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

    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: 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

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

  • 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, Marketing Analytics, Deep Learning, Computer Vision, Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, MLOps (Machine Learning Operations), Financial Statement Analysis, Simulations, Exploratory Data Analysis, Dashboard, Statistical Analysis, Random Forest Algorithm, Operations Research

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Customer Analysis, Data Ethics, Large Language Modeling, Revenue Management, FinTech, Business Analytics, Data Mining, Spatial Data Analysis, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Supervised Learning, Social Determinants Of Health, Gerontology, Cloud Security, Plot (Graphics), Governance, Matplotlib

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Customer Analysis, Revenue Management, FinTech, Business Analytics, Data Mining, Unsupervised Learning, Spatial Data Analysis, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Social Determinants Of Health, Gerontology, Cloud Security, Data Ethics, Plot (Graphics), Governance, Matplotlib, Risk 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: Predictive Analytics, Supervised Learning, Data Cleansing, Plot (Graphics), Matplotlib, Regression Analysis, Unsupervised Learning, Dimensionality Reduction, Statistical Machine Learning, Descriptive Analytics, Predictive Modeling, Visualization (Computer Graphics), Data Analysis, Applied Machine Learning, Exploratory Data Analysis, Data Science, Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Visualization Software