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AI and Deep Learning with Python

An Intermediate to Advanced level 12-hour course delivered via Instructor-led Physical Classes or Virtual Classes.

Regular Price: £420
Batch Price: From £360   📅  View Dates & Prices

Group Booking Discount: From £240 per person  🧮 Calculate & Book

1-to-1 Training: £420  📋 Booking Request Form

Course Overview

The AI and Deep Learning with Python course is designed to help learners build a strong understanding of modern artificial intelligence techniques and develop practical skills in deep learning. This hands-on course covers neural networks, model training, and real-world AI applications using Python, Scikit-learn, Keras, and Tensorflow.

Starting from fundamental concepts, you will learn how to build, train, and improve neural networks for both classification and regression tasks. The course also introduces advanced topics such as model optimisation, natural language processing, and time series forecasting. By the end of the course, you will be able to develop, evaluate, and deploy deep learning models to solve real-world business problems.


Requirements

Basic programming knowledge in Python, familiarity with libraries like Numpy, Pandas, Scikit-learn and Matplotlib.

We highly recommend you complete the following course(s) before attending the AI and Deep Learning with Python course:


Course Content

  1. Introduction to AI & Deep Learning
    • AI vs Machine Learning vs Deep Learning
    • Real-world AI applications
    • Overview of neural networks
    • Deep learning workflow
  2. Neural Networks Fundamentals
    • Neurons, layers, and activations
    • Forward propagation
    • Loss functions
    • Training process
  3. Building Your First Neural Network (Keras)
    • Introduction to Keras
    • Building a simple neural network
    • Training and evaluating a model
    • Making predictions
  4. Improving Neural Networks
    • Overfitting vs underfitting
    • Regularisation techniques
    • Dropout
    • Early stopping
    • Learning rate (concept + impact)
  5. Deep Learning for Classification
    • Classification using neural networks
    • Working with real datasets
    • Model evaluation (accuracy, confusion matrix)
    • Visualising decision boundaries
  6. Deep Learning for Regression
    • Regression using neural networks
    • Comparison with traditional regression
    • Model performance and evaluation
    • Common pitfalls
  7. Natural Language Processing (NLP)
    • Introduction to NLP
    • Text preprocessing
    • Text classification using neural networks
    • Practical NLP applications
  8. Time Series with Deep Learning (LSTM)
    • Introduction to time series data
    • Sequence modelling
    • LSTM networks
    • Forecasting applications
  9. Model Saving & Deployment
    • Saving and loading models
    • Using models in real applications
    • Deployment concepts
    • Building simple prediction pipelines
  10. Final Capstone Project
    • End-to-end AI project
    • Data preparation → model building → evaluation → deployment
    • Real-world business problem


Course Dates, Prices & Enrolment

Scroll right for more details
Delivery MethodDates & TimesHoursPriceEnrolment
Classroom Training
22 Jun 2026 - 26 Jun 2026
Mon, Wed & Fri
10:00 AM - 02:00 PM BT
12-hour over 3-day
£420
Enrol Now
Online Training using Zoom
22 Jun 2026 - 26 Jun 2026
Mon, Wed & Fri
10:00 AM - 02:00 PM BT
12-hour over 3-day
£420
Enrol Now
Online Training using Zoom
20 Jul 2026 - 31 Jul 2026
Mon, Wed & Fri (2 wks)
03:00 PM - 05:00 PM BT
12-hour over 6-day
£360 £420
Enrol Now
Online Training using Zoom
23 Jul 2026 - 24 Jul 2026
Thursday to Friday
10:00 AM - 04:00 PM BT
12-hour over 2-day
£420
Enrol Now
Classroom Training
23 Jul 2026 - 24 Jul 2026
Thursday to Friday
10:00 AM - 04:00 PM BT
12-hour over 2-day
£420
Enrol Now
Online Training using Zoom
24 Aug 2026 - 28 Aug 2026
Mon, Wed & Fri
10:00 AM - 02:00 PM BT
12-hour over 3-day
£420
Enrol Now
Classroom Training
24 Aug 2026 - 28 Aug 2026
Mon, Wed & Fri
10:00 AM - 02:00 PM BT
12-hour over 3-day
£420
Enrol Now
Online Training using Zoom
24 Sep 2026 - 25 Sep 2026
Thursday to Friday
10:00 AM - 04:00 PM BT
12-hour over 2-day
£420
Enrol Now
Classroom Training
24 Sep 2026 - 25 Sep 2026
Thursday to Friday
10:00 AM - 04:00 PM BT
12-hour over 2-day
£420
Enrol Now

Price Calculator & Booking Request Form

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What we do?

At London Academy of IT, we provide instructor-led online and in-person IT training in Data Analytics, SQL, Python, Power BI, and more. Our cutting-edge courses are designed to boost performance and enhance employability, providing the competitive edge employers look for.

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London Academy of IT
64 Broadway
Stratford
London E15 1NT
United Kingdom

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