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

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

  • Status: Preview

    DeepLearning.AI

    Skills you'll gain: Natural Language Processing, Generative AI, Large Language Modeling, Tensorflow, Deep Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Generative Model Architectures, Responsible AI, Time Series Analysis and Forecasting

  • 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: Free Trial

    Johns Hopkins University

    Skills you'll gain: Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Geospatial Information and Technology, Data Presentation, Color Theory, Graphic and Visual Design, Tree Maps, Visualization (Computer Graphics), Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Heat Maps, Computer Displays, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Mapping, Scatter Plots, Scalability

  • Status: Free Trial

    Fundação Instituto de Administração

    Skills you'll gain: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Marketing, Consumer Behaviour, Sales Strategy, Customer Analysis, Marketing Strategy and Techniques, Data-Driven Decision-Making, Data Visualization Software, Customer Engagement, Market Analysis, Key Performance Indicators (KPIs), Analytics, Data Analysis, Target Market, Time Series Analysis and Forecasting, E-Commerce, Performance Measurement

  • Status: New
    Status: Free Trial

    Skills you'll gain: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Applied Machine Learning, Text Mining, Application Programming Interface (API), Time Series Analysis and Forecasting, Data Processing, Restful API

  • Status: Free Trial

    Fundação Instituto de Administração

    Skills you'll gain: Marketing Analytics, Data-Driven Decision-Making, Marketing, Customer Analysis, Market Analysis, Marketing Strategies, Data Analysis, Time Series Analysis and Forecasting, Product Knowledge, Data Visualization Software, Cross Selling, Product Promotion, Python Programming, Key Performance Indicators (KPIs)

  • 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, Java Programming, Active Listening, Dimensionality Reduction, Deep Learning, Matplotlib, Econometrics, Web Services, R Programming, Pivot Tables And Charts, Artificial Intelligence

  • Pontificia Universidad Católica de Chile

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

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Data Visualization, Exploratory Data Analysis, Supervised Learning, Matplotlib, Dimensionality Reduction, Data Science, Descriptive Analytics, Data Analysis, Pandas (Python Package), Predictive Modeling, Visualization (Computer Graphics), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Machine Learning Algorithms, Statistical Machine Learning, Data Visualization Software, Statistical Visualization

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

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