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AI and Deep Learning with Python

An Intermediate to Advanced level 12-hour course delivered via Instructor Led Online Training.

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
AI and Deep Learning with Python Trainign Course

Course Overview

This course is designed to provide students with the knowledge and skills needed to perform Artificial Intelligence (AI) and Machine Learning using Python programming language. Students will learn to apply machine learning and deep learning algorithms using the libraries such as scikit-learn, Kears, and Tensorflow.

Learning Objectives:

  • Understand the fundamental concepts of Artificial Intelligence (AI) and machine learning
  • Build predictive models using machine learning algorithms such as linear regression, logistic regression, decision trees, and random forests
  • Understand the basics of deep learning and its applications in Python


Requirements

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

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

You may also complete the following course(s) before attending the AI and Deep Learning with Python course but they are not mandatory:


Course Content

  1. Unsupervised Learning Algorithms
    • K-means clustering
    • Hierarchical clustering
    • Dimensionality reduction
    • Project: Iris Classification
  2. Deep Learning with Keras and TensorFlow
    • Introduction to deep learning
    • Neural networks
    • Keras and TensorFlow
  3. Convolutional Neural Networks (CNN)
    • CNN basics
    • CNN implementation using Keras
    • Project: Cats and Dogs Classification
  4. Recurrent Neural Networks (RNN)
    • RNN basics
    • RNN implementation using Keras
    • Project: Sentiment analysis using text data
  5. Real-world Examples
    • Some real-life business applications of Deep learning
    • Q&A and course feedback


Course Dates, Prices & Enrolment

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There is no date for this course at this moment. Please complete the BOOKING REQUEST FORM below or come back to this page again later.
Training venue: Unit 15, Boardman House, 64 Broadway, Stratford, London E15 1NT, United Kingdom

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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.

Our Contacts

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

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Registered in England & Wales with company no. 07923992.