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In this project we will explore the Cloud Services of GCP such as Cloud Storage, Cloud Engine and PubSub
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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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Spark Project - Discuss real-time monitoring of taxis in a city. The real-time data streaming will be simulated using Flume. The ingestion will be done using Spark Streaming.
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28 Projects
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Machine Learning Linear Regression Project in Python to build a simple linear regression model and master the fundamentals of regression for beginners.
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In this deep learning project, you will learn how to build your custom OCR (optical character recognition) from scratch by using Google Tesseract and YOLO to read the text from any images.
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In this AWS Sagemaker Project, you will learn to build a LSTM model on Sagemaker for sales forecasting while analyzing the impact of weather conditions on Sales.
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Feature Scaling in Machine Learning: The What, When, and Why
Enhance your knowledge of feature scaling in machine learning to refine algorithms, learn to use Python to implement feature scaling, and much more!
8 Deep Learning Architectures Data Scientists Must Master
From artificial neural networks to transformers, explore 8 deep learning architectures every data scientist must know.
Evolution of Data Science: From SAS to LLMs
Explore the evolution of data science from early SAS to cutting-edge LLMs and discover industry-transforming use cases with insights from an industry expert.
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