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…
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
Related credentials
The Chartered Data Scientist (CDS™) Designation
Achieve the highest distinction in the data science profession.
ADaSci Certified Data Engineer (ACDE)
The ADaSci Certified Data Engineer program is a 30-hour self-paced online certification designed to build practical expertise in modern data engineering. It offers end-to-end training in designing scalable data pipelines, managing cloud infrastructure, and ensuring data quality and governance.