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    • Time Series Analysis

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    143 results for "time series analysis"

    • Free

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      The State University of New York

      Practical Time Series Analysis

      Skills you'll gain: General Statistics, Probability & Statistics, Forecasting, Statistical Programming, Computer Programming, R Programming, Data Analysis, Algorithms, Correlation And Dependence, Data Visualization, Machine Learning, Mathematics, Plot (Graphics), Programming Principles, Statistical Analysis, Statistical Machine Learning, Statistical Tests, Theoretical Computer Science, Basic Descriptive Statistics, Bayesian Statistics, Data Analysis Software, Data Mining, Estimation, Experiment, Exploratory Data Analysis, Probability Distribution, Regression

      4.6

      (1.6k reviews)

      Intermediate · Course · 1-3 Months

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      Coursera Project Network

      Intro to Time Series Analysis in R

      Skills you'll gain: Data Analysis, Forecasting, General Statistics, Probability & Statistics, R Programming, Statistical Programming

      4.4

      (239 reviews)

      Beginner · Guided Project · Less Than 2 Hours

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      DeepLearning.AI

      Sequences, Time Series and Prediction

      Skills you'll gain: Machine Learning, Data Science, General Statistics, Probability & Statistics, Artificial Neural Networks, Deep Learning, Forecasting, Tensorflow, Communication, Marketing, Python Programming, Statistical Programming, Applied Machine Learning, Computer Programming

      4.7

      (4.7k reviews)

      Intermediate · Course · 1-4 Weeks

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      Coursera Project Network

      Time Series Analysis (ARIMA) with R

      Skills you'll gain: Forecasting, General Statistics, Probability & Statistics, R Programming

      Intermediate · Guided Project · Less Than 2 Hours

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      IBM Skills Network

      Specialized Models: Time Series and Survival Analysis

      Skills you'll gain: Forecasting, Machine Learning, Probability & Statistics, General Statistics, Deep Learning, Computer Graphic Techniques, Computer Graphics, Data Visualization, Statistical Visualization, Dimensionality Reduction

      4.5

      (104 reviews)

      Intermediate · Course · 1-4 Weeks

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      Macquarie University

      Excel Time Series Models for Business Forecasting

      Skills you'll gain: Business Analysis, Data Analysis, Forecasting, Microsoft Excel, Probability & Statistics, Spreadsheet Software, Data Analysis Software, General Statistics

      4.9

      (139 reviews)

      Intermediate · Course · 1-3 Months

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      University of California, Santa Cruz

      Bayesian Statistics: Time Series Analysis

      Skills you'll gain: Probability & Statistics, Forecasting, General Statistics, Bayesian Statistics, R Programming

      4.0

      (6 reviews)

      Intermediate · Course · 1-3 Months

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      Free

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      Erasmus University Rotterdam

      Econometrics: Methods and Applications

      Skills you'll gain: Advertising, Algebra, Communication, Econometrics, Forecasting, General Statistics, Marketing, Mathematics, Probability & Statistics, Regression

      4.6

      (1.1k reviews)

      Mixed · Course · 1-3 Months

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      Free

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      University of Geneva

      Global Statistics - Composite Indices for International Comparisons

      Skills you'll gain: Probability & Statistics, General Statistics

      4.6

      (46 reviews)

      Intermediate · Course · 1-3 Months

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      Coursera Project Network

      Tesla Stock Price Prediction using Facebook Prophet

      Skills you'll gain: Accounting, Business Analysis, Data Analysis, Data Visualization, Financial Analysis, Forecasting, General Statistics, Plot (Graphics), Probability & Statistics, Advertising, Communication, Machine Learning, Marketing

      4.4

      (76 reviews)

      Beginner · Guided Project · Less Than 2 Hours

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      Tufts University

      Business Analytics for Managers MasterTrack® Certificate

      Skills you'll gain: Data Management, Financial Analysis

      Credit offered

      Mastertrack · 6-12 Months

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      University of California, Santa Cruz

      Bayesian Statistics

      Skills you'll gain: Probability & Statistics, Bayesian Statistics, General Statistics, Probability Distribution, Data Science, Statistical Programming, R Programming, Regression, Forecasting, Machine Learning, Markov Model, Statistical Machine Learning, Bayesian Network, Basic Descriptive Statistics, Estimation, Experiment, Correlation And Dependence, Data Visualization, Machine Learning Algorithms, Statistical Tests, Statistical Visualization, Advertising, Business Analysis, Communication, Data Analysis, Graph Theory, Marketing, Mathematics, Statistical Analysis

      4.6

      (3.3k reviews)

      Intermediate · Specialization · 3-6 Months

    Searches related to time series analysis

    time series analysis (arima) with r
    practical time series analysis
    bayesian statistics: time series analysis
    intro to time series analysis in r
    specialized models: time series and survival analysis
    time series data visualization and analysis techniques
    analyzing time series and sequential data
    1234…12

