Booking options
£12
£12
On-Demand course
2 hours
All levels
Dive into the fascinating world of deep learning with this expertly crafted course designed to unravel the mysteries of neural networks using R. This course guides you through the core principles of neural networks, illustrating how layers of algorithms mimic the human brain’s ability to identify patterns and make decisions. Whether you’re a data enthusiast or a professional seeking to enhance your analytical toolkit, this course offers a clear and engaging path to understanding deep learning concepts through the power of R programming.
With a sharp focus on theory and application, you will explore how to build, train, and optimise neural networks effectively, while leveraging R’s rich ecosystem of libraries and tools. The course content is designed to maintain a perfect balance between depth and clarity, making complex topics accessible without oversimplification. By the end, you will be equipped with a strong conceptual foundation and the confidence to approach deep learning projects with R, all through an engaging online format that fits seamlessly into your schedule.
Learning Outcomes:
Understanding of single-layer and multi-layer neural networks
Knowledge of R programming for neural network applications
Implementation of neural networks in real-world projects
Familiarity with agriculture and war datasets for neural network modelling
Ability to evaluate neural network model accuracy and performance
The Deep Learning Neural Network with R course is designed to provide learners with a comprehensive understanding of how to build and evaluate neural networks using R programming language. The course includes four modules that cover single-layer and multi-layer neural networks applied to agriculture and war datasets. Each module contains practical hands-on projects that allow learners to gain real-world experience in neural network development and evaluation. By the end of the course, learners will have a solid understanding of neural network concepts, R programming language, and practical experience with real-world datasets.
Deep Learning Neural Network with R Course Curriculum
Section 01: Single Layer Neural Networks Project - Agriculture (Part - 1)
Section 02: Single Layer Neural Networks Project - Agriculture (Part - 2)
Section 03: Multi-Layer Neural Networks Project - Deaths in wars (Part - 1)
Section 04: Multi-Layer Neural Networks Project - Deaths in wars (Part - 2)
How is the course assessed?
Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%.
Exam & Retakes:
It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable.
Certification
Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery).
10 CPD hours / points Accredited by CPD Quality Standards
Data analysts and scientists seeking to expand their knowledge of neural networks and R programming
Professionals interested in applying neural networks to agriculture or war datasets
Students and researchers interested in deep learning and machine learning techniques
Anyone looking to enhance their skills in data analysis and modelling using neural networks and R programming
There are no formal entry requirements for the course, with enrollment open to anyone!
Data Analyst
Machine Learning Engineer
Data Scientist
Artificial Intelligence Developer
Research Scientist
Entry-level positions such as Data Analysts can expect to earn between £25,000 to £35,000 per annum, whereas senior-level positions such as Machine Learning Engineers can earn upwards of £70,000 per annum.
Certificate of completion
Digital certificate - £9
You can apply for a CPD Accredited PDF Certificate at the cost of £9.
Certificate of completion
Hard copy certificate - £15
Hard copy can be sent to you via post at the expense of £15.
With a team of industry professionals producing and delivering our course content, you can be sure the skills and knowledge you learn apply to your career aspirations in manag...