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。

Birla Institute of Technology & Science, Pilani
您将获得的技能: Electronic Systems, Semiconductors, Basic Electrical Systems, Electrical Engineering, Electronics, Electronic Components, Electronics Engineering, Power Electronics, Electrical Systems, Engineering Analysis, Network Analysis, Engineering Calculations, Control Systems, Applied Mathematics
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 探索性数据分析, Data Governance, JSON, 描述性统计, 同行评审, 数据分析, 数据管道, 数据质量, 数据叙事, Apache Spark, 分布式计算, 统计分析, 数据管理, Data Management, SQL, 性能指标, 解决复杂问题, 数据可视化, 演讲, 数据湖, 数据建模
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics
中级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: 数据处理, 散点图, 分类算法, Matlab, 数据分析, 回归分析, 数据可视化软件, 应用机器学习, 预测建模, 数字信号处理, 图像分析, 柱状图
中级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning
初级 · 课程 · 1-3 个月

您将获得的技能: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Computer Vision, Artificial Neural Networks, Data Preprocessing, Data Processing, Regression Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation
高级设置 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Convolutional Neural Networks, Image Analysis, Data Pipelines, Data Preprocessing, Model Evaluation, Machine Learning
中级 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: Python 程序设计, 图论, 数据伦理, 机器学习, 自然语言处理, 数据科学, 大数据, 数据整合, 生物医学技术, 网络分析, 统计建模, 精准医疗, 健康信息学, 生物信息学, 图像分析
中级 · 课程 · 1-3 个月
您将获得的技能: AI Security, Application Security, Secure Coding, DevSecOps, Threat Modeling, Vulnerability Scanning, Vulnerability Assessments, AI Personalization, Continuous Integration, Open Source Technology, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Dependency Analysis, Analysis, Program Implementation, Supply Chain
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative AI Agents, Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, Agentic systems, Agentic Workflows, LLM Application, Productivity, Email Automation, AI Personalization, Make.com, AI Enablement, AI Workflows, OpenAI, Expense Management, Expense Reports, Large Language Modeling, Artificial Intelligence, Automation
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
初级 · 指导项目 · 不超过 2 小时