Search results for ai
371 courses found
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Certificate
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Introduction to On-Device AI

By DeepLearning.AI

Master the emerging skills of on-device AI deployment with this comprehensive course, designed to empower you to optimize and run AI models efficiently on billions of edge devices, such as smartphones and IoT units. Taught by Krishna Sridhar, a seasoned engineering director at Qualcomm, the course covers key techniques from converting and quantizing models for enhanced performance to integrating and testing them within real-world mobile applications.

What you will learn:
  • Convert and quantize AI models to improve performance and reduce size for edge devices.
  • Integrate and deploy AI models in mobile environments, enhancing efficiency and maintaining privacy.
    • _cal dimension for optimal on-device performance.
Subject & Topics: AI.
Free
Introductory
On-Demand

Multi AI Agent Systems with crewAI

By DeepLearning.AI

Discover the art of maximizing AI efficiency with our course led by João Moura, founder of crewAI, where you learn to design and manage a team of specialized AI agents to automate complex, multi-step business processes using the crewAI library. This course is ideal for those with some background in prompt engineering and coding, looking to enhance their professional capabilities using large language models (LLMs) and multi-agent systems.

What you will learn:
  • Design and orchestration of AI agents to perform specialized roles in executing multi-step tasks.
  • Application of multi-agent systems to automate common business processes like event planning and customer support.
  • Effective management and error handling in AI systems to ensure reliable operation and outcome.
Subject & Topics: AI.
0
Introductory
On-Demand

Evaluations of AI Applications in Healthcare

By Stanford Certificate or Program credits available

This course is designed to provide a comprehensive overview and in-depth analysis of the downstream aspects of the AI healthcare continuum, from clinical, technical, ethics, legal, regulatory, and health policy perspectives with a vision for empowerment, efficient and equitable care. 
Subject & Topics: Machine Learning, Artificial Intelligence, AI, Healthcare, Health.
$79
Introductory
On-Demand

Quantization Fundamentals with Hugging Face

By DeepLearning.AI

Learn the techniques of model compression in this innovative course, leveraging the Hugging Face Transformers and Quanto libraries to make your AI models faster, more efficient, and compatible with a variety of devices. Gain practical, hands-on experience with linear quantization and downcasting to ensure your models are optimized for performance without sacrificing quality.

What you will learn:
  • How to apply linear and "downcasting" quantization techniques to reduce model size and enhance performance.
  • The core principles of model quantization, equipping you to compress generative AI models like large language and vision models.
  • Practical skills in using the Transformers and Quanto libraries for effective model compression.
Subject & Topics: AI.
Free
Introductory
On-Demand

Getting Started with Mistral

By DeepLearning.AI

Learn the world of Mistral AI with this comprehensive course that provides hands-on experience with both its open source and commercial models. Learn how to integrate large language models into your software applications using Mistral’s API and JSON mode, and develop skills needed for effective AI-powered solutions.

What you will learn:

  • How to access and use Mistral models, including the advanced Mixtral 8x7B and 8x22B, for various tasks via API and web interface.
  • Techniques for leveraging Mistral’s function calling capability to enhance LLM’s task performance, especially in data retrieval and management.
  • Building and implementing a Retrieval Augmented Generation system to improve response accuracy and interaction in AI-driven applications.
Subject & Topics: AI.
Free
Introductory
On-Demand

Building Multimodal Search and RAG

By DeepLearning.AI

Dive into the future of AI with this course on multimodal systems, where you will learn to build and implement RAG systems that leverage multimodal data for improved reasoning and context retrieval. Gain practical skills in contrastive learning, multimodal search, and building advanced recommender systems that can process and analyze different data types efficiently.

What you will learn:

  • How to implement contrastive learning to train multimodal models on various datasets.
  • Skills to build and utilize multimodal RAG systems for enhanced information retrieval and generation.
  • Techniques to create multi-vector recommender systems that integrate multiple modalities for accurate recommendations.
Subject & Topics: AI.
0
Intermediate
On-Demand

Building Agentic RAG with LlamaIndex

By DeepLearning.AI

Discover the art of building sophisticated AI agents with our cutting-edge course led by Jerry Liu, CEO of LlamaIndex. Master the agentic RAG framework to create intelligent agents capable of reasoning, decision-making, and dynamic data handling, propelling your Python skills into the realm of advanced AI applications.

What you will learn:
  • Construct and utilize a router agent for task-specific queries like Q&A and summarization over documents.
  • Develop a multi-step research assistant agent that intelligently navigates and analyzes multiple documents.
  • Implement effective debugging and control mechanisms to ensure the accuracy and efficiency of your AI agents.
Subject & Topics: AI.
0
Introductory
On-Demand

Work Smarter with Crowdsourcing

By Stanford Certificate or Program credits available

Harness the Data Revolution with Crowds and Machines by which Harvard faculty and crowdsourcing expert Dmitri Williams and AI expert Serguei Netessine will help you build knowledge on this fast-growing trend.
Subject & Topics: Engineering, Crowdsourcing, Ai, Artificial Intelligence, Digital Transformation Xdgt211, Michael Bernstein, Technology Integration.
$765
Introductory
On-Demand

Designing Reliable and Robust AI Systems

By Stanford

This online short course covers the design of reliable and safe machine learning systems.
Subject & Topics: Engineering, AI Safety, What Is Ai Safety, Corso, Kochenderfer, Trustworthy, Safe, Reliable, Robust, Validation, Verification, Neural Networks, Machine Learning, Explainability, Failure, Estimation, Adversarial, Uncertainty Quantification, Detection, Safety, Ai, Artificial Intelligence.
$1,000
Introductory
Virtual

Preprocessing Unstructured Data for LLM Applications

By DeepLearning.AI

Dive into the world of advanced data handling with our comprehensive course that teaches you how to enhance the functionality of Large Language Models (LLM) by preprocessing a variety of document types and enriching content with metadata. Ideal for individuals eager to develop high-performing RAG systems, this course offers practical skills and in-depth knowledge on data normalization, metadata enrichment, and document image analysis to elevate your LLM applications.

