Description
Overview:
Welcome to our comprehensive online course, “Deep Learning Neural Network with R,” designed to empower you with the skills needed to harness the potential of deep learning using the R programming language. Throughout this course, you will explore the foundations of deep neural networks and learn how to implement them effectively in R. With a focus on practical applications, you’ll gain hands-on experience in building and training neural networks for various tasks, from image recognition to natural language processing. Whether you’re a data scientist, researcher, or enthusiast, this course equips you with the knowledge and tools to leverage deep learning techniques in your projects.
Interactive video lectures by industry experts
Instant e-certificate and hard copy dispatch by next working day
Fully online, interactive course with Professional voice-over
Developed by qualified first aid professionals
Self paced learning and laptop, tablet, smartphone friendly
24/7 Learning Assistance
Discounts on bulk purchases
Main Course Features:
Comprehensive coverage of deep learning concepts
Hands-on coding exercises and projects in R
Guidance on building, training, and evaluating neural networks
Exploration of advanced topics such as convolutional and recurrent neural networks
Practical applications in image classification, text generation, and more
Who Should Take This Course:
Data scientists interested in deep learning
Programmers proficient in R looking to expand their skill set
Researchers exploring advanced machine learning techniques
Learning Outcomes:
Understand the fundamentals of deep learning
Implement neural networks in R using frameworks like Keras and TensorFlow
Train deep learning models on large datasets
Fine-tune model parameters for improved performance
Apply deep learning to image recognition tasks
Generate text sequences using recurrent neural networks
Interpret model predictions and evaluate model performance
Stay updated with the latest advancements in deep learning research
Certification
Once you’ve successfully completed your course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). All of our courses are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.
Assessment
At the end of the Course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven’t, there’s no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself.
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)
