Solved end-to-end Deep Learning Projects
Solved
end-to-end
Deep Learning Projects
Get ready to use Deep Learning Projects for solving real-world business problems
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Deep Learning Projects
In this Deep Learning Project on Image Segmentation Python, you will learn how to implement the Mask R-CNN model for early fire detection.
Use the Adult Income dataset to predict whether income exceeds 50K yr based on census data.
In this project you will use Python to implement various machine learning methods( RNN, LSTM, GRU) for fake news classification.
In this deep learning project, you will learn to implement Unet++ models for medical image segmentation to detect and classify colorectal polyps.
Deep Learning Project- Learn to apply deep learning paradigm to forecast univariate time series data.
In this human activity recognition project, we use multiclass classification machine learning techniques to analyse fitness dataset from a smartphone tracker.
Deep Learning Project using Keras Deep Learning Library to predict the effect of Genetic Variants to enable personalized Medicine.
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 ProjectPro’s Deep Learning Projects ?
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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 ProjectPro’s deep learning projects are for you.
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Go hands-on with implementing deep learning techniques like neural networks, convolutional networks, and recurrent neural networks -skills that employers are eagerly looking for.
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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 ProjectPro’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 ProjectPro’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 ProjectPro’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.
Different Types of Deep Learning Projects
Deep Learning projects have been split into easy-to-browse categories for an effortless selection of deep learning projects based on your bias in the world of Artificial Intelligence. Whether your bias is Natural Language Processing, Computer Vision, Machine Learning, or all of them, these interesting Deep Learning projects will give you the perfect opportunity to upgrade your skills and help in landing you a dream job.
First, we have listed projects that turn end-to-end machine learning project ideas into reality and motivate Data Science enthusiasts to gradually shift from machine learning to deep learning.
Next, you will find a section on those projects that use NLP algorithms.
After that, you will see a section on projects that are inspired by computer machine learning project ideas but use Deep Learning algorithms mostly.
All these projects are a good start for those who are curious about discovering the answer to how to learn deep learning through real-world applications-based projects.
Machine Learning and Deep Learning Projects
Below you will find the latest deep learning projects from the ProjectPro repository that can also be considered as end-to-end machine learning projects. You will find deep learning projects really helpful if you are targeting projects that include both types of learning.
This end-to-end deep learning project is about predicting the sales of a store given a dataset of its sales of the past 5 years. This deep learning project is very important for beginners as it teaches them how to use deep learning algorithms to solve business problems.
This deep learning end-to-end project is about using sensor data to classify human activities by using deep learning algorithms.
NLP and Deep Learning Projects
If you are looking for projects in deep learning that use NLP methods for their implementation, then this list will serve as the perfect guide.
This project on deep learning uses neural networks to build a conversational bot or chatbot for your website from scratch. In case you don’t know, ChatBots are increasingly becoming popular, and thus learning how to build one for an NLP enthusiast is a must.
Deep Learning Computer Vision Projects
This list contains good deep learning projects with source code. A few of these deep learning projects are really simple and thus, can also be considered perfect for those who are searching for computer vision projects for beginners.
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-
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Time Series Forecasting with LSTM Neural Network Python
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Sequence Classification with LSTM RNN in Python with Keras
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Predict Census Income using Deep Learning Models
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Deep Learning with Keras in R to Predict Customer Churn
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Personalized Medicine: Redefining Cancer Treatment
Recommended Project Categories That Might Interest You
You got to know about so many deep learning projects till now. But, you should not stop there. ProjectPro repository has more interesting and skill-enhancing projects that you can start exploring upskill -