Solved end-to-end Data Science and Big Data projects

Human Activity Recognition Using Smartphones Data Set

In this deep learning project, you will build a classification system where to precisely identify human fitness activities.

Sequence Classification with LSTM RNN in Python with Keras

In this project, we are going to work on Sequence to Sequence Prediction using IMDB Movie Review Dataset​ using Keras in Python.

Deep Learning with Keras in R to Predict Customer Churn

In this deep learning project, we will predict customer churn using Artificial Neural Networks and learn how to model an ANN in R with the keras deep learning package.

March Madness Predictions for NCAA Tournament 2017

In this deep learning project, we are going to predict which team will win the NCAA basketball tournament of coming 2017 based on past historical data.

Learn Deep Learning with Keras by Creating Projects

AI, Machine Learning and Deep Learning are on the verge of innovating something that once upon a time seemed unthinkable. Deep learning is transforming heavily regulated industries like finance, trading, healthcare, and life sciences. For people who have not worked with Deep Learning yet, Keras library is good for a great start as it is designed for easy neural network assembly which comes with several pre-packaged network types like CNN’s in 2D and 3D flavours, long and short term neural networks and more general recurrent neural networks. Our expert panel suggests working with Keras Deep Learning library because implementing neural networks with Keras is straight-forward once you have determined what kind of neural network you want to build. Keras semantics are very layer-oriented that makes network assembly comparatively intuitive.

Who should work on DeZyre’s Keras Deep Learning Projects ?

• Students and Beginners who want to deepen their hands-on deep learning knowledge.
• Data enthusiasts who want to dive into the world of deep learning.
• Professionals who want to expand their toolkit of using various deep learning frameworks.

Key Learnings from DeZyre’s Keras Deep Learning Projects

You will not regret working on these deep learning project suggestions. See what all you will learn –

• Understand the different layers present in Keras.
• Learn to use Keras Deep Learning library for Classification and Regression tasks.
• Learn to implement all popular building blocks of neural networks including fully connected layers, recurrent layers and convolutional layers.
• Implement complex modern architecture using neural networks in Keras.

What will you get when you enrol for DeZyre’s Keras Deep Learning Projects ?

• Deep Learning with Keras Project Source Code -Examine and implement end-to-end real-world interesting deep learning project ideas.
• Recorded Demo – Watch a video explanation on how to execute deep learning project examples.
• Mentor Support – Get your technical questions answered with mentorship from experienced data scientists for a minimal fee. Just in case you are stuck working on any of these Keras deep learning projects, our industry experts will be happy to guide you through the projects. This can be availed by opting for the mentorship track for each project where you can post your queries to the instructor and have a healthy discussion on the same.
• Complete Project Solution Kit – Get access to the dataset, solution, and supporting reference material, if any , for every deep learning project.