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Unclaimed ProfileThis masterclass, curated by industry expert Hadelin de Ponteves, offers an exhaustive journey through the rapidly evolving landscape of modern artificial intelligence. Ideal for software engineers, data scientists, and ambitious tech enthusiasts, the curriculum seamlessly bridges the gap between theoretical AI foundations and practical, real-world deployment. Learners will explore the cutting edge of GenAI and Agentic AI, moving far beyond basic prompt engineering to master advanced Reinforcement Learning (RL) techniques. The course stands out by guiding students through the construction of seven distinct, production-ready AI applications. You will dive deep into foundational concepts like Deep Q-Learning, Proximal Policy Optimization (PPO), and Soft Actor-Critic (SAC), while also gaining hands-on experience with modern LLM optimization strategies such as Low-Rank Adaptation (LoRA) and QLoRA fine-tuning. By addressing critical NLP techniques, tokenization, and knowledge augmentation, this training equips you to build sophisticated chatbots and autonomous agents capable of solving complex business challenges. Whether you are aiming to transition into a dedicated machine learning role or want to integrate state-of-the-art AI models into your current workflow, this comprehensive 17-hour guide provides the exact toolkit needed to succeed in the era of Generative AI.
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Hadelin de Ponteves is a renowned AI educator and software engineer who has dedicated his career to simplifying complex machine learning concepts for students worldwide. With a background grounded in data science and advanced mathematics, he has built an extensive library of educational content that bridges the gap between academic theory and practical, real-world application. Hadelin is perhaps best known for his ability to distill intricate topics like Reinforcement Learning, Generative AI, and autonomous agents into intuitive, step-by-step programming tutorials. Over the years, he has helped hundreds of thousands of learners transition from coding novices to AI practitioners capable of…Show more
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Program Overview
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Price may change · updated within 1–2 weeks
Course language
Learning format
Subcategory
Price
Price may change · updated within 1–2 weeks
Course language
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
- Deep Q-Learning
- Deep Convolutional Q-Learning
- A3C (Asynchronous Advantage Actor-Critic)
- PPO (Proximal Policy Optimization)
- SAC (Soft Actor-Critic)
- 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
Best For
- Software engineers and data scientists looking to master advanced Reinforcement Learning and agentic workflows.
- Tech professionals who want to transition from basic prompt engineering to production-ready LLM fine-tuning.
- AI enthusiasts aiming to build a portfolio by constructing seven distinct, functional AI applications.
- Developers interested in practical implementations of PPO, SAC, and QLoRA fine-tuning.
Not For
- Individuals seeking a high-level, non-technical overview of AI without engaging in coding or mathematics.
- Complete beginners with zero exposure to programming or basic machine learning concepts.
- Learners strictly looking for no-code tools or drag-and-drop AI platform tutorials.
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