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 Alberta
您将获得的技能: 机器学习, Algorithm, 人工智能, 功能工程, 模拟, 模型评估, 算法, 深度学习, 马尔可夫模型, 线性代数, 抽样(统计), 强化学习, 伪代码, 人工神经网络, 概率分布, 人工智能和机器学习(AI/ML), 机器学习算法, Model Evaluation, 监督学习, 性能调整, 性能测试
中级 · 专项课程 · 3-6 个月

Edureka
您将获得的技能: 机器学习, 人工智能, 卷积神经网络, 自然语言处理, 深度学习, 数据预处理, 文本挖掘, 分类算法, 预测建模, 递归神经网络 (RNN), 数据科学, 监督学习, 张力流, 应用机器学习
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 机器学习, 逻辑回归, 监督学习, 模型评估, 决策树学习, 回归分析, 数据预处理, Matlab, 数据清理, 功能工程, 分类算法, 预测建模, Model Evaluation, 应用机器学习
初级 · 课程 · 1-4 周

您将获得的技能: Application Programming Interface (API), Microsoft Azure, Cloud API, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), User Accounts, Image Analysis, Artificial Intelligence, Cloud Computing, Software Development
中级 · 指导项目 · 不超过 2 小时

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

Microsoft
您将获得的技能: Unsupervised Learning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Azure DevOps, Reinforcement Learning, Data Preprocessing
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Web Analytics, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Model Evaluation, Pandas (Python Package)
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Regression Analysis
中级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 机器学习, Algorithm, 人工智能, 强化学习, 概率分布, 算法, 马尔可夫模型, 机器学习算法
中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Search Engine Optimization, Google Ads, Customer Insights, Google Analytics, Data Ethics, Data Mining
初级 · 专项课程 · 3-6 个月

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

您将获得的技能: Unsupervised Learning, Generative AI, Large Language Modeling, Supervised Learning, Deep Learning, LLM Application, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Predictive Modeling, Machine Learning Algorithms, Artificial Neural Networks, Feature Engineering, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Dimensionality Reduction
中级 · 课程 · 1-3 个月