Deep Learning for Data Analysis

Overview
Course Outline
Scheduled Dates

Course Overview

This comprehensive training course delves into the powerful world of Deep Learning and its applications in data analysis. Designed for data analysts and professionals seeking to enhance their skillset, this program equips you with the knowledge and tools to extract deeper insights from complex datasets.

Objective:

By the end of the course, you will have acquired the following skills and knowledge:

Profound insight into the statistical underpinnings of artificial intelligence.
Comprehensive understanding of machine learning principles and their practical applications.
Mastering deep learning models, activation functions, weights initialisation strategies, and regularisation techniques.
In-depth comprehension of Natural language processing NLP.
Hands-on experience through engagement in a practical project.
Exploration of diverse AI applications within the realm of businesses.
Gain expertise in discerning and leveraging business opportunities, adeptly crafting compelling use cases.

Course Outline

Day 1 – Introduction

Understand data and exploratory data analysis (EDA).
Measures of central tendency, dispersion, and correlation.
Introduction to Machine Learning.
Introduction to supervised learning algorithms.
Introduction to unsupervised learning.
Introduction to reinforcement learning.
Complete ML workflow.

Day 2 – Deep Learning

Introduction to Deep Learning
Neural Networks (NN).
Feedforward neural networks.
Activation functions.
Backpropagation.
Regularisation.
Dropout.
Optimisation algorithms.
Weight initialisation.
Batch normalisation.
Hyper parameter tuning.

Day 3 – Natural Language Processing

Introduction to Natural Language Processing (NLP).
Understand NLP tasks.
Understand NLP cycle.
Bag of Words (BoW).
Word Embeddings.
Word2Vec.
Contextualised word embeddings.
BERT.

Day 4 – Deep Learning Project

Deep Learning project.
Problem identification.
Value identification.
Project setup.
Project implementation.
Evaluation.

Day 5 – AI applications in businesses.

Discriminative AI applications.
Generative AI applications.
Building a business use case.
Course wrap-up.

Schedule & Fees

3 For 2Offer

Get the most out of group training with our special discount! Register 3 of your participants together on the same course and only pay for 2.

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Location

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London

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London

$4,900

Duration: 5 Days

date: 07 - 11 Apr 2025

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London

$4,900

Duration: 5 Days

date: 04 - 08 Aug 2025

Popular

London

$4,900

Duration: 5 Days

date: 03 - 07 Nov 2025

Innovation and Artificial Intelligence (AI)

Deep Learning for Data Analysis

Duration:5 Days

date:07 - 11 Apr 2025

London

$4,900

Questions? Speak to our
friendly training advisor

Maisa Abed

sales@londontfe.com

+44 2071836657

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CPD Standards

Employees of professional or formally regulated bodies are generally expected to have CPD accredited training. This type of accreditation ensures that the training is knowledgeable, informed and constantly updated. It ensures our standards as a company are kept high and consistent.

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Why Choose London Training For Excellence?

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We will never cancel a confirmed booking
Support

We offer around the clock support
Tailored

We customise our courses to suit your personal learning needs
Quality

Our courses are delivered by highly experienced industry experts
Recognition

All our courses are accredited by the CPD Standards Agency

Frequently Asked Questions

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How often do you update your course content to ensure relevancy?

Our course content is constantly reviewed and updated to ensure we stay up to date with all the latest trends. After every course is completed we review the feedback and improve the material where necessary.

Do you keep your classroom environment and instructional methodologies current with today’s real-world workplace?

Yes, we focus our training on ‘real-world’ scenarios and our trainers are all highly experienced and skilled in their relevant fields.

Are your courses eligible for professional certification?

Yes, we offer certification with all our courses, every course is entitled to CPD (Continuous Professional Development) hours which you can put towards your professional portfolio.

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