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

    University of Glasgow

    Skills you'll gain: Data Mining, Deep Learning, Clinical Data Management, Health Informatics, Responsible AI, Applied Machine Learning, Feature Engineering, Machine Learning, Predictive Modeling, Artificial Intelligence, Artificial Neural Networks, 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

    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, Keras (Neural Network Library), Large Language Modeling, Tensorflow, Deep Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Responsible AI, Time Series Analysis and Forecasting

  • 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, Marketing Management, 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

  • 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

  • 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, Portfolio Management, Java Programming, Active Listening, Dimensionality Reduction, Deep Learning, Matplotlib, Econometrics, Web Services, R Programming, Digital Communications

  • Pontificia Universidad Católica de Chile

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

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Revenue Management, Database Design, Diagnostic Tests, Data Ethics, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Public Key Infrastructure, Predictive Analytics, Statistical Reporting, Social Determinants Of Health, Unsupervised Learning, Data Visualization, Matplotlib, Deep Learning, Digital Transformation

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Dimensionality Reduction, Data Science, Descriptive Analytics, Predictive Modeling, Visualization (Computer Graphics), Data Analysis, Data-Driven Decision-Making, Pandas (Python Package), 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, Reinforcement Learning, Data Storytelling, Unsupervised Learning, Computer Vision, Deep Learning, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Statistical Analysis, Financial Data, Marketing Analytics, MLOps (Machine Learning Operations), Strategic Decision-Making, Descriptive Analytics, Simulations, Random Forest Algorithm, Operations Research, Stakeholder Engagement

  • Skills you'll gain: Performance Measurement, Business Planning, Data Storytelling, Time Series Analysis and Forecasting, Business Modeling, Human Resource Strategy, Selling Techniques, Financial Statements, Strategic Marketing, Portfolio Management, Digital Transformation, Entrepreneurial Finance, Team Leadership, Marketing Planning, Branding, Corporate Sustainability, IT Management, Teamwork, Agile Product Development, Risk Analysis

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