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Notes from course: Generative AI with Large Language Models - Week 3

Notes from Week 1 Notes from Week 2 Reinforcement Learning from Human Feedback (RLHF) RLHF is essentially a fine-tuning with human feedback which helps to better align models with human prefer...

23.03.2025 0 Read More

Unstructured: The Ultimate ETL Tool for Processing Unstructured Data

The AI Boom is here, and it's evident that everyone, including individuals, companies, or AI enthusiasts, wants to be a part of it. The driving force behind this is data. As we know, data is everythin...

26.03.2025 0 Read More

Making Makefiles for fun and profit

TL;DR: Make is a 48-year-old build automation tool that's still incredibly useful today. This post explains how Makefiles work, why they're awesome despite their cryptic syntax, and shows practical e...

26.03.2025 0 Read More

Text Processing with AWS Bedrock (Extracting Text from Newspaper Images II)

Introduction So, you've got a massive archive of newspaper images sitting in an S3 bucket, and you need to extract text from them, structure them into articles, and store the results for furt...

27.03.2025 0 Read More

Image Processing with AWS Textract (Extracting Text from Newspaper Images I)

Amazon Textract is a powerful AWS service that allows users to extract text, handwriting, and structured data from scanned documents, including newspaper images. This guide will walk you through setti...

27.03.2025 0 Read More

What Makes Data AI-Ready?

TL;DR: Your AI scaling bottleneck isn't models, it's inconsistent enterprise data—solve it with graph-based pipelines like FalkorDB & GraphRAG. Gartner: 60% of AI projects fail due to poor-quali...

27.03.2025 0 Read More

Integrate AI in E-commerce: Have You Tried This Success Shortcut?!

Everyone is racing to develop the next giant success story with GenAI or with niche AI integrations, and we wouldn't want you to be left behind! High Reward AI & E-commerce Integrations Al...

28.03.2025 0 Read More

Supercharging Language Models: What I Learned Testing LLMs with Tools

LLMs are great at creative writing and language tasks, but they often stumble on basic knowledge retrieval and math. Popular tests like counting r's in "strawberry" or doing simple arithmetic often tr...

04.05.2025 0 Read More

Generative AI: A Blessing or a Curse ?

Summary Generative AI, or Gen AI, emerged as a transformative force that took the world by storm. It transformed industries with remarkable speed as it empowered creativity and automating com...

29.03.2025 0 Read More

What role does latent space play in Generative AI?

Latent space plays a crucial role in Generative AI by representing data in a compressed, meaningful format that captures essential features and patterns. It is an abstract, high-dimensional space wher...

29.03.2025 0 Read More

Notes from course: Generative AI with Large Language Models - Week 3

Unstructured: The Ultimate ETL Tool for Processing Unstructured Data

Making Makefiles for fun and profit

Text Processing with AWS Bedrock (Extracting Text from Newspaper Images II)

Image Processing with AWS Textract (Extracting Text from Newspaper Images I)

What Makes Data AI-Ready?

Integrate AI in E-commerce: Have You Tried This Success Shortcut?!

Supercharging Language Models: What I Learned Testing LLMs with Tools

Generative AI: A Blessing or a Curse ?

What role does latent space play in Generative AI?

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