Creating an AI Utility Function: A Classroom Exercise
During a recent discussion with high school juniors and seniors, my goal was to enhance their awareness and understanding of Big (intrusive) Data and AI by focusing on tw...
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How to improve your artificial intelligence job prospects
Artificial Intelligence is one of the biggest technological waves that has hit the world of technology. According to The Enterprisers Project, AI will be offering about 1...
Decoding RAG: Exploring its significance in the realm of generative AI
In the intricate landscape of Conversational AI, Retrieval-Augmented Generation (RAG) emerges as a technical marvel, seamlessly merging the strengths of generative and re...
Navigating the horizon: Exploring the future of data
In the digital universe, data reigns supreme. From the early days of punch cards to the current era of cloud computing, the evolution of data has been nothing short of re...
Future of LLM application development – impact of Gemini 1.5 Pro with a 1M context window
Image source https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/ Current LLM applications are mostly based on LangChain or LlamaIndex. L...
Open source LLMs – no more than a marketing term?
Image source: Dall-e This week, the tech community has been abuzz with the announcement of the latest model from Mistral being closed source. This revelation confirms a s...
Data Cleaning in Python vs. Data Quality Tools
Introduction In the era of big data, the importance of clean and high-quality data cannot be overstated. Data cleaning is a crucial step in the data preprocessing p...
Scaling understanding with the help of feedback loops, knowledge graphs and NLP
Image by Gerd Altmann from Pixabay Assisted annotation and other automation methods that can be used for knowledge graph creation and natural language understanding shoul...
GenAI: The User Interface to Artificial Intelligence (AI)?
Generative AI (GenAI) Chatbots like Microsoft Copilot (formerly Bing AI), Google’s Gemini (formerly Google Bard), and OpenAI ChatGPT (still OpenAI ChatGPT) are driving ...
Leveraging machine learning for predictive analysis in customer satisfaction surveys
The dynamic landscape of customer-centric businesses requires understanding and improving customer satisfaction. Traditional survey analysis rarely yields real-time actio...