    In summary, here are 10 of our most popular time series analysis courses

    • Practical Time Series Analysis: The State University of New York
    • Intro to Time Series Analysis in R: Coursera Project Network
    • Sequences, Time Series and Prediction: DeepLearning.AI
    • Time Series Analysis (ARIMA) with R: Coursera Project Network
    • Specialized Models: Time Series and Survival Analysis: IBM Skills Network
    • Excel Time Series Models for Business Forecasting: Macquarie University
    • Bayesian Statistics: Time Series Analysis: University of California, Santa Cruz
    • Econometrics: Methods and Applications: Erasmus University Rotterdam
    • Global Statistics - Composite Indices for International Comparisons: University of Geneva
    • Tesla Stock Price Prediction using Facebook Prophet: Coursera Project Network

    Skills you can learn in Probability And Statistics

    R Programming (19)
    Inference (16)
    Linear Regression (12)
    Statistical Analysis (12)
    Statistical Inference (11)
    Regression Analysis (10)
    Biostatistics (9)
    Bayesian (7)
    Logistic Regression (7)
    Probability Distribution (7)
    Bayesian Statistics (6)
    Medical Statistics (6)

    Frequently Asked Questions about Time Series Analysis

    • Time series analysis uses statistical techniques to determine how a sequence of numerical data points varies during a specific period of time. For example, time series analysis is used in the financial sector to track the prices of securities, commodities, and other assets to discover how they may vary seasonally. These techniques are important in business, science, public opinion polling, or any other field which seeks to understand how things change over time.

      The insights from time series analysis are often used for time series forecasting, which seeks predictions in the future changes in the value of a variable based on its movement in the past. Financial modeling and other applications of these techniques may also use linear regression to establish relationships between the variable of interest and other variables, such as overall economic factors like the unemployment rate or weather patterns.

      Even more powerful prediction engines can be developed using machine learning and deep learning approaches. The use of TensorFlow, R, and Python programming for increasingly sophisticated applications of time series analysis is making it possible to uncover complex patterns in vast datasets that would have been impossible - or, at least, very difficult and time-consuming - in the not-too-distant past.‎

    • Time series analysis skills are important for a wide range of careers in business, science, journalism, and many other fields. Whether you’re a biologist seeking to understand seasonal growth of an invasive species population or a political scientist analyzing trends in support for a candidate over the course of a campaign, time series analysis is a fundamental tool for describing change.

      The combination of time series analysis and time series forecasting is particularly useful in the world of finance, where quantitative analysts or “quants” that discover hidden correlations in the movements of stocks can generate incredible value for clients. According to the Bureau of Labor Statistics, analysts in securities, commodities, and other financial investments make a median annual salary of $98,690 per year and typically only have a bachelor’s degree, making this a high-paying job to begin your career in the business world.‎

    • Yes, absolutely! Coursera offers a breadth of learning opportunities across business as well as data science topics, including courses and Specializations that teach time series analysis skills. Wherever you live, you can learn about time series analysis remotely from top-ranked schools from around the world like the University of Pennsylvania, the State University of New York, Erasmus University Rotterdam, and The Hong Kong University of Science and Technology. You can also build skills in time series analysis by completing step-by-step tutorials alongside experienced instructors with Coursera’s Guided Projects.

      Regardless of what you choose, learning on Coursera gives you the flexibility to view and complete course materials on your own schedule, making this ideal for students as well as mid-career professionals looking to add new skills to their resume.‎

    • Skills you typically need when starting to learn time series analysis include technical skills and math skills. The technology is used for collecting and organizing data sets into usable information. In the area of math, you generally need to have some experience in statistics. It may also help if you have experience reading graphs and charts to interpret information. You might also have to use your technical skills to download software programs, such as R, that are needed for time series analysis learning. Python, machine learning, AI, statistics, and linear algebra are some other skills you may need to possess along with an interest in data analysis.‎

    • People who are curious and who have a passion for learning are typically best suited for time series analysis. People who are highly analytical may enjoy this field of work. Time series analysis can also be well suited to people who enjoy exploring advanced mathematical models and using highly technical computer programs. These people can come from many other technical fields, such as engineering or science. Additionally, people who are involved with AI-powered algorithms can be well suited for roles in time series analysis.‎

    • Time series analysis could be right for you if you enjoy learning about topics like statistical hypothesis testing and if you have an appreciation for complex mathematical models using statistics. If you find solving complex puzzles interesting, time series analysis could be right for you. Time series analysis could also be right for you if you’re working in a field that delivers large amounts of data and there is no good way to process that data. Learning time series analysis could potentially help you close that data processing gap.‎

    • Some career paths for someone in time series analysis include science, business, and engineering. Data analysts, financial analysts, and business analysts are also common career paths in this field. It can also typically be applied by people who specialize in machine learning and AI. Research is another common career path in this field. Time series analysis can be used by researchers to create models which can then be used to solve real-world problems.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.
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