Natural Language Processing (NLP) Training in Leon

This instructor-led live training in Leon empowers finance practitioners and IT staff with the capabilities to implement Ollama locally. Participants will acquire the expertise to deploy, configure, and integrate large language models into secure financial workflows, adhering to compliance and automation best practices.

This live training in Leon empowers healthcare practitioners and IT teams to deploy Ollama for local LLMs. Participants will learn to integrate AI into clinical workflows, customize models for specific tasks, and maintain strict adherence to data privacy and regulatory compliance within secure healthcare environments.

This live, instructor-led training in Leon is designed to help beginners effectively apply Claude AI to customer support and service operations. Participants will gain skills in automating triage, drafting tone-aligned responses, and integrating AI into existing workflows through practical, hands-on exercises.

This live training on Claude AI in Leon empowers professionals to utilize the platform for data analysis and BI tasks. The curriculum covers exploratory data analysis, SQL generation, and dashboard design through natural language prompting, with the goal of streamlining workflows and enhancing the extraction of insights from business data.

This instructor-led, live training Leon (online or in-person) is designed for intermediate data scientists and developers aiming to apply NLP techniques using Python in Google Colab.

By the conclusion of this training, participants will be able to:

• Grasp the core concepts of natural language processing.
  
• Preprocess and clean text data for NLP tasks.
  
• Conduct sentiment analysis using NLTK and SpaCy libraries.
  
• Utilize Google Colab for text data processing, fostering scalable and collaborative development.
  

This instructor-led, live training in Leon (online or onsite) is designed for intermediate-level researchers, analysts, and knowledge workers aiming to leverage Claude AI to process large volumes of data, synthesize information, and automate research tasks.

Upon completion of this training, participants will be able to:

• Utilize Claude AI for conducting literature reviews and synthesizing research.
• Summarize reports, research papers, and long-form documents.
• Extract key insights and trends from both structured and unstructured data.
• Integrate Claude AI into research and knowledge management workflows.

This instructor-led, live training in Leon (online or onsite) is aimed at beginner-level to intermediate-level content creators, writers, and marketers who want to leverage Claude AI for content generation, editing, and summarization to enhance blogs, reports, and marketing materials.

By the end of this training, participants will be able to:

• Use Claude AI for content brainstorming and idea expansion.
• Enhance writing with AI-assisted editing and proofreading.
• Generate summaries for long-form content and reports.
• Automate marketing copy creation for different platforms.

This instructor-led, live training in Leon (online or onsite) targets advanced professionals seeking to fine-tune and customize AI models on Ollama for enhanced performance and domain-specific applications.

By the conclusion of this training, participants will be able to:

• Establish an efficient environment for fine-tuning AI models on Ollama.
• Prepare datasets for supervised fine-tuning and reinforcement learning.
• Optimize AI models for enhanced performance, accuracy, and efficiency.
• Deploy customized models within production environments.
• Assess model improvements and verify robustness.

This instructor-led, live training in Leon (online or onsite) is designed for advanced professionals aiming to implement secure and efficient AI-driven processes using Ollama.

Upon completing this training, participants will be equipped to:

• Deploy and configure Ollama for private AI processing.
• Integrate AI models into secure enterprise workflows.
• Optimize AI performance while upholding data privacy.
• Automate business processes using on-premise AI capabilities.
• Ensure adherence to enterprise security and governance policies.

This instructor-led, live training in Leon (online or onsite) is designed for intermediate-level software developers and AI engineers who want to integrate Claude AI into their applications, create AI-powered chatbots, and enhance software functionality with AI-driven automation.

By the end of this training, participants will be able to:

• Utilize the Claude AI API to integrate AI into applications.
• Develop AI-driven chatbots and virtual assistants.
• Enhance applications with AI-powered automation and NLP.
• Optimize and fine-tune Claude AI models for various use cases.

This instructor-led, live training in Leon (online or onsite) is tailored for beginner-level professionals who wish to integrate Claude AI into their daily workflows to enhance efficiency and automation.

By the end of this training, participants will be able to:

• Use Claude AI for automating repetitive tasks and streamlining workflows.
• Enhance personal and team productivity using AI-powered automation.
• Integrate Claude AI with existing business tools and platforms.
• Optimize AI-driven decision-making and task management.

This instructor-led, live training in Leon (online or on-site) is aimed at intermediate-level professionals who wish to deploy, optimize, and integrate LLMs using Ollama.

By the end of this training, participants will be able to:

• Set up and deploy LLMs using Ollama.
• Optimize AI models for performance and efficiency.
• Leverage GPU acceleration for improved inference speeds.
• Integrate Ollama into workflows and applications.
• Monitor and maintain AI model performance over time.

