Tensorflow 2.0 | Recurrent Neural Networks, LSTMs, GRUs
- Tensorflow or keras
- Feed Forward Neural Networks
- Back Propagation
This is a preview to the exciting Recurrent Neural Networks course that will be going live soon. Recurrent Networks are an exciting type of neural network that deal with data that come in the form of a sequence. Sequences are all around us such as sentences, music, videos, and stock market graphs. And dealing with them requires some type of memory element to remember the history of the sequences, this is where Recurrent Neural networks come in.
We will be covering topics such as RNNs, LSTMs, GRUs, NLP, Seq2Seq, attention networks and much much more.
You will also be building projects, such as a Time series Prediction, music generator, language translation, image captioning, spam detection, action recognition and much more.
Building these projects will impress even the most senior machine learning developers; and will prepare you to start tackling your own deep learning projects with real datasets to show off to your colleagues or even potential employers.
Sequential Networks are very exciting to work with and allow for the creation of very intelligent applications. If you’re interested in taking your machine learning skills to the next level, then this course is for you!
- machine learning developers
- Data Scientiests
- Introduction - Please watch01:05
- Additional FREE Content00:05
- Information on the Full Course00:03
- Introduction to Recurrent Neural Networks06:19
- Back propogation through time06:14
- Project Overview00:53
- Preparing our data03:28
- Training our network03:59
- Final Source Code12:57
- For those having trouble with NumPy00:10
- Arrays vs Lists12:03
- Multidimensional arrays11:46
- One Dimensional Slicing03:33
- Multidimensional Slicing07:20
Jad studied mechanical engineering at the University of Ottawa. Jad also has experience in machine learning, computer vision ,mathematical modeling, computer simulation and intelligent systems. He has also developed many deep learning applications, and is currently pursuing an interest in autonomous machines.
Skilled in deep learning libraries such as Tensorflow, Keras and MATLAB.
Hi! I'm Rayan, a full time software developer based in Ottawa, Canada.
I first ventured into development when working on a start-up. Since then, I've built countless web and mobile applications as a freelance developer, meanwhile expanding my repertoire and exploring new avenues in Deep Learning & Data Analytics.
In my free time, I love to teach!