预测建模课程可以帮助您学习统计技术、数据预处理、Regression 分析和时间序列预测。您可以掌握评估模型性能、特征选择和解释结果的技能,从而做出明智的预测。许多课程都会介绍 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专项库,这些工具支持在各行各业实施预测模型和有效应用 AI 技术。
Universidad de los Andes
您将获得的技能: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Time Series Analysis and Forecasting, Looker (Software), Data Visualization, Financial Forecasting, Forecasting, Marketing Analytics, Advertising, Applied Machine Learning, Pandas (Python Package), Matplotlib, Operations Research, Random Forest Algorithm, Natural Language Processing, Mathematical Modeling
提供的学分
MasterTrack · 6-12 个月

Google Cloud
您将获得的技能: AI Security, Large Language Modeling, Model Deployment, Prompt Engineering, Application Security, Security Controls, Integration Testing, Application Programming Interface (API), System Configuration, Application Development
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: AI Security, Open Web Application Security Project (OWASP), Model Deployment, Large Language Modeling, Threat Modeling, Security Controls, Google Cloud Platform, Cloud API, API Design, System Configuration
初级 · 课程 · 1-3 个月
O.P. Jindal Global University
您将获得的技能: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Project Estimation, Business Analytics, Financial Statement Analysis, Global Marketing, Financial Accounting, Predictive Analytics, Marketing Planning, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis
获得学位
学位 · 1-4 年

Birla Institute of Technology & Science, Pilani
您将获得的技能: Encryption, Cybersecurity, Network Security, Data Security, Cryptography, Cyber Security Policies, Data Integrity, Authentications
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Vector Databases, Gemini, Generative AI, Large Language Modeling, Prompt Engineering, Responsible AI
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Cross Platform Development, PyTorch (Machine Learning Library), Cloud Deployment, Applied Machine Learning, Application Performance Management, Development Environment, Hardware Architecture
中级 · 课程 · 1-4 周
Emory University
您将获得的技能: 市场营销, Model Evaluation, 留住客户, 预测, 营销分析, 客户获取管理, 客户分析, Microsoft Excel, 回归分析, 客户需求规划, 模型评估, 时间序列分析和预测, 营销效果, 消费者行为
中级 · 课程 · 1-4 周
您将获得的技能: Responsible AI, Data Ethics, Google Gemini, Marketing Analytics, Generative AI, AI Enablement, Governance, AI Security, Sales Strategy, Customer Insights, Marketing Strategies, ChatGPT, Persona Development, Marketing Effectiveness, Social Media Campaigns, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
初级 · 指导项目 · 不超过 2 小时
Stanford University
您将获得的技能: Algorithm, 统计推理, 马尔可夫模型, 抽样(统计), 概率与统计, 应用机器学习, 贝叶斯网络, 机器学习方法, 概率分布, 算法, 机器学习算法, 计算思维, 统计方法, 图论
高级设置 · 课程 · 1-3 个月