自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

University of Colorado Boulder
您将获得的技能: Scikit Learn (Machine Learning Library), Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Python Programming
初级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 无监督学习, 商业分析, 商业智能, 数据预处理, 决策树学习, Python 编程, 回归分析, 分类算法, 预测建模, 模型评估, 监督学习, 应用机器学习, Scikit Learn(机器学习库), Model Evaluation
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Keras (Neural Network Library), Data Preprocessing, Artificial Neural Networks, Interactive Data Visualization, Predictive Modeling, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Predictive Analytics, Data Manipulation, Machine Learning, Model Evaluation, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: 数据分析, 数据清理, NumPy, 探索性数据分析, 数据预处理, 数据整理, 数据科学, 供应链管理, Pandas(Python 软件包), 数据结构, Python 编程, 运筹学, 数据操作, 数据转换, 应用机器学习, 供应链
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
中级 · 指导项目 · 不超过 2 小时

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: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Application Deployment, Model Evaluation, Real Time Data, Exploratory Data Analysis, Engineering
中级 · 课程 · 1-4 周

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

EDHEC Business School
您将获得的技能: 数据分析, 财务分析, 投资, 财务建模, 网络抓取, 文本挖掘, 消费者行为, Python 编程, 社交网络分析, 预测建模, 非结构化数据, 网络分析, 机器学习方法, 金融市场, 资产管理, 数据可视化软件, 财务报表
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL
初级 · 项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Data Mining, Health Informatics, Big Data, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence, Random Forest Algorithm, Responsible AI, Deep Learning, Model Evaluation, Unsupervised Learning, Healthcare Industry Knowledge, Algorithms, Data Cleansing, Artificial Neural Networks
初级 · 课程 · 1-4 周