# AI for Time Series Analysis

- Category: [AI and Digital Transformation](https://londonoptimum.com/ai-and-digital-transformation)
- Duration: 5 days
- Delivery mode: Classroom

## Overview

This course, AI for Time Series Analysis, by London Optimum Training & Consultancy, provides a comprehensive guide to leveraging Artificial Intelligence (AI) and Machine Learning (ML) techniques for analysing time series data and forecasting future trends. Participants will learn various AI-powered methods to model temporal dependencies, extract valuable insights and to make accurate predictions for applications across finance, sales, operations and more.

## Upcoming Dates and Fees

| From | To | Venue | Delivery mode | Fee |
| --- | --- | --- | --- | --- |
| 2026-10-26 | 2026-10-30 | London | Classroom | £3,699 |
| 2026-10-26 | 2026-10-30 | Paris | Classroom | £5,199 |
| 2026-10-26 | 2026-10-30 | Online | Online | £1,650 |
| 2026-10-26 | 2026-10-30 | Barcelona | Classroom | £5,199 |
| 2026-10-26 | 2026-10-30 | Dubai | Classroom | £5,199 |
| 2026-11-02 | 2026-11-06 | London | Classroom | £3,699 |
| 2026-11-02 | 2026-11-06 | Paris | Classroom | £5,199 |
| 2026-11-02 | 2026-11-06 | Online | Online | £1,650 |
| 2026-11-02 | 2026-11-06 | Barcelona | Classroom | £5,199 |
| 2026-11-02 | 2026-11-06 | Dubai | Classroom | £5,199 |
| 2026-11-09 | 2026-11-13 | London | Classroom | £3,699 |
| 2026-11-09 | 2026-11-13 | Paris | Classroom | £5,199 |
| 2026-11-09 | 2026-11-13 | Online | Online | £1,650 |
| 2026-11-09 | 2026-11-13 | Barcelona | Classroom | £5,199 |
| 2026-11-09 | 2026-11-13 | Dubai | Classroom | £5,199 |
| 2026-11-16 | 2026-11-20 | London | Classroom | £3,699 |
| 2026-11-16 | 2026-11-20 | Paris | Classroom | £5,199 |
| 2026-11-16 | 2026-11-20 | Online | Online | £1,650 |
| 2026-11-16 | 2026-11-20 | Barcelona | Classroom | £5,199 |
| 2026-11-16 | 2026-11-20 | Dubai | Classroom | £5,199 |
| 2026-11-23 | 2026-11-27 | London | Classroom | £3,699 |
| 2026-11-23 | 2026-11-27 | Paris | Classroom | £5,199 |
| 2026-11-23 | 2026-11-27 | Online | Online | £1,650 |
| 2026-11-23 | 2026-11-27 | Barcelona | Classroom | £5,199 |
| 2026-11-23 | 2026-11-27 | Dubai | Classroom | £5,199 |
| 2026-11-30 | 2026-12-04 | London | Classroom | £3,699 |
| 2026-11-30 | 2026-12-04 | Paris | Classroom | £5,199 |
| 2026-11-30 | 2026-12-04 | Online | Online | £1,650 |
| 2026-11-30 | 2026-12-04 | Barcelona | Classroom | £5,199 |
| 2026-11-30 | 2026-12-04 | Dubai | Classroom | £5,199 |
| 2026-12-07 | 2026-12-11 | London | Classroom | £3,699 |
| 2026-12-07 | 2026-12-11 | Paris | Classroom | £5,199 |
| 2026-12-07 | 2026-12-11 | Online | Online | £1,650 |
| 2026-12-07 | 2026-12-11 | Barcelona | Classroom | £5,199 |
| 2026-12-07 | 2026-12-11 | Dubai | Classroom | £5,199 |
