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Your 101 Guide to Data Augmentation Techniques

ProjectPro

Data scientists and machine learning engineers often come across this scenario where the data for their project is not sufficient for training a machine learning model, often resulting in poor performance. Table of Contents What is Data Augmentation in Deep Learning?

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Deep Learning vs Machine Learning: What’s The Difference?

Knowledge Hut

On that note, let's understand the difference between Machine Learning and Deep Learning. Below is a thorough article on Machine Learning vs Deep Learning. We will see how the two technologies differ or overlap and will answer the question - What is the difference between machine learning and deep learning?

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15+ Neural Network Projects Ideas for Beginners to Practice 2025

ProjectPro

A curated list of interesting, simple, and cool neural network project ideas for beginners and professionals looking to make a career transition into machine learning or deep learning in 2023. Why building Neural Network Projects is the best way to learn deep learning?

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15 AWS DevOps Project Ideas to Step Up Your DevOps Game

ProjectPro

Fraud Detection Using AWS Machine Learning 6. Medical Image Analysis on AWS Using Deep Learning 7. Real-Time IoT Data Analytics Using AWS IoT 10. Start by collecting medical images and preprocessing them to remove noise and inconsistencies with the help of segmentation, registration, and normalization.

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Emerging Trends in Big Data Analysis for 2025

ProjectPro

Last year when Twitter and IBM announced their partnership it seemed an unlikely pairing, but the recent big data news on New York Times about this partnership took a leap forward with IBM’s Watson all set to mine Tweets for sentiments. Deep learning involves ingesting big data to neural networks to receive predictions in response.

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30+ Artificial Intelligence Project Ideas for Beginners [2025]

ProjectPro

FastAI is an open-source library that allows users to quickly create and train deep learning models for various problems, including computer vision and NLP. Project Idea: You can build a traffic jam prediction model using deep learning techniques in Python. You can use openly available Waze datasets for this purpose.

Project 98
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50 Agentic AI Interview Questions and Answers

ProjectPro

Cognitive Engines: Deep learning and machine learning models that enable decision-making, reasoning, and strategy development. Memory Systems: Persistent data structures that allow agents to learn from past interactions. What skills are necessary to develop and implement Agentic AI systems? Avoid repeating errors.

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