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, 统计分析, 统计推理, 预测, 数学建模, 软件安装, 统计建模, Model Evaluation, 时间序列分析和预测, 概率与统计, 数据可视化, R 语言程序设计（中文版）, 数据分析, 相关性分析
状态：免费试用DeepLearning.AI
您将获得的技能: 卷积神经网络, 机器学习, 深度学习, 数据预处理, 人工神经网络, 预测, 递归神经网络 (RNN), 预测建模, 应用机器学习, 时间序列分析和预测, 张力流
您将获得的技能: 深度学习, 无监督学习, 统计分析, 数据预处理, 数据转换, 预测, 降维, Jupyter, 预测建模, 应用机器学习, Pandas（Python 软件包）, 时间序列分析和预测, Model Evaluation, 统计方法
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University of California, Santa Cruz
您将获得的技能: 回归分析, 统计推理, 预测, R（软件）, 统计分析, 贝叶斯统计, 统计建模, 数学建模, 时间序列分析和预测, R 语言程序设计（中文版）, Model Evaluation, 数据分析
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
是什么让您今天来到 Coursera？
状态：免费试用您将获得的技能: 回归分析, 数据预处理, 数据转换, Matplotlib, 数据驱动的决策制定, 数据操作, 统计分析, Python 程序设计, 数据科学, 探索性数据分析, Pandas（Python 软件包）, 数据可视化, 数据导入/导出, NumPy, 预测建模, 数据分析, Model Evaluation, 数据清理, Scikit-learn （机器学习库）
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Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
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, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Advanced Analytics, Statistical Modeling, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Model Evaluation, Automation
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, Statistical Methods, R (Software), Data Mining, Statistical Programming
状态：免费试用Rice University
您将获得的技能: 描述性统计, 统计, 统计推理, 回归分析, 微软Excel, 电子表格软件, 制图, 数据展示, 统计分析, Excel 公式, 统计假设检验, 样本量的确定, 透视表和图表, 数据分析, 概率与统计, 概率分布, Model Evaluation, 商业分析, 统计方法, 统计建模
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
- 专业模型：时间序列和生存分析: IBM
- Introduction to Time Series: Illinois Tech
- 贝叶斯统计：时间序列分析: University of California, Santa Cruz
- Time Series Mastery: Forecasting with ETS, ARIMA, Python: Coursera
- 使用 Python 进行数据分析: IBM
- Statistics and Applied Data Analysis: University of Colorado Boulder
- Introduction to Data Science Techniques: Illinois Tech
- Analyzing Time Series and Sequential Data: SAS
