University
您将获得的技能: 口语理解, 批判性思维, 设计元素和原则, 英语, 数字教学法, 设计策略, 词汇, 口头表达, 语言学习
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Azure DevOps, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Data Pipelines, Data Preprocessing, CI/CD, Continuous Monitoring, Debugging, Identity and Access Management, Version Control, Data Storage, Scalability
中级 · 课程 · 1-3 个月

您将获得的技能: AWS SageMaker, Model Evaluation, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Regression Analysis, Data Analysis
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 大型语言模型, LLM 申请, Prompt Engineering, ChatGPT, OpenAI 应用程序接口
初级 · 项目 · 不超过 2 小时
您将获得的技能: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: 机器学习, 分类算法, 模型评估, 模型部署, 逻辑回归, 数据预处理, 监督学习, 回归分析, 异常检测, 无监督学习, 预测建模, 决策树学习, 功能工程
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Data Visualization, Data Preprocessing, Machine Learning, Data Manipulation, Feature Engineering, Data Cleansing, Python Programming, Data Science, Model Evaluation, Classification Algorithms, NumPy, Pandas (Python Package)
初级 · 课程 · 1-3 个月

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

您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
中级 · 指导项目 · 不超过 2 小时