| 2026-12-14 | 2026-12-18 | London | Classroom | £3,699 |
| 2026-12-14 | 2026-12-18 | Paris | Classroom | £5,199 |
| 2026-12-14 | 2026-12-18 | Online | Online | £1,650 |
| 2026-12-14 | 2026-12-18 | Barcelona | Classroom | £5,199 |
| 2026-12-14 | 2026-12-18 | Dubai | Classroom | £5,199 |
| 2026-12-21 | 2026-12-25 | London | Classroom | £3,699 |
| 2026-12-21 | 2026-12-25 | Paris | Classroom | £5,199 |
| 2026-12-21 | 2026-12-25 | Online | Online | £1,650 |
| 2026-12-21 | 2026-12-25 | Barcelona | Classroom | £5,199 |
| 2026-12-21 | 2026-12-25 | Dubai | Classroom | £5,199 |
| 2026-12-28 | 2027-01-01 | London | Classroom | £3,699 |
| 2026-12-28 | 2027-01-01 | Paris | Classroom | £5,199 |
| 2026-12-28 | 2027-01-01 | Online | Online | £1,650 |
| 2026-12-28 | 2027-01-01 | Barcelona | Classroom | £5,199 |
| 2026-12-28 | 2027-01-01 | Dubai | Classroom | £5,199 |
| 2027-01-04 | 2027-01-08 | London | Classroom | £3,699 |
| 2027-01-04 | 2027-01-08 | Paris | Classroom | £5,199 |
| 2027-01-04 | 2027-01-08 | Online | Online | £1,650 |
| 2027-01-04 | 2027-01-08 | Barcelona | Classroom | £5,199 |
| 2027-01-04 | 2027-01-08 | Dubai | Classroom | £5,199 |
| 2027-01-11 | 2027-01-15 | London | Classroom | £3,699 |
| 2027-01-11 | 2027-01-15 | Paris | Classroom | £5,199 |
| 2027-01-11 | 2027-01-15 | Online | Online | £1,650 |
| 2027-01-11 | 2027-01-15 | Barcelona | Classroom | £5,199 |
| 2027-01-11 | 2027-01-15 | Dubai | Classroom | £5,199 |
| 2027-01-18 | 2027-01-22 | London | Classroom | £3,699 |
| 2027-01-18 | 2027-01-22 | Paris | Classroom | £5,199 |
| 2027-01-18 | 2027-01-22 | Online | Online | £1,650 |
| 2027-01-18 | 2027-01-22 | Barcelona | Classroom | £5,199 |
| 2027-01-18 | 2027-01-22 | Dubai | Classroom | £5,199 |
| 2027-01-25 | 2027-01-29 | London | Classroom | £3,699 |
| 2027-01-25 | 2027-01-29 | Paris | Classroom | £5,199 |
| 2027-01-25 | 2027-01-29 | Online | Online | £1,650 |
| 2027-01-25 | 2027-01-29 | Barcelona | Classroom | £5,199 |
| 2027-01-25 | 2027-01-29 | Dubai | Classroom | £5,199 |
| 2027-02-01 | 2027-02-05 | London | Classroom | £3,699 |
| 2027-02-01 | 2027-02-05 | Paris | Classroom | £5,199 |
| 2027-02-01 | 2027-02-05 | Online | Online | £1,650 |
| 2027-02-01 | 2027-02-05 | Barcelona | Classroom | £5,199 |
| 2027-02-01 | 2027-02-05 | Dubai | Classroom | £5,199 |
| 2027-02-08 | 2027-02-12 | London | Classroom | £3,699 |
| 2027-02-08 | 2027-02-12 | Paris | Classroom | £5,199 |
| 2027-02-08 | 2027-02-12 | Online | Online | £1,650 |
| 2027-02-08 | 2027-02-12 | Barcelona | Classroom | £5,199 |
| 2027-02-08 | 2027-02-12 | Dubai | Classroom | £5,199 |
| 2027-02-15 | 2027-02-19 | London | Classroom | £3,699 |
| 2027-02-15 | 2027-02-19 | Paris | Classroom | £5,199 |
| 2027-02-15 | 2027-02-19 | Online | Online | £1,650 |
