Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施回归技术和分析数据集。
University of Washington
您将获得的技能: 统计推理, 概率与统计, 图论, 分类算法, 机器学习, 统计机器学习, 监督学习, 高级分析, 机器学习算法, 大数据, 预测分析, 统计分析, R 程序设计, 无监督学习, 数据分析, 统计方法
混合 · 课程 · 1-4 周

您将获得的技能: Requirements Analysis, Solution Design, Functional Requirement, Business Requirements, Scalability, Systems Integration
中级 · 课程 · 1-4 周

您将获得的技能: Cash Flows, Financial Modeling, Financial Analysis, Financial Statements, Credit Risk, Business Valuation, Balance Sheet, Banking, Operational Efficiency, Bank Regulations, Expense Management, Financial Forecasting, Income Statement, Profit and Loss (P&L) Management
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Image Quality, Data Preprocessing, Data Quality, Generative AI, Data Validation, Data Collection, Data Transformation, PyTorch (Machine Learning Library), Data Ethics, Data Management, Metadata Management
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 人工智能, 机器学习, 数据伦理, 人工智能赋能, 预测建模, 算法, 负责任的人工智能, 经济学, 机器学习算法, 模型评估, 道德标准与行为, 预测分析, 人工智能和机器学习(AI/ML), 生成式人工智能, Model Evaluation, Algorithm
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Retrieval-Augmented Generation, Natural Language Processing, Model Evaluation, Data Cleansing, Transfer Learning, Scalability
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 深度学习, Keras(神经网络库), 数据管道, 卷积神经网络, 嵌入, 自然语言处理, 模型评估, Model Evaluation, 递归神经网络 (RNN), 张力流, 迁移学习, Transfer Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Deep Learning, Performance Tuning, Applied Machine Learning, Performance Improvement, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Hugging Face, LLM Application, Generative AI, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, User Interface (UI), API Design, Computer Vision
初级 · 项目 · 不超过 2 小时

您将获得的技能: MLOps (Machine Learning Operations), Data Integrity, Data Quality, Data Maintenance, System Monitoring, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
中级 · 课程 · 1-4 周

University of Virginia
您将获得的技能: Model View Controller, Integrated Development Environments, Data Modeling, Database Design, Software Development Tools, NoSQL, Database Architecture and Administration, Application Programming Interface (API), OpenAI, ChatGPT, Version Control, Infrastructure Architecture, Artificial Intelligence, API Design
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Ethics, Data Validation, Generative AI, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Text Mining, Hugging Face, Data Collection, Unstructured Data, Data Transformation
中级 · 课程 · 1-4 周