What you will learn:
  • Effective preprocessing techniques for various document types to refine LLM application development.
  • Normalization of diverse documents into a common format and enhancing them with metadata for improved search capabilities.
  • Advanced document image analysis methods, including layout detection and vision transformers, to process and interpret complex data sources.
Subject & Topics: AI.
Free
Intermediate
On-Demand

Building Energy Efficiency: Technology, Policy & Finance

By Stanford Certificate or Program credits available

In this online course, Dian Grueneich will help you understand how Building Energy Efficiency (BEE) technologies work, how to assess their potential energy and cost benefits, and how to integrate them with other efficiency measures.
Subject & Topics: Engineering, Energy Course, Energy Technologies, Renewable Energy, Renewables, Innovation, Decarbonize, Sustainability, Grid, Smart Cities, Financial Mechanisms, Policies, Digital Technologies, AI, Data Analytics.
$395
Introductory
On-Demand
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ICA: Ethics and AI

By International Compliance Association Certificate or Program credits

Unravel the ethical challenges with artificial intelligence (AI) and how they can be understood using traditional ethical models.

Subject & Topics: Ethics.
$249
Introductory
On-Demand
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HP: HP AI Teacher Academy

By HP Certificate or Program credits

HP AI Academy is designed to equip educators with the essential knowledge and skills to understand, use, and evaluate generative AI systems and tools. (Approximate time 3 hrs.)

Educators who complete this course will be able to

  • Identify ways to integrate AI literacy into their teaching practices;
  • Understand their ethical responsibilities, and ways to evaluate AI tools and outputs for their classrooms
  • Select and use AI tools that are safe and effective for their learners
Subject & Topics: Education & Teacher Training.
$5
Introductory
On-Demand
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HP: Generative AI in Game Development

By HP Certificate or Program credits

Generative AI is transforming game development, enabling more immersive and interactive experiences. This course covers AI’s role in narrative, concept art, texturing, modeling, and animation. Gain hands-on skills to enhance creativity and efficiency, crucial for modern developers. Create stunning visuals, lifelike characters, and captivating stories with AI. Get a free verified certificate using referral code 6FJGJOTX7MFH5M2H.

Subject & Topics: Computer Science.
$5
On-Demand
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WOBI: AI & Innovation with Hila Lifshitz-Assaf

By WOBI Certificate or Program credits

Are you eager to unlock the undiscovered potential of AI in your business? Join Hila Lifshitz-Assaf, Professor at Warwick Business School and AI Innovation expert, for this groundbreaking masterclass.

Subject & Topics: Business & Management.
$309
Intermediate
On-Demand
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StellenboschX: Reimagining higher education teaching in the age of AI

By Stellenbosch University Certificate or Program credits

This course provides an exploration of the evolving role of higher education in the context of AI advancements. Participants will examine the concept of AI literacies and their significance in navigating the AI landscape in the context of what future graduates will need to thrive. Emphasis is placed on values-based approaches and considerations for incorporating user-facing AI in higher education, along with discussions on human-machine relationships and preparing for an AI-infused future.

Subject & Topics: Education & Teacher Training.
$149
Intermediate
On-Demand
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LinuxFoundationX: Ethics in AI and Data Science

By The Linux Foundation Certificate or Program credits

Learn how to build and incorporate ethical principles and frameworks in your AI and Data Science technology and business initiatives to add transparency, build trust, drive adoption, and lead with trust and responsibility.

Subject & Topics: Business & Management.
$189
Introductory
On-Demand
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DavidsonX: AI Prompt Engineering for Beginners

By Davidson College Certificate or Program credits

Welcome! In this one hour online course, we invite curious learners, regardless of technical background, to unlock the potential of AI language tools through the art of prompt engineering. Delve into the world of ChatGPT and learn how to craft effective prompts that yield powerful and relevant responses. Whether you're new to AI or seeking to enhance your AI interaction skills, this crash course will set you on the path to becoming a proficient prompt engineer.

Subject & Topics: Computer Science.
$39
Introductory
On-Demand
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RaspberryPiFoundation: Teach Teens Computing: Understanding AI for Educators

By Raspberry Pi Foundation Certificate or Program credits

Discover the world of artificial intelligence (AI) and how it is set to change the ways we teach and learn. Gain valuable experience for discussing and using AI tools with your learners.

Subject & Topics: Education & Teacher Training.
$59
Introductory
On-Demand
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DelftX: AI in Practice: Applying AI

By Delft University of Technology

Learn about the implementation and practical aspects of Artificial Intelligence and how to write a plan for applying AI in your own organization in a step-by-step manner.

Subject & Topics: Business & Management.
$249
Intermediate
On-Demand