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: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering
中级 · 课程 · 3-6 个月

IBM
您将获得的技能: 机器学习, 统计推理, 功能工程, 统计分析, 数据分析, 数据清理, 探索性数据分析, 异常检测, 概率与统计, 统计假设检验, 统计方法, 数据科学, 数据操作, 数据预处理, 数据导入/导出, 数据访问, 应用机器学习
中级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Machine Learning, Machine Learning Algorithms, Classification Algorithms, Regression Analysis, Probability & Statistics, Linear Algebra
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中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Scikit Learn (Machine Learning Library), Tensorflow, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Embeddings, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
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初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, MLOps (Machine Learning Operations), Cloud Deployment, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Machine Learning, Data Mining, Data Cleansing, Deep Learning, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

Alberta Machine Intelligence Institute
您将获得的技能: 机器学习, Data Validation, 产品生命周期管理, 决策树学习, 负责任的人工智能, 数据清理, 项目管理, 模型部署, MLOps(机器学习运营), 数据预处理, 分类算法, 数据质量, 机器学习算法, 数据验证, 功能工程, 数据伦理, 模型评估, Model Evaluation, 监督学习, Jupyter, 业务运营, 应用机器学习
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: 机器学习, 统计推理, 统计分析, Plotly, GitHub, 统计机器学习, 统计建模, 探索性数据分析, 概率与统计, Rmarkdown, 回归分析, 交互式数据可视化, R 程序设计, 数据可视化, 统计假设检验, 机器学习算法, 预测建模, 模型评估, 数据展示, Model Evaluation, 闪亮(R 套件)
中级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Jenkins, Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, Java, Continuous Deployment, Java Programming, Federated Learning, Artificial Intelligence, Model Evaluation, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning
中级 · 专项课程 · 1-3 个月

Wesleyan University
您将获得的技能: 机器学习, 无监督学习, 数据分析, 功能工程, 统计分析, 探索性数据分析, 决策树学习, 分类与回归树 (CART), 模型评估, 回归分析, Python 编程, 机器学习算法, 随机森林算法, 数据挖掘, 预测分析, Model Evaluation, 应用机器学习
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 机器学习, 监督学习, 云计算, 开发环境, Google Cloud 平台, 脚本, 深度学习, 人工神经网络, 张力流
初级 · 项目 · 不超过 2 小时