Time Series 分析课程
Time Series Analysis 课程可以帮助您学习预测技术、季节分解和趋势分析。您可以掌握异常检测、时间序列建模和评估模型性能的技能。许多课程介绍了 Prediction、R 和 Pandas 和 Statsmodels 等专业库等工具，这些工具支持分析时序数据和实施预测模型。
热门时间序列分析课程和认证
状态：预览The State University of New York
您将获得的技能: 描述性统计, 统计建模, 预测, 数学建模, R 语言程序设计（中文版）, 统计分析, 数据分析, 统计推理, 概率与统计, Model Evaluation, 时间序列分析和预测, 相关性分析, 数据可视化, 软件安装
状态：免费试用DeepLearning.AI
您将获得的技能: 卷积神经网络, 预测, 人工神经网络, 张力流, 递归神经网络 (RNN), 深度学习, 机器学习, 预测建模, 数据预处理, 应用机器学习, 时间序列分析和预测
状态：新状态：预览您将获得的技能: Trend Analysis, Financial Data, Market Trend, Data-Driven Decision-Making, Financial Analysis, Data Visualization, Technical Analysis, Financial Market, Matplotlib, Financial Modeling, Correlation Analysis, Pandas (Python Package), Python Programming, Data Manipulation, Jupyter, Data Structures, Data Import/Export
状态：免费试用您将获得的技能: Forecasting, Time Series Analysis and Forecasting, Financial Forecasting, Trend Analysis, Predictive Modeling, Advanced Analytics, Statistical Analysis, Business Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Market Data, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Matplotlib, NumPy
您将获得的技能: Pandas（Python 软件包）, 预测, 降维, 统计分析, 数据转换, 深度学习, 应用机器学习, 预测建模, 无监督学习, Jupyter, 时间序列分析和预测, 数据预处理, 统计方法, Model Evaluation
状态：免费试用您将获得的技能: 回归分析, Python 程序设计, 数据操作, Pandas（Python 软件包）, Matplotlib, 统计分析, 预测分析, 数据转换, 预测建模, 数据分析, 数据预处理, 功能工程, 探索性数据分析, 数据导入/导出, NumPy, Scikit-learn （机器学习库）, 数据可视化, Model Evaluation, 数据清理
是什么让您今天来到 Coursera？
状态：免费试用University of California, Santa Cruz
您将获得的技能: 回归分析, 统计建模, 预测, 统计分析, R 语言程序设计（中文版）, 贝叶斯统计, 统计推理, 时间序列分析和预测, 概率分布
状态：免费试用Illinois Tech
您将获得的技能: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Visualization, Data Presentation, Probability & Statistics, Model Evaluation, Statistical Hypothesis Testing
状态：免费试用您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Statistical Methods, Regression Analysis, Data Transformation, Exploratory Data Analysis, Machine Learning Methods, Predictive Modeling, Advanced Analytics, Statistical Modeling, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Model Evaluation
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
状态：免费试用Macquarie University
您将获得的技能: 微软Excel, 趋势分析, 工艺优化, 预测, 制图, 统计可视化, 数据展示, 预测建模, Excel 公式, 时间序列分析和预测, Model Evaluation
您将获得的技能: Recurrent Neural Networks (RNNs), Forecasting, Statistical Modeling, Model Evaluation, Feature Engineering, Data Visualization Software
是什么让您今天来到 Coursera？
总之，以下是 10 最受欢迎的 time series analysis 课程
- 实用时间序列分析: The State University of New York
- 序列、时间序列和预测: DeepLearning.AI
- Apply Python for Practical Financial Data Analysis: EDUCBA
- Time Series Mastery: Forecasting with ETS, ARIMA, Python: Coursera
- 专业模型：时间序列和生存分析: IBM
- 使用 Python 进行数据分析: IBM
- 贝叶斯统计：时间序列分析: University of California, Santa Cruz
- Introduction to Time Series: Illinois Tech
- Analyzing Time Series and Sequential Data: SAS
- Statistics and Applied Data Analysis: University of Colorado Boulder