This live, instructor-led training in Leon (online or onsite) is designed for intermediate-level data scientists, AI developers, and AI enthusiasts who wish to use LLMs to perform various NLP tasks and create novel and diverse content for different purposes.

By the end of this training, participants will be able to:

• Establish a development environment with LLMs and essential tools.
• Expertly perform NLU and NLI tasks with LLMs.
• Extract, infer, and utilize knowledge graphs effectively.
• Generate and manage dialogues using LLMs for conversational applications.
• Evaluate content quality and diversity generated by LLMs and generative AI.
• Apply ethical principles, ensuring fairness and responsible use of LLMs.

This instructor-led, live training in Leon (online or onsite) is designed for intermediate-level professionals who want to enhance their NLP projects by effectively fine-tuning pre-trained language models.

By the end of this training, participants will be able to:

• Understand the fundamentals of fine-tuning for NLP tasks.
• Fine-tune pre-trained models such as GPT, BERT, and T5 for specific NLP applications.
• Optimize hyperparameters to improve model performance.
• Evaluate and deploy fine-tuned models in real-world scenarios.

This instructor-led, live training in Leon (online or onsite) is aimed at beginner-level professionals who wish to install, configure, and use Ollama for running AI models on their local machines.

By the end of this training, participants will be able to:

• Understand the fundamentals of Ollama and its capabilities.
• Set up Ollama for running local AI models.
• Deploy and interact with LLMs using Ollama.
• Optimize performance and resource usage for AI workloads.
• Explore use cases for local AI deployment in various industries.

A two-day course designed for developers who already utilize AI coding tools like Cursor, Claude Code, or Copilot. The curriculum focuses on delegating end-to-end tasks to agents, constructing a personalization stack (Rules, AGENTS.md, Skills, MCP, Agents), connecting and developing MCP servers, executing agents in parallel, and implementing structured agentic workflows. The content is tool-agnostic and serves as a follow-up to the Foundations course.

This two-day program introduces AI-assisted software development for beginners, including those with minimal or no coding background. The course explains how these tools function, teaches prompt engineering techniques, and demonstrates their application to typical tasks such as building a project from scratch, working within an existing codebase, and evaluating outcomes. The curriculum is tool-agnostic and applicable to Cursor, Claude Code, Copilot, and similar platforms. This course serves as a prerequisite for the Agentic AI Development: Advanced Workflows course.

This two-phase training program is tailored for software delivery teams aiming to weave AI-assisted engineering workflows into their daily operations using Claude Code.

This course provides Artificial Intelligence technical training within Leon, covering data analysis, distributed machine learning, and natural language processing to help developers build large-scale intelligent systems. The content explores practical applications of Spark MLlib, recommendation engines, Word2Vec semantic analysis, and RNN-LSTM architectures, assisting professionals in transforming raw data into automated decision-making pipelines that can be deployed in production environments, thereby comprehensively enhancing core competencies in intelligent system construction.

This instructor-led, live (online or in-person) training in Leon is aimed at beginner users who want to leverage Claude to improve administrative productivity and optimize corporate tasks through generative artificial intelligence. Upon completing this training, participants will be able to:

• Understand the fundamentals of generative AI and how Claude works.
• Create effective prompts for administrative and corporate tasks.
• Draft and improve documents, emails, and reports using AI.
• Organize tasks and streamline daily administrative activities.
• Use Claude as a support tool for basic data analysis and spreadsheets.
• Apply security best practices and validate content generated by AI.

This instructor-led, live training in Leon (online or onsite) is aimed at senior leaders and executives who wish to harness Claude as a strategic business assistant to enhance decision-making, accelerate planning and build competitive advantage through AI-augmented leadership.

Claude Code is not a code-completion tool — it is a terminal-native development agent that reads your codebase, plans multi-step changes, runs tests, and drives tasks from a single instruction to a working result. This one-day workshop gives participants structured, hands-on experience: configuring Claude Code for real projects, writing delegations that produce reviewable results, using CLAUDE.md as a persistent project memory, and connecting internal tools via the Model Context Protocol.

This instructor-led live training in Leon is aimed at intermediate-level developers who wish to take a project from idea to a deployed, production-ready application using Claude Code.

By the end of this training, participants will be able to:

• Configure Claude Code and guide it effectively with a CLAUDE.md.
• Scaffold an application and integrate data and a CMS.
• Build tests and run QA with subagents.
• Set up automated deployment to Vercel or Cloud Run.

Ollama is an open-source solution designed for executing large language models locally on both consumer and enterprise-grade hardware. It streamlines model quantization, GPU resource allocation, and API delivery into a unified command-line interface, empowering organizations to self-host LLMs such as Llama, Mistral, and Qwen without transmitting prompts or sensitive data to providers like OpenAI, Anthropic, or Google.