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。

LearnQuest
您将获得的技能: 时间序列分析和预测, 预测建模, 趋势分析, 预测, 机器学习, Pandas(Python 软件包), 回归分析, Python 程序设计, Matplotlib, 数据分析, 统计建模, 相关性分析, 供应链管理, 数据可视化, 客户需求规划
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
高级设置 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, Prompt Engineering, ChatGPT, AI Enablement, AI Security, Cloud Development, AI Workflows, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, MLOps (Machine Learning Operations), Deep Learning, Scalability, System Monitoring
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 张力流, 机器学习, MLOps(机器学习 Operator), 数据管道, 应用机器学习, Google 云端平台, 模型部署
中级 · 项目 · 不超过 2 小时

Whizlabs
您将获得的技能: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Machine Learning
初级 · 课程 · 1-4 周
University of London
您将获得的技能: Applied Machine Learning, Model Evaluation, Artificial Intelligence, Machine Learning, Computer Vision, Data Preprocessing
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra
攻读学位
中级 · 专项课程 · 1-3 个月

您将获得的技能: Git (Version Control System), GitHub, Version Control, Infrastructure as Code (IaC), Debugging, Bash (Scripting Language), Test Automation, Puppet (Configuration Management Tool), Infrastructure As A Service (IaaS), Cloud Services, Technical Communication, Web Services, Email Automation, Automation, Python Programming, Interviewing Skills, Applicant Tracking Systems, Configuration Management, Program Development, Programming Principles
高级设置 · 专业证书 · 3-6 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

DeepLearning.AI
您将获得的技能: 文本挖掘, Algorithm, 数据预处理, 嵌入, 马尔可夫模型, 人工神经网络, 自然语言处理, 概率与统计, 统计建模, Machine Learning 方法
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 大型语言模型, LLM 申请, Prompt Engineering, 信息管理, 生产率, 数据展示, 创造力, 负责任的人工智能, 解决问题, ChatGPT, 文件管理, 生成式人工智能, 数据分析, AI 赋能, 构思, 验证和确认, 人工智能, 风险管理框架, 提示模式, OpenAI
初级 · 专项课程 · 1-3 个月

LearnQuest
您将获得的技能: 模型评估, Algorithm, 数据伦理, 预测建模, 数据收集, 机器学习, 社会正义, 负责任的人工智能, 数据预处理, 人工智能, 博弈论
初级 · 课程 · 1-4 周