Unleash the power of deep learning neural networks with R! Learn to build and train models to solve real problems in agriculture, war deaths, and more.
Deep learning is one of the most powerful machine learning techniques, and R is a popular programming language for data science. This “Deep Learning Neural Network with R” course will teach you how to build and train deep learning models in R using real-world projects.
You’ll start by learning the basics of neural networks, including single-layer and multi-layer networks. Using the Keras library, you’ll then learn how to implement these networks in R.
Once you understand the basics well, you’ll embark on two hands-on projects. In the first project, you’ll build a single-layer neural network to predict crop yields in agriculture. In the second project, you’ll build a multi-layer neural network to predict war deaths.
As you progress, the curriculum seamlessly transitions you into the realm of multi-layer neural networks, tackling the complexities of war-related death data. This step-up solidifies your grasp of neural networks and enhances your ability to handle intricate datasets, extract meaningful information, and craft informed predictions. The projects are designed to simulate world scenarios, ensuring you are well-prepared to apply your newfound knowledge to valuable applications.
By the end of this “Deep Learning Neural Network with R” course, you will have mastered the art and science of neural networks, armed with the confidence and skills to analyze diverse datasets and make predictions that can drive decisions. The knowledge and valuable skills you gain will add value to your professional repertoire and open doors to numerous opportunities in the fast-evolving world of data analysis. This is your opportunity to step into the future and make a mark in the world of deep learning neural networks.
Learning outcome
Master single-layer neural networks and their application in agriculture.
Navigate multi-layer neural networks for complex data analysis.
Extract meaningful patterns from agriculture-related data.
Employ neural networks to predict war-related fatalities.
Understand the mechanics behind neural networks and their practical applications.
Develop skills necessary for data analysis projects.
Gain confidence in handling diverse datasets and making informed predictions.
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Aarini Sinha
It was a great experience. The course was jampacked with excellent information. And when I needed help, Skill-up helped me with technical problems instantly. Fast feedback.
Varsha Sivamohan
I am currently signed on to several courses with skill up. I have just finished my second one. The courses are informative and good for all types of learners. I recommend them.
Judith Taylor
The support team was FANTASTIC!!! Very quick to respond and even though I was nervous as I am not good at tests, they made me feel comfortable.
I am very grateful for the support
Charlie Anderson
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Parmjit Dosanjh
I am pleased to have completed my online course in Mental Health First Aid with SkillUp. All the modules were detailed & comprehensive with review questions, which really helped me to grasp the information & prepared me well for the mock test & final exam.
Shan
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