Full-Stack AI with Ollama: Llama, Deepseek, Mistral, Phi-2..

Course Overview

• Course Title: Full-Stack AI with Ollama: Llama, Deepseek, Mistral, Phi-2..
• Instructor: Vivian Aranha
• Target Audience:
  • Beginners exploring artificial intelligence
  • Experienced developers
  • Developers
  • Data scientists
  • Entrepreneurs
  • Researchers
  • AI enthusiasts
• Prerequisites:
  • Basic Programming Knowledge
  • Basic Understanding of AI & Machine Learning
  • Familiarity with Web Development (Optional)

Curriculum Highlights

• Key Topics Covered:
  • AI Model Deployment
  • Building AI-Powered Applications
  • Implementing NLP Tasks
  • Developing AI-Powered Assistants
  • Generating & Debugging Code with AI
  • Integrating AI with Web Apps
  • Automating Business & Productivity Tasks
  • Working with Real-World Data & APIs
  • Optimizing AI Model Performance
• Key Skills Learned:
  • Installing, configuring, and using Ollama
  • Running AI models locally
  • Working with LLaMA 3, DeepSeek, Mistral, Mixtral, Phi-2, and CodeLlama
  • Natural language processing (NLP)
  • Text generation
  • Code completion and debugging
  • Document analysis
  • Sentiment analysis
  • AI-driven automation
  • Building AI-powered chatbots, content generators, text summarizers, resume builders, AI legal assistants, and automated API testers
  • Developing AI news summarizer, AI-powered proofreading tool, customer support chatbot, intelligent assistant for business automation
  • Fine-tuning AI prompts
  • Optimizing large language models
  • Deploying AI-powered applications efficiently
  • Text generation, AI-assisted writing, document extraction, SQL query generation, sentiment analysis, and multi-turn chatbot interactions
  • Building AI-powered tools for code generation, debugging, and software development
  • Fetching and processing real-time data using APIs
  • Creating real-time news summarizer, AI-powered financial report analyzer, and AI job application screener

Course Format

• Duration: 3 hours on-demand video
• Format: Self-paced online course
• Resources:
  • 8 downloadable resources
  • Access on mobile and TV
  • Certificate of completion