机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

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

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 模型评估, 大型语言模型, 负责任的人工智能, 数据预处理, 机器学习, 人工智能, 个人身份信息, 分析技能, 预测分析, 信息隐私, 博弈论, 预测建模, AI 安全, 道德标准与行为, 机器学习算法, AI 赋能, 数据伦理, OpenAI, 数据收集, Algorithm
初级 · 专项课程 · 3-6 个月
Starweaver
您将获得的技能: Cyber Threat Hunting, Splunk, Threat Detection, Jupyter, Anomaly Detection, Threat Management, Cybersecurity, Data Analysis, Data Science, Applied Machine Learning, Security Information and Event Management (SIEM), Pandas (Python Package), Interactive Data Visualization, Data Cleansing, Data Transformation, MLOps (Machine Learning Operations), Unsupervised Learning, Machine Learning Methods, Automation
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: Matplotlib, 模型评估, 数据操作, Pandas(Python 软件包), 数据可视化软件, 数据扫盲, 机器学习, 数据预处理, 无监督学习, 分类算法, Scikit-learn (机器学习库), 预测建模, Tableau 软件, 数据可视化, Python 程序设计, 数据展示, Excel 宏, Jupyter, 探索性数据分析, 机器学习算法
攻读学位
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 数据操作, Matplotlib, 数据可视化软件, Pandas(Python 软件包), 模型评估, 交互式数据可视化, 数据预处理, 监督学习, 自然语言处理, 科学可视化, 图论, 社交网络分析, 功能工程, 应用机器学习, Python 程序设计, 网络分析, 数据可视化, NumPy, 可视化(计算机制图), 文本挖掘
中级 · 专项课程 · 3-6 个月

您将获得的技能: R Programming, Predictive Analytics, Applied Machine Learning, Business Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Data Preprocessing, Keras (Neural Network Library), Google Cloud Platform, Data Quality, Applied Machine Learning, Data Cleansing, Machine Learning, Logistic Regression, Data Pipelines, Data Strategy, Supervised Learning, Model Evaluation, Model Deployment, Dataflow, Performance Tuning, Artificial Neural Networks, MLOps (Machine Learning Operations)
中级 · 专项课程 · 3-6 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
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, AI Product Strategy, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
中级 · 专项课程 · 1-3 个月

您将获得的技能: Convolutional Neural Networks, Deep Learning, Transfer Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification Algorithms, Machine Learning, Supervised Learning, Data Processing, Linear Algebra
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 模型评估, 机器学习, 卷积神经网络, 负责任的人工智能, 无监督学习, PyTorch(机器学习库), 图像质量, 深度学习, 信息隐私, 生成对抗网络 (GAN), 生成模型架构, 生成式人工智能, 数据综合, 数据伦理, 人工神经网络, 图像分析
中级 · 专项课程 · 1-3 个月