Explore large language models and generative AI with free resources from Google Cloud, Hugging Face, and Andrej Karpathy. Build with GPT, understand transformers, and create AI applications.
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Probability, linear algebra, attention mechanisms
Python data science skills; experience with NLP libraries
Intro to Large Language Models
BeginnerNeuro-Symbolic AI for EGI: Explainable, Grounded, and Instructable Generations
Intermediate7 essential generative AI concepts for solutions architects
IntermediateTrusted AI Safety Expert (TAISE) Certificate
IntermediateCohere's LLM University
AdvancedGenerative AI for Insurance in Financial Services
IntermediateTraining & Fine-Tuning LLMs for Production
IntermediateGenerative AI Learning Plan for Developers
IntermediateAI Bootcamp for Health and Fitness Coaches
IntermediateAn Essential Guide to AI for Educators
IntermediateUsing Generative AI in technical writing
IntermediateAI for Cybersecurity
BeginnerAI for Grant Writing
IntermediateAI in National Security: Integrating Artificial Intelligence into Public Sector Missions
IntermediateData Analytics Course with Generative AI
IntermediateChatGPT for Beginners: Using AI for Market Research
IntermediateGenerative AI for Business Leaders
BeginnerIntroduction to Generative AI Learning Path
BeginnerGenerative AI for Developers Learning Path
IntermediateIntro to Large Language Models
BeginnerNeuro-Symbolic AI for EGI: Explainable, Grounded, and Instructable Generations
Intermediate7 essential generative AI concepts for solutions architects
IntermediateTrusted AI Safety Expert (TAISE) Certificate
IntermediateCohere's LLM University
AdvancedGenerative AI for Insurance in Financial Services
IntermediateTraining & Fine-Tuning LLMs for Production
IntermediateGenerative AI Learning Plan for Developers
IntermediateAI Bootcamp for Health and Fitness Coaches
IntermediateAn Essential Guide to AI for Educators
IntermediateUsing Generative AI in technical writing
IntermediateAI for Cybersecurity
BeginnerAI for Grant Writing
IntermediateAI in National Security: Integrating Artificial Intelligence into Public Sector Missions
IntermediateData Analytics Course with Generative AI
IntermediateChatGPT for Beginners: Using AI for Market Research
IntermediateGenerative AI for Business Leaders
BeginnerIntroduction to Generative AI Learning Path
BeginnerGenerative AI for Developers Learning Path
IntermediateFollow these courses in order to complete the learning path. Click on any course to enroll.
This tutorial introduces Neuro-Symbolic AI as a method to enhance Large Language Models (LL Ms). It focuses on making LL Ms more robust, explainable, and instructable by combining symbolic knowledge structures with statistical learning techniques. The goal is to address the limitations of black-box LL Ms, particularly in terms of transparency and domain-specific protocol understanding.
An article that delves into seven essential AWS services and architectural patterns that solutions architects need to know to successfully design and implement AI-powered solutions in the cloud.
A comprehensive certificate program that equips professionals to lead the safe, secure, and responsible development and deployment of AI systems. The course covers the full AI lifecycle from generative AI fundamentals and architecture to governance, risk management, privacy, and cloud security through 10 modules.
A learning destination by Cohere for mastering Enterprise AI technologies, designed for developers and technical professionals. It offers comprehensive resources and expert-led courses on topics like Large Language Models, Text Representation, Semantic Search, and Retrieval-Augmented Generation (RAG).
This program equips insurance professionals with the skills to leverage Generative AI tools to enhance efficiency and accuracy in underwriting and claims processing, improve customer service, and perform risk assessments.
A free course with over 50 theoretical lessons and 10 practical projects, teaching how to train, fine-tune, and deploy LL Ms into AI products. It covers SFT, RLHF, LoRA, and custom model training.
A 3-hour fundamental course that is part of a learning plan to help grow technical skills for building scalable and secure generative AI applications on AWS.
A self-guided course for health and fitness coaches on utilizing AI tools like ChatGPT and DALL-E 3 to create personalized client resources, marketing content, and enhance coaching methodologies. The course offers practical features like simulated client interactions and feedback analysis.
A free, 2-hour, hands-on course designed to help educators get started with ChatGPT to save time, engage students, and implement AI responsibly.
An ISTC-accredited course that provides a framework for using generative AI tools like ChatGPT in various stages of a technical writing project. It aims to help technical communicators understand how to leverage AI to become more efficient and effective.
This specialization covers key AI concepts for cybersecurity including anomaly detection, generative AI, fraud detection, and intrusion prevention. Learners will gain skills in threat detection, cyber threat intelligence, and network analysis. The course is designed for beginners and can be completed in 3-6 months.
This course from Kennesaw State University is designed to help learners use generative AI to enhance their grant writing skills. It covers prompt engineering and ethical AI use to streamline the grant writing process, from creating solicitation letters to structuring detailed proposals.
This course is designed to upskill national security professionals in AI, focusing on hands-on, use-case driven applications of AI tools like ChatGPT and Gemini for national security missions.
This course equips you with the skills to optimize data workflows, automate analysis, and generate actionable insights using AI. It covers automating ETL processes and generating synthetic data with tools like ChatGPT-4 and MOSTLY AI.
A project-based course that teaches how to utilize ChatGPT to create surveys, polls, and other artifacts for both primary and secondary market research. It also covers harnessing the power of ChatGPT for translating market research text and collaterals into multiple languages.
Introduction to Generative AI Learning Path
Generative AI for Developers Learning Path
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Explore large language models and generative AI with free resources from Google Cloud, Hugging Face, and Andrej Karpathy. Build with GPT, understand transformers, and create AI applications.
You'll work through Deepen your understanding with advanced concepts; Build more complex real-world projects; Learn optimization and best practices; Process and tokenize text data effectively; Build text classification and sentiment analysis models; Implement named entity recognition (NER) systems.
About 44 hours of study across 19 courses — and you can go at your own pace.
It's pitched at intermediate level, so a little prior familiarity helps.
19 curated courses, sequenced from foundational to advanced.
The courses in this path can be started for free.
Enroll in this path to track your progress and stay motivated.