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At Swenetix, we offer industry-leading courses designed to equip learners with the skills and knowledge needed to excel in the fast-paced world of technology.
Naive Bayes Algorithm in Machine Learning
Naive Bayes assumes that each feature contributes independently to the final classification. For example, in spam detection for sentence “Get free money now”, it treats the words "free" and "money" as unrelated even if they often appear together. This means it multiplies their individual probabilities without considering their relationship.
AI Automation with n8n & AI Agents
Workflow automation leverages technology to execute tasks and processes with minimal human intervention. It transforms manual, repetitive work into streamlined, efficient operations. The primary goal is to boost operational efficiency, significantly reduce human error, and free up valuable human capital for more strategic tasks. It's a key driver of digital transformation across all industries, from finance to healthcare.
Fine-Tuning AI Models: Customizing Intelligence
Fine-tuning is the process of taking a pre-trained AI model and further training it on a smaller, task-specific dataset. Think of it like taking a skilled generalist (the pre-trained model) and giving them specialized training to become an expert in a particular field.
Building AI Agents with LLMs
An AI Agent is an autonomous or semi-autonomous system that leverages a large language model (LLM) to understand user intent, reason through possible actions, and execute tasks by integrating external tools (e.g., APIs or custom functions), accessing stored knowledge (memory), and retrieving external information.
Model Context Protocol (MCP)
Model Context Protocol (MCP) is an open standard developed by Anthropic, the company behind Claude. Model Context Protocol (MCP) is an open standard that enables large language models to interact dynamically with external tools, databases, and APIs through a standardized interface.
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