Subjects
Technology
3D AI Algorithms Artificial Intelligence Big Data Blockchain Computer Networking Computer Science Computer Security Computer Vision Cryptography Cyber Security Data Analysis Data Mining Data Science Deep Learning Machine Learning Neural Networks Programming Software Engineering Web Development
Science
Anatomy Astrobiology Astronomy Biochemistry Biology Chemistry Epidemiology Genetics Geology Neuroscience Physics Physiology
Business
Accounting Business Development Business Strategy Economics Entrepreneurship Finance Marketing Operations Management Project Management
Humanities
Ancient History Anthropology Art History Ethics Gender Studies History Literature Philosophy Psychology Sociology
Health & Medicine
Clinical Trials Health Education Healthcare Nursing Nutrition Public Health
Law
Contract Law Corporate Law International Law Labor Law
Education
Curriculum Development E-Learning Educational Technology Higher Education Instructional Design Special Education
Arts & Design
Architecture Art & Design Fashion Design Graphic Design Interior Design UX/UI Design
Other
Environmental Science Ethnic Studies Music Theory Political Science Religious Studies
Search results for ai
455 courses found
Subjects & Topics
Modality
Level
Certificate
Pricing

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
image

DavidsonX: AI Technology for Marketing Optimization

By Davidson College Certificate or Program credits

Unlock the potential of AI in marketing by mastering advanced techniques such as predictive analytics, real-time optimization, NLP, email personalization, and social media strategy for impactful marketing.

Subject & Topics: Business & Management.
$49
Introductory
Virtual
image

RWTHx: Statistical and Probabilistic Foundations of AI

By RWTH Aachen University Certificate or Program credits

'Statistical and Probabilistic Foundations of AI' provides an accessible overview of the mathematics and statistics behind fundamental concepts of data science, machine learning, and artificial intelligence. It covers descriptive and exploratory data analysis and a brief introduction to inferential statistics. It provides the principles of probability necessary to understand the methods used in inferential statistics and machine learning at an introductory level.

Subject & Topics: Computer Science.
$99
Intermediate
Virtual
image

LinuxFoundationX: Data and AI Fundamentals

By The Linux Foundation Certificate or Program credits

Learn the fundamentals of Artificial Intelligence with a combination of AI fundamentals and an overview of the rich Linux Foundation AI & Data projects ecosystem. It is well-suited for any kind of AI adopter, regardless of the professional background and level of technical knowledge.

Subject & Topics: Computer Science.
$189
Introductory
On-Demand
image

StellenboschX: Higher education assessing in the age of AI

By Stellenbosch University Certificate or Program credits

This course delves into the role of assessment in higher education amid the advancements in AI. Participants will reflect on the integration of AI tools in assessments, with a focus on enhancing student engagement, authenticity, and academic integrity. Key principles of assessment and feedback in higher education will be covered, with an emphasis on leveraging AI to foster higher-order thinking skills. Participants will also explore value-based considerations related to AI-use in assessment.

Subject & Topics: Education & Teacher Training.
$149
Intermediate
On-Demand
image

DelftX: AI in Architectural Design

By Delft University of Technology Certificate or Program credits

Learn about the elements of AI, machine learning and computer vision as applied to architectural design practice and research.

Subject & Topics: Design.
$109
Introductory
Virtual
image

LinuxFoundationX: Ethical Principles for Conversational AI

By The Linux Foundation Certificate or Program credits

Learn about the impact and ethical challenges of conversational/voice AI, while exploring the principles and frameworks needed to help avoid potential harm as humans interact with the technology.

Subject & Topics: Computer Science.
$149
Introductory
On-Demand
image

GTx: Assessment Design with AI

By The Georgia Institute of Technology Certificate or Program credits

Learn how to adjust your assessments to thrive—not just survive—in a world of pervasive conversational AI like ChatGPT.

Subject & Topics: Education & Teacher Training.
$99
Introductory
On-Demand
image

StellenboschX: Higher education teaching in the age of AI

By Stellenbosch University Certificate or Program credits

In this course participants will critically examine the changing role of university teachers, considering the implications of AI on the teaching profession. The course provides a thoughtful and theoretically informed exploration of practical responses to the paradigm shift in teaching methodologies and pedagogical approaches required in the AI-infused higher education environment. In addition, participants will also critically analyse the value considerations of incorporating AI in teaching.

Subject & Topics: Education & Teacher Training.
$149
Intermediate
On-Demand
image

DelftX: Ethics in AI Design

By Delft University of Technology Certificate or Program credits

Learn how to incorporate ethics into the development and implementation of AI systems.

Subject & Topics: Philosophy & Ethics.
$149
Intermediate
On-Demand