Data Science

Federated Learning and Privacy-preserving RAGs

September 28, 2024
Posted by Luca Berton
RAG, federated learning, privacy-preserving AI, Luca Berton, AI course, Pluralsight, machine learning, information retrieval, secure AI, TensorFlow Federated, PyTorch, OpenMined, Microsoft SEAL, data privacy, decentralized learning, AI security, customer support AI, NLP, generative AI, AI solutions

Watch on Pluralsight Introduction In the ever-evolving landscape of AI and machine learning, customer support is a field that demands quick and precise responses.

Setting Up Neo4j GenAI Environment on Fedora Using Ansible

September 25, 2024
Posted by Luca Berton
Neo4j, GenAI, Fedora, Ansible, Python, AI, Graph Database, Full-Text Index, Vector Index, OpenAI, RAG, Database Setup, Data Retrieval, AI Integration, Automation, Neo4j Setup, Ansible Playbook, Linux, System Administration, Data Science

Setting Up a Neo4j GenAI Environment on Fedora In this article, we will walk through the steps to set up a Neo4j GenAI Python environment on a Fedora system using Ansible automation.

Evaluating RAG Solutions by Luca Berton on Pluralsight

August 12, 2024
Posted by Luca Berton
RAG, Retrieval Augmented Generation, AI, machine learning, AI training, Luca Berton, Pluralsight, customer support AI, AI solutions, LLM, AI development, information retrieval, NLP, TensorFlow, PyTorch, AI models, AI course, data science, AI optimization, AI integration

Watch on Pluralsight Introduction In today’s world, customer support needs to be fast and accurate.

Understanding Tokens: The Key to Smarter AI Models

August 5, 2024
Posted by Luca Berton
AI, tokens, artificial intelligence, machine learning, AI models, data processing, smart AI, deep learning, technology, tech explained, natural language processing, NLP, context window, AI performance, computational linguistics, AI education, AI tutorial, digital transformation, innovation, tech trends

Introduction In the world of artificial intelligence (AI), tokens are often discussed but not always fully understood by those outside the technical community.

Google Vertex AI vs. Amazon SageMaker: AI Platform Comparison

February 29, 2024
Posted by Luca Berton
AI, machine learning, Google Vertex AI, Amazon SageMaker, cloud computing, AI development, ML models, AutoML, TensorFlow, AWS, scalability, performance, pricing, technology comparison, data science, AI platforms, cloud services, model training, AI integration, machine learning tools

Introduction Google Vertex AI vs. Amazon SageMaker: Navigating the AI Development Seas

Solving the Conda Activation Error

Introduction If you’re working in data science, machine learning, or any field involving Python programming, you might be familiar with Conda – a powerful package and environment management system.

Efficient YouTube Playlist Video Metadata Extraction

December 29, 2023
Posted by Luca Berton
Python, Pytube, YouTube playlist, Automation, Video Details, Scripting, Web Scraping, Data Retrieval, Programming, Code Tutorial, Software Development, Data Analysis, Content Automation, YouTube API, Python Libraries, Information Extraction, Coding Tutorial, Video Metadata, Educational, Tech Tools

Introduction YouTube is a vast repository of videos covering a multitude of topics.