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Deep learning has been getting a considerable amount of attention in the digital world, which is why we have developed this course in deep learning with python to help you incorporate deep learning techniques in your projects using the python language. No matter how minimal of a knowledge you have in deep learning, if you have the interest for it, this course is all you need!
This course will start off by walking you through the concept of deep learning, along with its libraries, to familiarise you with it. Backpropagation, which is used to calculate derivatives, will be thoroughly delved in through this course, along with an insight into deep learning with Theano to optimize a simple model in pure Theano. You will also be enlightened on keras and how it can be used to make Theanos even easier to use.
After learning how to load and reuse pre-trained models using Theano through this course. You will taught on the differences between recurrent and convolutional layers to comprehend how to train a sentiment analysis model for text. The Google’s learning library, Tensorflow, will also be duly discussed through this course, along with guidelines on how to caption it to further enhance your knowledge on it. By the end of this course, you will have a well-grounded knowledge on deep learning to incorporate it in your present and future projects.
- Head First Into Deep Learning
- Backpropagation And Theano For The Rescue
- Keras – Making Theano Even Easier To Use
- Solving Cats Versus Dogs
- "For" Loops And Recurrent Neural Networks In Theano
- Bonus Challenge And Tensorflow
The course will be directly delivered to you, and you have 12 months access to the online learning platform from the date you joined the course. The course is self-paced and you can complete it in stages, revisiting the lectures at any time.
Method Of Assessment
The course is assessed online with a final, multiple-choice test, which is marked automatically. You will know instantly whether you have passed the course.
Those who pass this test will get a certificate in Deep Learning with Python
Who is this course for?
This course is aimed at individuals looking to master python to develop applications involving deep learning techniques
Learners must be age 16 or over and should have basic understanding of the English Language, numeracy, literacy and ICT.
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- Software developer – £30,753 per annum
- Computer programmer – £30,455 per annum
- Graphic designer – £21,985 per annum
- Information security analyst – £33,424 per annum
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