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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.
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.
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.
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.
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.
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.
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.
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-
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 -