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。

Northeastern University
您将获得的技能: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, User Research, Stakeholder Engagement, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Software Architecture, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Structures, Data Ethics
获得学位
学位 · 1-4 年

Databricks
您将获得的技能: 统计建模, 概率分布, 模型评估, 抽样(统计), 模拟, 逻辑回归, 马尔可夫模型, 统计方法, 预测建模, 统计, Python 程序设计, 统计分析, 统计编程, 应用机器学习, 概率, 数据科学, 数据库, 贝叶斯统计, 回归分析, Jupyter
初级 · 专项课程 · 1-3 个月

您将获得的技能: PHP (Scripting Language), MySQL, WordPress, Web Applications, Application Programming Interface (API), Web Development, Content Management Systems, Restful API, DevOps, Linux, Full-Stack Web Development, Data Store, Command-Line Interface, Back-End Web Development, Server Side, Secure Coding, Scripting, Database Management, SQL, Javascript
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Statistics, Applied Mathematics, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 概率与统计, 微积分, 计算机视觉, 数字信号处理, 计算机编程, Matlab, 色彩理论, 计算机图形学, 增强现实, 人工智能, 应用数学, 图像分析, Algorithm
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Product Knowledge, Statistical Modeling, Data Manipulation, Machine Learning
中级 · 课程 · 1-4 周

Universitat Autònoma de Barcelona
您将获得的技能: Computer Architecture, Systems Design, Application Specific Integrated Circuits, Digital Design, Hardware Architecture, Computer Hardware, Simulations, Verification And Validation
中级 · 课程 · 1-3 个月

您将获得的技能: Facebook, Target Audience, Online Advertising, Digital Advertising, Advertising, Advertising Campaigns, Social Media Campaigns, Paid media, Campaign Management, Social Media, Performance marketing, Social Media Management, Bidding, A/B Testing, Lead Generation, Customer Engagement, Brand Awareness
混合 · 课程 · 1-3 个月

您将获得的技能: Deep Learning, Tensorflow, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Artificial Intelligence, Recurrent Neural Networks (RNNs), Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Data Processing
中级 · 课程 · 1-4 周

您将获得的技能: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Transformation, Data Manipulation, Data Processing, Big Data, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Integration, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Transfer Learning, Embeddings, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Model Deployment
中级 · 课程 · 1-4 周

University of Geneva
您将获得的技能: 机械, 数学建模, 数值分析, 概率分布, 模拟, 统计方法, 物理学, Python 程序设计
混合 · 课程 · 1-3 个月