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.

Time Series Forecasting with LSTM Neural Network Python

Deep Learning Project- Learn to apply deep learning paradigm to forecast univariate time series data.

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.

Predict Census Income using Deep Learning Models

In this project, we are going to work on Deep Learning using H2O to predict Census income.

Personalized Medicine: Redefining Cancer Treatment

Deep Learning Project using Keras Deep Learning Library to predict the effect of Genetic Variants to enable personalized Medicine.

Deep Learning Project on Store Item Demand Forecasting

In this project, we are going to predict item-level sales data using different forecasting techniques.

Work on Most Comprehensive Deep Learning Projects 

Why you should work on DeZyre’s Deep Learning Projects ?

• Deep Learning has revived the world of AI becoming a dominant technology in computer vision, language translation, voice recognition, and self-driving cars. If you would like to understand how these deep learning systems works and maybe want to develop your own then DeZyre’s deep learning projects are for you.

• Go hands-on with implementing deep learning techniques like neural networks, convolutional networks, and recurrent neural networks -skills that employers are eagerly looking for.

• Develop a verified project portfolio with hands-on deep learning projects that will showcase the most in-demand skills acquired by you to employers.

Who should work on DeZyre’s Deep Learning Project Ideas?

• ANYONE who is interested to learn about the technology that is revolutionizing the way we interact with the world around us.
• Programmers who want to dive into the lucrative Machine Learning and AI career path will learn a lot from these deep learning projects or beginners.
• Students who want to implement deep learning concepts through practical projects using TensorFlow, Keras, and Python.

Key Learnings from DeZyre’s Deep Learning Projects

• Understand what deep learning is in practicality and how it differs or relates to machine learning.
• Understand what Neural Networks are and how you can train your own neural network.
• Learn to implement recurrent neural networks to perform language translations.
• Learn to implement convolutional neural networks for image classification.
• Understand the concept of generative adversarial networks for generating images.
• Become a deep learning guru by developing the ability to independently solve diverse real-world use cases using deep learning techniques

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

• Deep Learning Project Source Code -Examine and implement end-to-end real-world interesting deep learning project ideas like Image Recognition, Language translation, and more.
• 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 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.

Deep Learning Projects for Students/Beginners

If you are a student or a deep learning beginner, then work on deep learning projects that try to leverage your deep learning skills diversifically and solve real-world use-cases that interest you the most. Our industry experts recommend following deep learning projects for beginners to get started with deep learning-

1. Time Series Forecasting with LSTM Neural Network Python
2. Sequence Classification with LSTM RNN in Python with Keras
3. Predict Census Income using Deep Learning Models
4. Deep Learning with Keras in R to Predict Customer Churn
5. Personalized Medicine: Redefining Cancer Treatment