| 2027-02-15 | 2027-02-19 | Barcelona | Classroom | £5,199 |
| 2027-02-15 | 2027-02-19 | Dubai | Classroom | £5,199 |
| 2027-02-22 | 2027-02-26 | London | Classroom | £3,699 |
| 2027-02-22 | 2027-02-26 | Paris | Classroom | £5,199 |
| 2027-02-22 | 2027-02-26 | Online | Online | £1,650 |
| 2027-02-22 | 2027-02-26 | Barcelona | Classroom | £5,199 |
| 2027-02-22 | 2027-02-26 | Dubai | Classroom | £5,199 |
| 2027-03-01 | 2027-03-05 | London | Classroom | £3,699 |
| 2027-03-01 | 2027-03-05 | Paris | Classroom | £5,199 |
| 2027-03-01 | 2027-03-05 | Online | Online | £1,650 |
| 2027-03-01 | 2027-03-05 | Barcelona | Classroom | £5,199 |
| 2027-03-01 | 2027-03-05 | Dubai | Classroom | £5,199 |
| 2027-03-08 | 2027-03-12 | London | Classroom | £3,699 |
| 2027-03-08 | 2027-03-12 | Paris | Classroom | £5,199 |
| 2027-03-08 | 2027-03-12 | Online | Online | £1,650 |
| 2027-03-08 | 2027-03-12 | Barcelona | Classroom | £5,199 |
| 2027-03-08 | 2027-03-12 | Dubai | Classroom | £5,199 |
| 2027-03-15 | 2027-03-19 | London | Classroom | £3,699 |
| 2027-03-15 | 2027-03-19 | Paris | Classroom | £5,199 |
| 2027-03-15 | 2027-03-19 | Online | Online | £1,650 |
| 2027-03-15 | 2027-03-19 | Barcelona | Classroom | £5,199 |
| 2027-03-15 | 2027-03-19 | Dubai | Classroom | £5,199 |
| 2027-03-22 | 2027-03-26 | London | Classroom | £3,699 |
| 2027-03-22 | 2027-03-26 | Paris | Classroom | £5,199 |
| 2027-03-22 | 2027-03-26 | Online | Online | £1,650 |
| 2027-03-22 | 2027-03-26 | Barcelona | Classroom | £5,199 |
| 2027-03-22 | 2027-03-26 | Dubai | Classroom | £5,199 |
| 2027-03-29 | 2027-04-02 | London | Classroom | £3,699 |
| 2027-03-29 | 2027-04-02 | Paris | Classroom | £5,199 |
| 2027-03-29 | 2027-04-02 | Online | Online | £1,650 |
| 2027-03-29 | 2027-04-02 | Barcelona | Classroom | £5,199 |
| 2027-03-29 | 2027-04-02 | Dubai | Classroom | £5,199 |
| 2027-04-05 | 2027-04-09 | London | Classroom | £3,699 |
| 2027-04-05 | 2027-04-09 | Paris | Classroom | £5,199 |
| 2027-04-05 | 2027-04-09 | Online | Online | £1,650 |
| 2027-04-05 | 2027-04-09 | Barcelona | Classroom | £5,199 |
| 2027-04-05 | 2027-04-09 | Dubai | Classroom | £5,199 |
| 2027-04-12 | 2027-04-16 | London | Classroom | £3,699 |
| 2027-04-12 | 2027-04-16 | Paris | Classroom | £5,199 |
| 2027-04-12 | 2027-04-16 | Online | Online | £1,650 |
| 2027-04-12 | 2027-04-16 | Barcelona | Classroom | £5,199 |
| 2027-04-12 | 2027-04-16 | Dubai | Classroom | £5,199 |
| 2027-04-19 | 2027-04-23 | London | Classroom | £3,699 |
| 2027-04-19 | 2027-04-23 | Paris | Classroom | £5,199 |
| 2027-04-19 | 2027-04-23 | Online | Online | £1,650 |
| 2027-04-19 | 2027-04-23 | Barcelona | Classroom | £5,199 |
| 2027-04-19 | 2027-04-23 | Dubai | Classroom | £5,199 |
| 2027-04-26 | 2027-04-30 | London | Classroom | £3,699 |
| 2027-04-26 | 2027-04-30 | Paris | Classroom | £5,199 |
