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。

您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Google Cloud Platform, Model Deployment, Unstructured Data, Tensorflow, Machine Learning, Jupyter, Data Pipelines, Big Data, Artificial Intelligence, Natural Language Processing
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Unstructured Data, Tensorflow, Big Data, Applied Machine Learning, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Jupyter, Natural Language Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Google Cloud Platform, Google Gemini, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Model Deployment, Natural Language Processing
初级 · 课程 · 1-3 个月

您将获得的技能: Sustainable Business, Sustainability Reporting, Sustainable Design, Corporate Sustainability, Sustainable Technologies, Environmental Social And Corporate Governance (ESG), Sustainable Engineering, Sustainable Development, Sustainable Systems, Energy and Utilities, Business Reporting, Annual Reports, Sustainability Standards, Organizational Leadership, Strategic Leadership, Business Leadership, Product Engineering, Leadership, Environment, Environmental Management Systems
攻读学位
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Generative AI, Google Cloud Platform, Cloud Infrastructure, MLOps (Machine Learning Operations), Big Data, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, AI Workflows, Machine Learning, Model Deployment, Model Evaluation, Natural Language Processing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Tensorflow, Model Deployment, Google Cloud Platform, Data Preprocessing, Data Quality, Keras (Neural Network Library), Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Embeddings, Exploratory Data Analysis, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Logistic Regression, Responsible AI, MLOps (Machine Learning Operations), Data Pipelines, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
初级 · 专项课程 · 3-6 个月

L&T EduTech
您将获得的技能: 数据安全, 数据管理, Network Protocol(网络协议, 物联网, 持续监测, 自动化, 数字化转型, 实时数据, 云计算, 无线网络
中级 · 课程 · 1-3 个月
Northeastern University
您将获得的技能: 数据驱动的决策制定, 健康信息学, 医疗保健行业知识, 商业分析, 预测分析, 性能指标, 客户体验战略(CX), 决策支持系统, 应用机器学习, 分析, 人工智能和机器学习(AI/ML), 流程制图
中级 · 课程 · 1-4 周