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- Payment Terms: Enquire
- Duration / Course length: 5 Days
- Starting Date: Enquire About It
- Timings: Enquire
Course details
OverviewThis 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 courseyou 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 modelsactivation functionsweights initialisation strategiesand 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 opportunitiesadeptly crafting compelling use cases.
Who Should Attend
The Deep Learning for Data Analysis training course is ideal for various professionals who want to leverage Deep Learning to extract more value from their data. Here's a breakdown of the target audience:
- Data Analysts
- Data Scientists
- Business Analysts & Researchers
- Machine Learning Professionals
- Anyone with an Interest in Deep Learning
Course Outlines
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.
Job roles this course is suitable for:
Data Analysts , Data Scientists , Business Analysts , Researchers , Machine learning ProfessionalsAbout London Training For Excellence
Empowering Professionals for Over a Decade
London Training for Excellence is a leading provider of professional development programmes, established in 2013. For over eleven years, we have been committed to equipping individuals and organisations with the skills and knowledge they need to excel in today's ever-evolving business landscape.
A Breadth of Expertise
We offer a comprehensive range of training solutions across a diverse set of industries, including:
- Artificial Intelligence (AI): Stay ahead of the curve with cutting-edge training on AI applications, machine learning and data analysis.
- Contact Management: Learn best practices for building and nurturing relationships, managing communication workflows and leveraging technology to optimise your outreach efforts.
- Engineering: Enhance your technical expertise and stay current with the latest advancements in various engineering fields.
- Finance and Legal: Gain a deep understanding of financial concepts, legal frameworks and compliance requirements.
- Human Resources: Navigate the complexities of HR practices, from recruitment and onboarding to employee relations and performance management.
- Leadership and Management: Develop your leadership skills, communication techniques and team-building strategies.
- Logistics: Optimise your supply chain operations and ensure efficient delivery of goods and services.
- Marketing and Sales: Develop effective marketing strategies, hone your sales skills and drive business growth.
- Oil and Gas: Gain specialised knowledge and skills relevant to the oil and gas industry.
- Project Management: Master the art of project planning, execution and delivery to ensure successful project outcomes.
Our Approach
At London Training for Excellence, we believe in delivering high-quality, interactive training programmes that cater to diverse learning styles. Our experienced instructors are industry experts who combine theoretical knowledge with practical application.
Flexible Learning Solutions
We understand that busy professionals require flexible learning options. We offer a variety of delivery methods to suit your needs, including:
- In-person training: provides more significant face-to-face interaction. In a classroom setting, attendees can connect in real-time. In-person training also offers more opportunities for group activities and interactive projects.
- Online Courses: Our comprehensive online courses allow you to learn comfortably in your working environment.
- In-Company Training: Tailor training programmes specifically for your organisation's needs and deliver them on-site for maximum impact and employee convenience.
Investing in Your Success
By investing in training and development with London Training for Excellence, you will gain the knowledge and skills necessary to achieve your professional goals and contribute to the success of your organisation.
Contact Us Today
Let London Training for Excellence help you unlock your full potential and drive positive organisational change. Contact us today to discuss your training needs and explore how we can empower your workforce for the future.
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