统计建模课程可以帮助您学习回归分析、假设检验和数据可视化技术。您可以培养解释统计结果、验证 Data Model 和根据数据进行预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施统计方法和有效分析数据集。

您将获得的技能: Collaborative Software, Large Language Modeling, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Transfer Learning, Data Quality, AI Workflows, Model Deployment
中级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Graph Theory, Network Analysis, Social Network Analysis, Combinatorics, Network Model, Mathematical Modeling, Data Structures, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Problem Solving
中级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Predictive Modeling, Big Data, Artificial Intelligence and Machine Learning (AI/ML), SQL, Python Programming, Customer Relationship Management
中级 · 课程 · 1-4 周

Fundação Instituto de Administração
您将获得的技能: Marketing Analytics, Data Visualization, Sales Strategy, Marketing Strategies, Digital Media Strategy, Data Visualization Software, Customer Engagement, Analytics, Consumer Behaviour, Market Analysis, Regression Analysis, Statistical Analysis, Exploratory Data Analysis, Pandas (Python Package), Decision Tree Learning, Decision Making, Logistic Regression, Artificial Neural Networks
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Data Validation, Generative AI, Large Language Modeling
中级 · 项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Customer Analysis, A/B Testing, Data Mining, Business Analysis, Analytical Skills, Ideation, Advanced Analytics, Applied Machine Learning, Process Mapping, Problem Solving, Critical Thinking
初级 · 专项课程 · 3-6 个月

您将获得的技能: Programming Principles, Development Environment, Scripting, Scripting Languages, Integrated Development Environments, Software Development Tools, Style Guides
初级 · 课程 · 3-6 个月

Universidades Anáhuac
您将获得的技能: Data Cleansing, Database Management, SQL, Databases, Data Visualization Software, Pandas (Python Package), Data Science, Jupyter, Data Manipulation, Web Scraping, Data Processing, Data Collection, Python Programming, Matplotlib, Machine Learning
初级 · 课程 · 1-4 周

Universidades Anáhuac
您将获得的技能: Interactive Data Visualization, Infographics, Data Storytelling, Data Presentation, Data Visualization Software, User Experience Design, Multimedia, Statistical Visualization, Data Analysis, Information Architecture, Design Elements And Principles
初级 · 课程 · 1-3 个月

Edureka
您将获得的技能: PySpark, Applied Machine Learning, Machine Learning Methods, Machine Learning, Logistic Regression
中级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Innovation, Product Lifecycle Management, New Product Development, Design Thinking, Product Development, Product Management, Business Modeling, Product Strategy, Customer experience strategy (CX), Product Marketing, Key Performance Indicators (KPIs), Value Propositions, Performance Measurement, Portfolio Management, Customer Insights, Business Metrics, Customer experience improvement, Business Strategy, Persona Development, Lean Methodologies
初级 · 课程 · 1-3 个月