Time Series Analysis '26
Time Series Analysis (TSA) is a crucial statistical technique used to analyze and predict trends in sequential data points over time. It plays a vital role in fields like finance, economics, supply chain management, and AI-driven forecasting. From stock market prediction to weather forecasting and demand planning, TSA enables data-driven decision-making by identifying patterns and dependencies in time-based data.
This 5-week comprehensive course is designed to provide a structured, guided path to mastering Time Series Analysis from scratch. Whether you're a beginner or someone looking to refine your skills, this course will equip you with the essential concepts, practical applications, and hands-on project experience to apply TSA techniques effectively.
What You Will Learn
Introduction to Time Series Data & Its Applications
Statistical Methods for TSA (AR, MA, ARIMA, SARIMA)
Machine Learning & Deep Learning for TSA
Feature Engineering & Data Preprocessing for TSA
Forecasting & Real-World Case Studies
Hands-on Project to Implement Your Learnings
Why Join This Course:
Structured & Beginner-Friendly – Start from the fundamentals and progress to advanced concepts.
Hands-on Experience – Apply your learning through a real-world project at the end of the course.
Certificate of Completion – Boost your profile with a recognized certification.
Who Should Enroll:
Students & Professionals interested in data science, AI, and analytics
Analysts & Business Consultants looking to improve their forecasting skills
Finance, Supply Chain & Marketing professionals needing predictive insights
Anyone passionate about time series modeling and data-driven decision-making
About the Organizers:
The Consulting and Analytics Club, IIT Guwahati, is one of India's premier student-led bodies, specializing in data analytics, business consulting, and problem-solving. With expertise in machine learning, data-driven decision-making, and business intelligence, the club has mentored students and professionals in mastering analytical tools and frameworks.
This course is designed to replicate industry best practices, ensuring that learners not only understand TSA theories but also gain practical insights applicable to business and research environments.