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This big data project focuses on solving the small file problem to optimize data processing efficiency by leveraging Apache Hadoop and Spark within AWS EMR by implementing and demonstrating effective techniques for handling large numbers of small files.
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IoT-based Data Migration Project using AWS DMS and Aurora Postgres aims to migrate real-time IoT-based data from an MySQL database to the AWS cloud.
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In this PySpark ETL Project, you will learn to build a data pipeline and perform ETL operations by integrating PySpark with Hive and Cassandra
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In this deep learning project, you will build a convolutional neural network using MNIST dataset for handwritten digit recognition.
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Multilabel Classification Project to build a machine learning model that predicts the appropriate mode of transport for each shipment, using a transport dataset with 2000 unique products. The project explores and compares four different approaches to multilabel classification, including naive independent models, classifier chains, natively multilabel models, and multilabel to multiclass approaches.
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Get Started with Object Tracking using OpenCV and Python - Learn to implement Multiple Instance Learning Tracker (MIL) algorithm, Generic Object Tracking Using Regression Networks Tracker (GOTURN) algorithm, Kernelized Correlation Filters Tracker (KCF) algorithm, Tracking, Learning, Detection Tracker (TLD) algorithm for single and multiple object tracking from various video clips.
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LLM Architecture Explained: Exploring the Heart of Automation
Exploring LLM architecture: breaking down its types, components, and implementation for quick and easy understanding.
Understanding LLM Hallucinations and Preventing Them
A beginner-friendly handbook for understanding LLM hallucinations and exploring various prevention methods.
Your A-Z Guide to AWS Data Engineer Certification Roadmap
The ultimate AWS Data Engineer Certification Roadmap - a step-by-step guide for mastering data engineering on Amazon Web Services. | ProjectPro
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