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15 Deep Learning Projects Ideas for Beginners to Practice 2023

ProjectPro

As a beginner in the data industry, it can be overwhelming to step into AI and deep learning. After taking a deep learning course or two, you might find yourself getting stuck on how to proceed. Is it difficult to build deep learning models? Why build deep learning projects?

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Deep Learning vs Machine Learning -What's the Difference?

ProjectPro

“Machine Learning” and “Deep Learning” – are two of the most often confused and conflated terms that are used interchangeably in the AI world. However, there is one undeniable fact that both machine learning and deep learning are undergoing skyrocketing growth. respectively.

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MLEnv: Standardizing ML at Pinterest Under One ML Engine to Accelerate Innovation

Pinterest Engineering

In 2021, ML was siloed at Pinterest with 10+ different ML frameworks relying on different deep learning frameworks, framework versions, and boilerplate logic to connect with our ML platform. It is very difficult for platform engineers to build good standardized tools that fit diverse ML stacks.

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100 Deep Learning Interview Questions and Answers for 2023

ProjectPro

Deep learning job interviews. Most beginners in the industry break out in a cold sweat at the mere thought of a machine learning or a deep learning job interview. How do I prepare for my upcoming deep learning job interview? What kind of deep learning interview questions they are going to ask me?

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Deep Learning for Image Classification in Python with CNN

ProjectPro

In this article, we’ll dive deep into building a Keras image classification model with TensorFlow as a backend. Qure.ai, a company that aims at providing cost-effective, timely, and expert diagnosis even in the remotest of places uses deep learning algorithms to identify and localize abnormalities on X-rays, MRIs, and CT scans.

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50 ML Projects To Strengthen Your Portfolio and Get You Hired

ProjectPro

You will build a model to forecast the area of origin for the future ride requests that will give OLA enough time to respond and allocate drivers to the upcoming ride request and meet the demand. You will learn to implement unet++ models for image segmentation using PyTorch.

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7 Step Guide to Become a Freelance Data Scientist

ProjectPro

Access Job Recommendation System Project with Source Code Table of Contents How to Become a Freelance Data Scientist Step-1: Explore the world of Data Science and Identify your bias Step-2: Diversify your skills and keep them up to date Step-3: Build an attractive Project Portfolio Step-4: Start Small! Step-7: Keep Learning!