Time Series Analysis and Forecasting

Time Series Analysis and Forecasting is a statistical technique that deals with time series data, or data that is ordered chronologically. This method is widely used for non-stationary data, such as economic, weather, stock price, and sales data. Coursera's Time Series Analysis and Forecasting catalogue offers the knowledge to understand various statistical models and use them to forecast future data points. You'll learn to analyze time-dependent data, handle trends and seasonality, predict future values, and understand the mathematical and statistical foundations of time series. This skill is essential for roles such as data scientists, financial analysts, economists, and business analysts, and you'll gain expertise in essential tools and software used in time series analysis.
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Explore the Time Series Analysis Course Catalog

  • Status: Preview

    Skills you'll gain: Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Machine Learning Methods, Time Series Analysis and Forecasting, Algorithms

  • Status: Preview

    Universidad Austral

    Skills you'll gain: Data Visualization Software, Tree Maps, Tableau Software, Interactive Data Visualization, Geospatial Mapping, Data Mapping, Spatial Data Analysis, Graphing, Heat Maps, Scatter Plots, Data Presentation, Histogram, Time Series Analysis and Forecasting

  • Status: Free Trial

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Data Analysis, Data Processing

  • Status: Free

    Skills you'll gain: Amazon Web Services, Data Management, Time Series Analysis and Forecasting, Real Time Data

  • Skills you'll gain: Google Gemini, Customer Analysis, Machine Learning Methods, Artificial Intelligence, Generative AI, Data Integration, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Marketing Strategies

  • Indian Statistical Institute

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Statistical Machine Learning, Statistical Analysis, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Statistical Inference, Economics, Statistical Modeling, R Programming, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, Demography, International Finance

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Diagnostic Tests, Customer Analysis, Revenue Management, Descriptive Analytics, People Analytics, FinTech, NoSQL, Social Network Analysis, Time Series Analysis and Forecasting, Public Key Infrastructure, Predictive Analytics, Statistical Reporting, Social Determinants Of Health, Gerontology, Digital Transformation, Bayesian Statistics, Risk Analysis, Deep Learning, Exploratory Data Analysis, Unsupervised Learning

  • Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Relational Databases, Data Structures, Linear Algebra, Data Warehousing, Database Management, Data Visualization, Social Network Analysis, Algorithms, Deep Learning, Java Programming, Active Listening, Dimensionality Reduction, Matplotlib, Econometrics, Web Services, R Programming, Pivot Tables And Charts, Artificial Intelligence

  • Skills you'll gain: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Computer Vision, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Marketing Analytics, Bayesian Network, Pandas (Python Package), Descriptive Analytics, Exploratory Data Analysis, Analytics, Simulations, Data Management, Random Forest Algorithm

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