| 2027-04-26 | 2027-04-30 | Online | Online | £1,650 |
| 2027-04-26 | 2027-04-30 | Barcelona | Classroom | £5,199 |
| 2027-04-26 | 2027-04-30 | Dubai | Classroom | £5,199 |
| 2027-05-03 | 2027-05-07 | London | Classroom | £3,699 |
| 2027-05-03 | 2027-05-07 | Paris | Classroom | £5,199 |
| 2027-05-03 | 2027-05-07 | Online | Online | £1,650 |
| 2027-05-03 | 2027-05-07 | Barcelona | Classroom | £5,199 |
| 2027-05-03 | 2027-05-07 | Dubai | Classroom | £5,199 |
| 2027-05-10 | 2027-05-14 | London | Classroom | £3,699 |
| 2027-05-10 | 2027-05-14 | Paris | Classroom | £5,199 |
| 2027-05-10 | 2027-05-14 | Online | Online | £1,650 |
| 2027-05-10 | 2027-05-14 | Barcelona | Classroom | £5,199 |
| 2027-05-10 | 2027-05-14 | Dubai | Classroom | £5,199 |
| 2027-05-17 | 2027-05-21 | London | Classroom | £3,699 |
| 2027-05-17 | 2027-05-21 | Paris | Classroom | £5,199 |
| 2027-05-17 | 2027-05-21 | Online | Online | £1,650 |
| 2027-05-17 | 2027-05-21 | Barcelona | Classroom | £5,199 |
| 2027-05-17 | 2027-05-21 | Dubai | Classroom | £5,199 |
| 2027-05-24 | 2027-05-28 | London | Classroom | £3,699 |
| 2027-05-24 | 2027-05-28 | Paris | Classroom | £5,199 |
| 2027-05-24 | 2027-05-28 | Online | Online | £1,650 |
| 2027-05-24 | 2027-05-28 | Barcelona | Classroom | £5,199 |
| 2027-05-24 | 2027-05-28 | Dubai | Classroom | £5,199 |
| 2027-05-31 | 2027-06-04 | London | Classroom | £3,699 |
| 2027-05-31 | 2027-06-04 | Paris | Classroom | £5,199 |
| 2027-05-31 | 2027-06-04 | Online | Online | £1,650 |
| 2027-05-31 | 2027-06-04 | Barcelona | Classroom | £5,199 |
| 2027-05-31 | 2027-06-04 | Dubai | Classroom | £5,199 |
| 2027-06-07 | 2027-06-11 | London | Classroom | £3,699 |
| 2027-06-07 | 2027-06-11 | Paris | Classroom | £5,199 |
| 2027-06-07 | 2027-06-11 | Online | Online | £1,650 |
| 2027-06-07 | 2027-06-11 | Barcelona | Classroom | £5,199 |
| 2027-06-07 | 2027-06-11 | Dubai | Classroom | £5,199 |
| 2027-06-14 | 2027-06-18 | London | Classroom | £3,699 |
| 2027-06-14 | 2027-06-18 | Paris | Classroom | £5,199 |
| 2027-06-14 | 2027-06-18 | Online | Online | £1,650 |
| 2027-06-14 | 2027-06-18 | Barcelona | Classroom | £5,199 |
| 2027-06-14 | 2027-06-18 | Dubai | Classroom | £5,199 |
| 2027-06-21 | 2027-06-25 | London | Classroom | £3,699 |
| 2027-06-21 | 2027-06-25 | Paris | Classroom | £5,199 |
| 2027-06-21 | 2027-06-25 | Online | Online | £1,650 |
| 2027-06-21 | 2027-06-25 | Barcelona | Classroom | £5,199 |
| 2027-06-21 | 2027-06-25 | Dubai | Classroom | £5,199 |
| 2027-06-28 | 2027-07-02 | London | Classroom | £3,699 |
| 2027-06-28 | 2027-07-02 | Paris | Classroom | £5,199 |
| 2027-06-28 | 2027-07-02 | Online | Online | £1,650 |
| 2027-06-28 | 2027-07-02 | Barcelona | Classroom | £5,199 |
| 2027-06-28 | 2027-07-02 | Dubai | Classroom | £5,199 |

