Artificial Intelligence A-Z 2024: Build 7 AI + LLM & ChatGPT is an in-depth course designed to introduce learners to various aspects of artificial intelligence, from foundational concepts to advanced applications. It covers both theory and practical skills for building multiple AI models, leveraging large language models (LLMs), and utilizing tools like ChatGPT. This course is ideal for anyone interested in AI, whether a beginner, student, or professional looking to upgrade their skills.
What you’ll learn
- Build 7 different AIs for 7 different applications
- Understand the theory behind Artificial Intelligence
- Master the State of the Art AI models
- Solve Real World Problems with AI
- Q-Learning
- Deep Q-Learning
- Deep Convolutional Q-Learning
- A3C (Asynchronous Advantage Actor-Critic)
- PPO (Proximal Policy Optimization)
- SAC (Soft Actor-Critic)
- LLMs
- Transformers
- Low-Rank Adaptation (LoRA) and Quantization (QLoRA)
- NLP techniques for Chatbots: Tokenization and Padding
- Fine-Tuning an LLM with Knowledge Augmentation
- As Extras: DDPG, Full World Model, Evolution Strategies & Genetic Algorithms
Key Topics Covered:
- 🧠 Foundations of AI: Learn essential AI concepts, including machine learning basics, neural networks, and algorithms, helping you understand the underlying principles of AI technology.
- 🤖 Building AI Models: Gain hands-on experience in creating a range of AI applications, from chatbots to recommendation systems, with a focus on practical, real-world projects.
- 📚 Large Language Models (LLMs): Delve into the workings of LLMs like GPT-4, learning how these models process, generate, and understand natural language to perform complex language tasks.
- 💬 ChatGPT Development: Build and deploy ChatGPT-based conversational agents, exploring techniques for creating engaging, accurate, and responsive chatbots.
- 🛠️ AI Tools & Frameworks: Get familiar with essential tools, including TensorFlow, PyTorch, and other popular frameworks, that streamline the development of AI and machine learning models.
- 📈 Data Processing & Management: Learn techniques for collecting, cleaning, and processing data, as data quality is a critical component in building effective AI systems.
Benefits of the Course:
- Practical, Project-Based Learning: Build seven complete AI projects, each designed to enhance your understanding of key AI concepts and tools.
- Hands-On with LLMs and ChatGPT: Master large language models and develop chatbots, which are highly relevant in today’s AI-driven world of customer support, automation, and content generation.
- Skills for AI Careers: The course provides both theoretical knowledge and practical experience, making it a great addition to your resume for roles in AI, machine learning, and data science.
- Continuous Updates: Updated for 2024, this course covers the latest advancements and trends in AI, ensuring that your skills remain relevant.
Artificial Intelligence A-Z 2024 equips you with essential AI skills, from building neural networks and understanding LLMs to deploying chatbots with ChatGPT. By completing this course, you’ll gain valuable experience and a comprehensive foundation in AI, enabling you to tackle diverse projects and explore new opportunities in this rapidly evolving field.