Data Science · Beginner

    Time Series Analysis and Forecasting for Beginners to Advanced

    Automation is the key to becoming more efficient in industrial processes or corporate business metrics. The key to automating a process involves an in-depth understanding of time series data across different verticals. Time-series data ana…

    23+
    enrolled
    6 hrs
    of instruction
    7
    lectures
    4
    modules
    Time Series Analysis and Forecasting for Beginners to Advanced

    What's inside

    Readings
    6

    01 · What you'll be able to do

    Four things you can ship afterwards.

    Automation is the key to becoming more efficient in industrial processes or corporate business metrics. The key to automating a process involves an in-depth understanding of time series data across different verticals. Time-series data analysis helps find issues in the system and forecast the values to prepare for the future. Time series forecasting is used in many domains like weather forecasting, stock market, energy demand, retail etc. In this course, we will learn about time series data and its characteristics. We will learn about some baseline methods and deep learning techniques to predict time series data. Outline Introduction to Time Series Data Time-Series Characteristics Time Series Forecasting Using Baseline Methods Time Series Forecasting with Deep Learning Algorithms Tools for Time Series Data Generation, Analysis and Forecasting Applications of Time Series Forecasting Note: ADaSci Members get 50% discount and Premium Members get 100% discount on the course.

    Master time series data

    Master time series data analysis for informed predictive insights.

    Forecast accurately

    Forecast accurately using baseline methods and advanced deep learning techniques.

    Proficiently use tools

    Proficiently use tools for time series data generation and analysis.

    Apply forecasting skills

    Apply forecasting skills across industries for strategic decision-making readiness.

    02 · Curriculum

    What's in the course.

    4 modules · 7 lectures

    • Video 1: Introduction to Time Series DataReading
    • Video 2: Time-Series CharacteristicsReading
    • Video 3: Time Series Forecasting Using Baseline ModelsReading
    • Video 4: Time Series Forecasting with Deep Learning AlgorithmsReading

    04 · Is it for you?

    Who it's for, and what to bring.

    Built for

    • Beginners in AI and Data Science

    05 · FAQ

    Before you enrol.

    It is self-paced, with 7 lectures across 4 modules.

    $24.99

    Ready to start?

    $24.99, or free with Premium membership.

    Get Premium