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: 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

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

  • 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

  • Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Relational Databases, Data Structures, Linear Algebra, Cloud Computing Architecture, Data Warehousing, Database Management, Data Visualization, Social Network Analysis, Algorithms, Deep Learning, Oral Comprehension, Java Programming, Dimensionality Reduction, Matplotlib, Econometrics, Portfolio Management, R Programming, Pivot Tables And Charts

  • Status: Preview

    DeepLearning.AI

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

  • Illinois Institute of Technology

    Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Application, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Machine Learning Algorithms, SQL, Big Data, Deep Learning, Bayesian Statistics, Statistical Inference, Technical Communication, Regression Analysis, Data Validation

  • Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Reinforcement Learning, Deep Learning, Computer Vision, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Strategic Decision-Making, Financial Data, Marketing Analytics, Statistical Analysis, Descriptive Analytics, Simulations, Data Management, Random Forest Algorithm, Operations Research, Stakeholder Engagement

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Revenue Management, Customer Analysis, Descriptive Analytics, People Analytics, FinTech, Unsupervised Learning, Biostatistics, Gerontology, Database Design, Social Network Analysis, Time Series Analysis and Forecasting, Social Determinants Of Health, Cloud Security, Data Visualization, Health Informatics, Matplotlib, Risk Analysis, Bayesian Statistics, Data Mining, Spatial Data Analysis

  • Skills you'll gain: Data Storytelling, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Operations Research, Supervised Learning, NoSQL, Exploratory Data Analysis, Extract, Transform, Load, Database Management, Database Management Systems, Database Systems, Time Series Analysis and Forecasting, Natural Language Processing

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Revenue Management, Data Ethics, Customer Analysis, Descriptive Analytics, People Analytics, FinTech, Large Language Modeling, Biostatistics, Gerontology, Database Design, Social Network Analysis, Time Series Analysis and Forecasting, Social Determinants Of Health, Unsupervised Learning, Cloud Security, Data Visualization, Matplotlib, Risk Analysis, Bayesian Statistics, Data Mining

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