Courses are held at premium hotels and training venues in central cities. Specific venue details are confirmed upon booking. Individual bookings and group requests are made from the course page: https://londonoptimum.com/ai-and-digital-transformation/ai-for-time-series-analysis

## Course Outline

### Day 1

#### Fundamentals of Time Series Analysis:

- Introduction to Time Series Data: Characteristics, components (trend, seasonality, noise).
- Exploratory Time Series Analysis (ETSA): Visualisation, decomposition, autocorrelation, stationarity.
- Traditional Time Series Forecasting Methods: ARIMA, Exponential Smoothing.
- Understanding the limitations of traditional methods and the need for AI.

### Day 2

#### Machine Learning for Time Series Forecasting:

- Feature Engineering for Time Series: Lagged variables, rolling statistics, time-based features.
- Supervised Learning Approaches: Using regression and classification algorithms for forecasting.
- Model Selection and Evaluation for Time Series Data.
- Handling seasonality and trends with ML models.

### Day 3

#### Deep Learning for Time Series Forecasting:

- Introduction to Recurrent Neural Networks (RNNs) for sequence data.
- Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRUs) for capturing long-term dependencies.
- Convolutional Neural Networks (CNNs) for time series analysis.
- Transformer Networks for Time Series Forecasting.
- Building and training deep learning models for time series prediction.

### Day 4

#### Advanced AI Techniques for Time Series:

- Hybrid Models: Combining traditional and AI techniques.
- Ensemble Methods for Time Series Forecasting.
- Probabilistic Forecasting: Predicting probability distributions rather than point forecasts.
- Handling Multivariate Time Series Data.
- Addressing challenges like irregular time intervals and missing data.

### Day 5

#### Practical Applications and Deployment of AI for Time Series:

- AI for Financial Forecasting: Stock price prediction, economic forecasting.
- AI for Sales and Demand Forecasting: Inventory optimization, resource planning.
- AI for Anomaly Detection in Time Series Data.
- AI for Predictive Maintenance using time series sensor data.
- Deploying and monitoring AI-powered time series forecasting models.

## Who Is This Course For?

- Data Scientists and Analysts working with time series data.
- Financial Analysts and Traders interested in AI-driven forecasting.
- Supply Chain Analysts and Operations Managers are optimising inventory and demand.
- Marketing Analysts are predicting trends and customer behaviour over time.
- Anyone looking to apply AI to understand and predict time-dependent data.

## Choose Your Own Course

If you have specific training needs or would like to tailor a course to your organisation's unique requirements, we're here to help. Contact LOTC today and we can work together to develop a customised training solution that meets your specific goals.

## Why Choose London Optimum?

At London Optimum, our core philosophy is 'Optimising people, maximising performance.' We deliver specialised, cutting-edge training that equips professionals with the knowledge and skills to drive tangible results. As a specialist London Training Centre, we are dedicated to providing in-depth, technical expertise. This course, AI for Time Series Analysis, provides a practical and in-depth exploration of how to leverage AI for time series analysis. Our expert instructors bring expertise in both time series analysis and AI, ensuring you receive relevant and immediately applicable knowledge. This is a crucial AI course London offers, serving as an ideal specialisation within our broader range of AI and Machine Learning courses. For those looking for rigorous artificial intelligence and machine learning courses, this advanced machine learning AI course provides essential, modern forecasting skills.

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## Have Specific Training Needs?

To tailor a course to your organisation's requirements, contact us: https://londonoptimum.com/Contact-Us