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。

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

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

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

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

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

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

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

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

您将获得的技能: 机器学习, 深度学习, 卷积神经网络, Model Evaluation, 自然语言处理, 迁移学习, 回归分析, 模型评估, 网络架构, 自动编码器, 分类与回归树 (CART), 图像分析, 递归神经网络 (RNN), Keras(神经网络库), 应用机器学习, 人工神经网络, Transfer Learning
中级 · 课程 · 1-3 个月