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, Responsible AI, Model Deployment, Tensorflow, Exploratory Data Analysis, Data Quality, Machine Learning, Applied Machine Learning, Keras (Neural Network Library), Data Preprocessing, Scikit Learn (Machine Learning Library), Google Cloud Platform, MLOps (Machine Learning Operations), Data Cleansing, Supervised Learning, Data Strategy, Logistic Regression, Model Evaluation, Performance Tuning, Data Pipelines
中级 · 专项课程 · 3-6 个月

您将获得的技能: AWS Kinesis, Model Evaluation, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Model Deployment, Data Preprocessing, Scalability, Classification Algorithms, Forecasting, Feature Engineering, Algorithms, Data Analysis, Predictive Modeling, Data Modeling
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Applied Machine Learning, Data Analysis, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Generative AI, Data Preprocessing, Continuous Monitoring
中级 · 课程 · 1-3 个月

Peking University
您将获得的技能: 口语理解, 语言能力, 语法, 沟通, 语言学习, 词汇
混合 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 语言能力, 语法, 英语, 语言学习, 词汇
初级 · 专项课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Scalability, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Design, Amazon Elastic Compute Cloud, Cloud Security, Data Management, Disaster Recovery, Continuous Monitoring
初级 · 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

Imperial College London
您将获得的技能: 模型评估, 卷积神经网络, 概率分布, 模型部署, 贝叶斯统计, 数据预处理, 自然语言处理, 张力流, 监督学习, 人工神经网络, 计算机视觉, 迁移学习, 自动编码器, 递归神经网络 (RNN), 数据管道, 应用机器学习, Keras(神经网络库), 生成模型架构, 图像分析, 深度学习
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Exploratory Data Analysis, Model Evaluation, Cloud Deployment, Data Preprocessing, Data Analysis, Amazon Elastic Compute Cloud, Application Deployment, Predictive Modeling, Data Pipelines, Extract, Transform, Load, Data Processing
中级 · 课程 · 1-4 周

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

University of Pennsylvania
您将获得的技能: 商务写作, 写作, 沟通, 专业网络, 英语, 语言交流技能, 工作分析, 招聘, 业务沟通, 面试技巧, 词汇, 社交技能
混合 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Feature Engineering, Machine Learning Algorithms, Supervised Learning, Applied Machine Learning, Machine Learning, Regression Analysis, Model Evaluation, Deep Learning, Predictive Modeling, Decision Tree Learning, Dimensionality Reduction, Unsupervised Learning, Artificial Neural Networks, Embeddings, Classification Algorithms, Random Forest Algorithm
中级 · 课程 · 3-6 个月