Complete Time Series Forecasting Bootcamp in Python (2025) | Udemy

Master Time Series Forecasting: From Fundamentals to Deep Learning

Unlock the power of predictive analytics in this comprehensive 12-hour course designed specifically for aspiring data scientists. Whether you’re looking to forecast market trends, optimize supply chains, or predict weather patterns, this course will equip you with the essential skills to tackle real-world forecasting challenges.

What You’ll Learn

Transform from a beginner to a confident practitioner through our carefully structured curriculum. Starting with fundamental statistical models, you’ll progress to implementing cutting-edge deep learning architectures. Along the way, you’ll master:

• Classical forecasting methods (ARIMA, SARIMA, SARIMAX)
• Advanced techniques like exponential smoothing, TBATS, and the Theta model
• Deep learning architectures for time series
• Facebook’s Prophet framework

Why This Course Stands Out

• 14+ hands-on projects that reinforce your learning
• 100% Python-based curriculum with complete code implementations
• Real-world applications across finance, economics, retail, and supply chain
• Progressive learning path from basics to advanced concepts

Perfect For You If…

You’re new to time series forecasting but have basic Python programming skills. No prior forecasting experience needed – we’ll guide you through every step, from understanding the fundamentals to implementing advanced predictive models.

Course Structure

The curriculum flows naturally from foundational concepts to advanced applications:

1. Core statistical methods and their practical implementation
2. Multivariate forecasting techniques for complex datasets
3. Deep learning approaches built from the ground up
4. Modern frameworks and state-of-the-art architectures

About Your Instructor

Learn from an industry expert at the forefront of time series innovation. I am a contributor at Nixtla, a leader in open-source forecasting technology, and an active developer of NeuralForecast, the Python package renowned for its lightning-fast deep learning implementations. This isn’t just theoretical knowledge – it’s practical insight from someone who shapes the tools that industry leaders use today.

By the end of this course, you’ll have the skills and confidence to tackle diverse forecasting challenges across any industry. Join us to master one of the most valuable skills in data science, backed by extensive hands-on practice and real-world applications.

Ready to predict the future? Enroll now and transform your data science journey.