预测课程可以帮助您学习时间序列分析、Regression 技术和需求规划。您可以培养解读数据 Model、根据历史趋势进行预测和评估预测模型的技能。许多课程都会介绍一些工具,如用于数据分析的 Excel、用于统计分析的 R 和用于实现机器学习算法的 Python。这些技能和工具对于在金融、供应链管理和营销等不同领域做出明智决策至关重要。

IBM
您将获得的技能: 生成式对抗网络(GANs), 卷积神经网络, Python 编程, 分类算法, 统计方法, 降维, 数据科学, 深度学习, 强化学习, 机器学习, 数据预处理, 递归神经网络 (RNN), 数据分析, 探索性数据分析, 监督学习, 无监督学习, 功能工程, 时间序列分析和预测, 自动编码器, 回归分析
攻读学位
中级 · 专业证书 · 3-6 个月

您将获得的技能: Financial Forecasting, Revenue Forecasting, Market Dynamics, Forecasting, Market Trend, Financial Data, Customer Demand Planning, Trend Analysis, Market Analysis, Market Intelligence, Revenue Management, Consumer Behaviour, Financial Planning
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 及时工程, 内容创作, 负责任的人工智能, 数据驱动决策, 人工智能和机器学习(AI/ML), 业务转型, 人工智能, 财务预测, 人工智能赋能, 数字化转型, 生成式人工智能, 商业道德
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Data Preprocessing, Data Ethics, Model Evaluation, Responsible AI, Performance Reporting, Business Communication
中级 · 课程 · 1-4 周

您将获得的技能: Financial Modeling, Financial Statement Analysis, Income Statement, Variance Analysis, Financial Analysis, Financial Forecasting, Balance Sheet, Revenue Forecasting, Cash Flows, Capital Budgeting, Cost Accounting, Business Valuation, Cash Flow Forecasting, Corporate Finance, Business Analysis, Model Evaluation
初级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Strategic Decision-Making, Data Presentation, Predictive Modeling, Statistical Hypothesis Testing, Risk Mitigation, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Tree Learning, Keras (Neural Network Library)
中级 · 专项课程 · 3-6 个月

您将获得的技能: Financial Forecasting, Financial Modeling, Revenue Forecasting, Profit and Loss (P&L) Management, Business Modeling, Cost Estimation, Cash Flow Forecasting, Budget Management, Financial Analysis, Market Trend, Risk Mitigation, Variance Analysis
中级 · 课程 · 1-4 周
Starweaver
您将获得的技能: Financial Modeling, Microsoft Excel, Financial Forecasting, Excel Formulas, Revenue Forecasting, Financial Analysis, Business Modeling, Financial Statements, Risk Analysis, Balance Sheet, Forecasting, Data Validation, Cash Flows, Accounting, Working Capital, Operational Excellence
初级 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 卷积神经网络, 模型评估, 计算机视觉, 分类算法, 自然语言处理, 机器学习, 深度学习, 时间序列分析和预测, 迁移学习, 生成式人工智能, 应用机器学习, 张力流, 数据预处理, 嵌入, 图像分析, 预测, 人工神经网络, 递归神经网络 (RNN), Keras(神经网络库), 预测建模
中级 · 专业证书 · 3-6 个月

您将获得的技能: Time Series Analysis and Forecasting, Forecasting, Predictive Modeling, R Programming, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Financial Forecasting, Model Evaluation, Data Presentation, Technical Communication, Exploratory Data Analysis, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, R (Software), Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Predictive Analytics, Feature Engineering, Regression Analysis, Data Analysis, Data Preprocessing, Data Manipulation, Data Cleansing, Data Wrangling, Forecasting, Data Validation, Workflow Management, Statistical Modeling, Data Transformation, Exploratory Data Analysis
初级 · 课程 · 1-4 周