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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Results for "time series analysis and forecasting"

  • Status: Free Trial

    Skills you'll gain: Shiny (R Package), Deep Learning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Classification And Regression Tree (CART), Unsupervised Learning, Predictive Modeling, Regression Analysis, Dimensionality Reduction, Network Architecture, Interactive Data Visualization, Time Series Analysis and Forecasting, Data Processing

  • Status: Free Trial

    Skills you'll gain: PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Deep Learning, Applied Machine Learning, Network Architecture, Time Series Analysis and Forecasting, Machine Learning, Data Processing

  • Status: Free Trial

    Skills you'll gain: Microsoft Copilot, Forecasting, Time Series Analysis and Forecasting, Responsible AI, Sales Pipelines, Sales Strategy, Sales, Sales Enablement, Enterprise Sales, Sales Management, Microsoft 365, Artificial Intelligence, Data Integration, Data Management

  • Status: Free Trial

    Skills you'll gain: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Data Visualization Software, Spatial Analysis, Dashboard, Analysis, Analytics, Data Visualization, Time Series Analysis and Forecasting, Business Analytics, Interactive Data Visualization, Data-Driven Decision-Making, Predictive Analytics, Business Reporting

  • Status: Free Trial

    Universidad de los Andes

    Skills you'll gain: Financial Forecasting, Financial Analysis, Financial Modeling, Analytics, Time Series Analysis and Forecasting, Statistical Analysis, Risk Analysis, Technical Analysis, Predictive Modeling, Risk Management, Data Transformation, Machine Learning Methods, Statistical Methods, Artificial Neural Networks

  • Status: New
    Status: Preview

    O.P. Jindal Global University

    Skills you'll gain: Econometrics, Regression Analysis, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Probability Distribution

  • Skills you'll gain: Portfolio Management, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Object Oriented Programming (OOP), Simulations, Regression Analysis, Jupyter, Python Programming, Pandas (Python Package), NumPy, Matplotlib, Data Manipulation

  • Status: Free Trial

    Skills you'll gain: Pivot Tables And Charts, Customer Analysis, Probability Distribution, Customer Demand Planning, Marketing Analytics, Forecasting, Descriptive Statistics, Social Media Marketing, Exploratory Data Analysis, Probability, Statistical Analysis, Target Market, Marketing Effectiveness, Social Media, Revenue Forecasting, Time Series Analysis and Forecasting, Statistics, Predictive Modeling, Microsoft Excel, Marketing

  • Status: New

    Skills you'll gain: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Applied Machine Learning, Big Data, Serverless Computing, Machine Learning, Data Analysis, Time Series Analysis and Forecasting

  • Status: Free Trial

    Universidad de los Andes

    Skills you'll gain: Technical Analysis, Portfolio Management, Investments, Financial Forecasting, Financial Trading, Financial Analysis, Financial Market, Financial Modeling, Analytics, Capital Markets, Time Series Analysis and Forecasting, Statistical Analysis, Market Trend, Securities Trading, Applied Machine Learning, Equities, Predictive Modeling, Risk Management, Performance Analysis, Risk Analysis

  • Status: New
    Status: Free Trial

    Skills you'll gain: Scalability, Time Series Analysis and Forecasting, Predictive Modeling, Programming Principles, Data Import/Export, Exploratory Data Analysis, Scripting, Statistical Analysis, Data Analysis, Data Processing, Data Manipulation, Applied Machine Learning, File Management, Mathematical Software

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Machine Learning Algorithms, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Text Mining, Applied Machine Learning, Time Series Analysis and Forecasting, Data Processing, Supervised Learning, Predictive Modeling, Python Programming, Regression Analysis, Feature Engineering, Jupyter, Pandas (Python Package), Natural Language Processing, Statistical Analysis, Performance Metric

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