Master Time Series Analysis and Forecasting with Python 2026

Time Series with Deep Learning (LSTM, TFT, N-BEATS), GenAI (Amazon Chronos), Prophet, Silverkite, ARIMA. Demand Forecast

Created by Diogo Alves de Resende
Udemy 36h 30m 10,555 enrolled English4.5

What you'll learn

Understand the fundamental principles of time series data and its significance in forecasting across various industries.
Differentiate between various time series forecasting models such as Exponential Smoothing, ARIMA, and Prophet, identifying when to use each model.
Apply Exponential Smoothing and Holt-Winters methods to seasonal and trend-based time series data to create accurate forecasts.
Implement SARIMA and SARIMAX models in Python, incorporating external variables to enhance the predictive power of your forecasts.
Develop time series models using advanced techniques such as Temporal Fusion Transformers (TFT) and N-BEATS to handle complex datasets.
Optimize forecasting models by tuning parameters and using ensemble methods to improve accuracy and reliability.
Evaluate the performance of different forecasting models using metrics such as MAE, RMSE, and MAPE, ensuring the robustness of your predictions.
Code Python scripts to automate the entire time series forecasting process, from data preprocessing to model deployment.
Implement deep learning models such as RNN and LSTM to accurately forecast complex time series data, capturing long-term dependencies.
Develop and optimize advanced forecasting solutions using Generative AI techniques like Amazon Chronos, incorporating state-of-the-art methods.

Requirements

  • Basic Statistics: Linear regression, p-value

About this course

Welcome to the most exciting online course about Forecasting Models in Python.

I will show you everything you need to know to understand the now and predict the future.

Forecasting is always sexy.

Knowing what will happen usually drops jaws and earns admiration.

On top, it is fundamental in the business world. Companies always provide Revenue growth and EBIT estimates, which are based on forecasts.

Who is doing them?

Well, that could be you!

WHY SHOULD YOU ENROLL IN THIS COURSE?

Master the Intuition Behind Forecasting Models

No need to get bogged down in complex math.

This Master Time Series Analysis and Forecasting with Python 2026 course emphasizes understanding the why behind each model. We simplify concepts with clear explanations, intuitive visuals, and real-world examples—focusing on what really matters so you can apply these techniques confidently.

Comprehensive Coverage of Cutting-Edge Techniques

You’ll dive deep into the most advanced and sought-after time series forecasting methods that are crucial in today’s data-driven world:

  • Exponential Smoothing & Holt-Winters – Handle trends and seasonality with elegance.
  • Advanced ARIMA Models (SARIMA & SARIMAX) – Incorporate external variables for enhanced forecasts.
  • Facebook Prophet – Robust, high-accuracy forecasts with minimal data prep.
  • Temporal Fusion Transformers (TFT) – State-of-the-art deep learning for multiple time series.
  • LinkedIn Silverkite – Flexible, powerful forecasting across contexts.
  • N-BEATS – Cutting-edge neural networks for diverse forecasting challenges.
  • GenAI with Amazon Chronos – Discover how generative AI is revolutionizing forecasting.
  • Google TSMixer (NEW) – Leverage Google’s breakthrough architecture for time series.
  • Amazon AutoGluon (NEW) – Automate high-performance forecasting pipelines.
  • Intermittent Time Series (NEW) – Tackle irregular, sporadic patterns with specialized techniques.
  • Classification for Time Series (NEW) – Expand beyond forecasting into predictive categorization.

Code Python Together, Line by Line

We’ll code side by side, ensuring you understand every step.

From data preparation to model implementation, you’ll learn how to write and refine each line of Python code needed to master these forecasting techniques.

Practice, Practice, Practice

Each lesson includes hands-on challenges and case studies, from sales to demand forecasting

You’ll apply what you’ve learned to real datasets, solve real-world problems, and solidify your skills through practical application.

Are You Ready to Predict the Future?

Did I spike your interest? Join me and learn how to predict the future!

Related coupons

Vim Masterclass
NewBest Seller

Vim Masterclass

Development
4.9👥 38.4k
$9.99$99.9990% OFF
Updated 14 hours ago

Udemy Course Reviews

Udemy Coupon Insights for Master Time Series Analysis and Forecasting with Python 2026

This Udemy coupon unlocks a guided path into Master Time Series Analysis and Forecasting with Python 2026, so you know exactly what outcomes to expect before you even press play.

Diogo Alves de Resende leads this Udemy course in Business, blending real project wins with step-by-step coaching.

The modules are sequenced to unpack Time Series Analysis step by step, blending theory with scenarios you can reuse at work while keeping the Udemy course reviews tone in mind.

Video walkthroughs sit alongside quick-reference sheets, checklists, and practice prompts that make it easy to translate the material into real projects, especially when you grab Udemy discounts like this one.

Because everything lives on Udemy, you can move at your own pace, revisit lectures from any device, and pick the payment setup that fits your budget—ideal for stacking extra Udemy coupon savings.

Diogo Alves de Resende also keeps an eye on the Q&A and steps in quickly when you need clarity. You'll find fellow learners trading tips, keeping you motivated as you sharpen your Business skill set with trusted Udemy discounts.

Ready to dive into Master Time Series Analysis and Forecasting with Python 2026? This deal keeps the momentum high and hands you the tools to apply Time Series Analysis with confidence while your Udemy coupon is still active.

Frequently Asked Questions

Is Master Time Series Analysis and Forecasting with Python 2026 free with coupon?
Yes, Master Time Series Analysis and Forecasting with Python 2026 is currently available with our exclusive coupon code "OCT25-SOCIAL" for significant savings.
How do I apply the Master Time Series Analysis and Forecasting with Python 2026 discount code?
Simply click the "Enroll Now" button on this page. The coupon code will be automatically applied at checkout.
What will I learn in Master Time Series Analysis and Forecasting with Python 2026?
In Master Time Series Analysis and Forecasting with Python 2026, you'll learn Time Series with Deep Learning (LSTM, TFT, N-BEATS), GenAI (Amazon Chronos), Prophet, Silverkite, ARIMA. Demand Forecast. This Udemy course provides practical, hands-on training.
How long do I have access to Master Time Series Analysis and Forecasting with Python 2026?
Once enrolled, you get lifetime access to Master Time Series Analysis and Forecasting with Python 2026. You can complete the course at your own pace.
Is Master Time Series Analysis and Forecasting with Python 2026 a Udemy course?
Yes, Master Time Series Analysis and Forecasting with Python 2026 is a comprehensive Udemy course with lifetime access and certificate of completion.