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Build a fully working scalable, reliable and secure AWS EMR complex data pipeline from scratch that provides support for all data stages from data collection to data analysis and visualization.
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Learn to build a Snowflake Data Pipeline starting from the EC2 logs to storage in Snowflake and S3 post-transformation and processing through Airflow DAGs
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In this AWS Project, you will build an end-to-end log analytics solution to collect, ingest and process data. The processed data can be analysed to monitor the health of production systems on AWS.
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In this Machine Learning Project, you will learn how to build an end-to-end machine learning pipeline for predicting truck delays, incorporating Hopsworks' feature store and Weights and Biases for model experimentation.
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In this NLP Project, you will learn how to build a multi-class text classification model using using the pre-trained BERT model.
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In this PyTorch Project you will learn how to build an LSTM Text Classification model for Classifying the Reviews of an App .
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Chain of Thought Prompting in LLMs : A Beginner's Guide
Discover Chain of Thought Prompting – a way to have more interesting conversations with smart computers!
Building RAG-based LLM Applications
Discover the potential of Retrieval Augmented Generation and LLMs with expert Ambujesh Upadhyay, exploring its applications, challenges, and future.
Learning Optimizers in Deep Learning Made Simple
Understand the basics of optimizers in deep learning for building efficient algorithms.
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