AI Resource Center
Created and curated for teams working on world-class AI applications
Discover Featured Blog Posts
Blog
Don’t Start from Scratch When Building Machine Learning Models
Read More
Blog
Types of Errors We See with Training Data: How to Recognize and Avoid Common Data Error
Read More
Blog
Data Science and Machine Learning Automation: What to Know About the State of Automation in AI
Read More
Blog
What is Data Annotation?
Read More
Blog
The Current State of AI 2021: Report Now Available
Read MoreExplore Filtered Resources
Blog
The Basics of Small Data: Actionable Data Provide a New Path Forward in AI
Read More
Blog
Verbatim vs. Intelligent Verbatim: Which Transcript Style to Choose, and When
Read More
Blog
Data Science and Machine Learning Automation: What to Know About the State of Automation in AI
Read More
Blog
Navigating the Transcription Process
Read More
Blog
Don’t Start from Scratch When Building Machine Learning Models
Read More
Blog
The Role of Data in Responsible AI: Data Decisions that Shape the Future of Ethical AI
Read More
Blog
What is Optical Character Recognition?
Read More
Blog
What is AutoML?
Read More
Blog
Where eBay Went Right—and Wrong—With AI: What You Measure Matters
Read More
Blog
The Current State of AI 2021: Report Now Available
Read More
Blog
Types of Errors We See with Training Data: How to Recognize and Avoid Common Data Error
Read More
Blog
Responsible AI Across the Value Chain: Ethical Approaches to AI from Data to Deployment—and Beyond
Read More
Blog
What is Training Data?
Read More
Blog
Five AI Market Trends for 2021: Shifting Approaches to Data, Use Cases, and More
Read More
Blog
What is Data Annotation?
Read More
Blog
How To Choose the Right Provider for Your Official Record Transcripts
Read More
Blog
What is Data Labeling?
Read More
Blog
How to Get Started: Building Trustworthy AI in the European Union
Read More
Blog
How to Reduce Bias in AI
Read More
Blog
Overcoming AI Deployment Challenges
Read More
Blog
Machine Vision vs. Computer Vision — What’s the Difference?
Read More
Blog
3 Things Business Decision-Makers Must Do to Create Better AI
Read More
Blog
What is Text Annotation in Machine Learning?
Read More
Blog
Secure Transcription Services for Sensitive Data
Read More
Blog
AI in Police Work
Read More
Blog
The Value of AI: Exploring Opportunities and Challenges in AI Technology
Read More
Blog
Response: Concerns regarding contractor onboarding
Read More
Blog
What is Human-in-the-Loop Machine Learning?
Read More
Blog
What is LiDAR?
Read More
Blog
Spelling Standardization: How Many Ways Can You Spell a Word?
Read More
Blog
You Can’t Just Use AI – You Must Lead With AI
Read More
Blog
An Introduction to Audio, Speech, and Language Processing
Read More
Blog
To Launch AI Successfully, Be Prepared to Scale
Read More
Blog
AI Data Acquisition and Governance
Read More
Blog
Four Tips to Pick Your Goldilocks Problem for AI
Read More
Blog
ML Techniques: Active Learning vs Weak Supervision
Read More
Blog
Video Annotation: What Is It and How Automation Can Help
Read More
Blog
AI Model Maintenance: A Guide to Managing a Model Post-Production
Read More
Blog
What is AI-Powered Search Relevance?
Read More
Blog
What Is Image Annotation and How Is It Used To Build AI Models?
Read More
Blog
Leveraging AI and Machine Learning for Content Moderation
Read More
Blog
The Four Key Challenges of AI in Financial Services
Read More
Blog
Where to Focus Artificial Intelligence Investments in Financial Services
Read More
Blog
AI Ethics: The Guide to Building Responsible AI
Read More
Blog
How to Approach Data Collection for Conversational AI Agents
Read More
Blog
Comprehensive Data Pipelines for Automotive AI Deployments
Read More
Blog
How to Build Successful Computer Vision Applications
Read More
Blog
Five Challenges of Artificial Intelligence for Automotive Applications
Read More
Blog
AI and Data Protection: Certifications and Regulations
Read More
Blog
How to Deploy AI with Confidence
Read More
Blog
What is Computer Vision?
Read More
Blog
Conversational AI: Making Smarter and More Scalable Models
Read More
Blog
Where to Focus Automotive Artificial Intelligence Investments Part Two: Out-of-Car Experience
Read More
Blog
Should You Build or Buy a Data Annotation Tool?
Read More
Blog
How Off-the-Shelf Training Datasets Can Save Your ML Teams Time and Money
Read More
Blog
Where to Focus Automotive AI Investments: In-Cabin Experience
Read More
Blog
What is Natural Language Processing?
Read More
Blog
Train AI Summit 2020: Speakers and Sessions Announced
Read More
Blog
What Does Interoperability Mean for the Future of Machine Learning?
Read More
Blog
Is Your Organization AI-Ready?
Read More
Blog
What is AIOps?
Read More
Blog
Common Sense AI: Making Deep Learning Technologies More Human
Read More
Blog
AI in E-commerce
Read More
Blog
The Role of Quality Assurance in Artificial Intelligence
Read More
Blog
Appen Machine Learning FAQ
Read More
Blog
How Artificial Intelligence is Reshaping Financial Services
Read More
Blog
AI in Banking Operations
Read More
Blog
Appen Offers Fully Integrated Figure Eight Solution
Read More
Blog
Crowd Survey Reveals How Appen Platform Helps During Global Pandemic
Read More
Blog
Crowd’s Collective Wisdom vs. Experts: Who Makes IBM Watson Smarter?
Read More
Blog
Improving Your Search Relevance Algorithm With Human Curated Data
Read More
Blog
How do you map out a conversation you haven’t even had yet?
Read More
Blog
How Artificial Intelligence Will Reshape the Auto Industry in an Experience-First World
Read More
Blog
Working In The Future: Embracing Work from Home
Read More
Blog
COVID-19 Update; Our Customers, Partners, Employees, and Crowd
Read More
Blog
Top 6 Trends for AI Initiatives Going into 2020
Read More
Blog
How to Build a Successful Task for the Crowd
Read More
Blog
Appen Recognized in Deloitte’s Technology Fast 50 & 500
Read More
Blog
AI at Finovate Summit: Beyond the Hype
Read More
Blog
How a Driverless Future Will Impact All of Us
Read More
Blog
Data Trends in the Zettabyte Era
Read More
Blog
Artificial Intelligence and Machine Learning Industry News: AI in Patient Care and Operations, AI as a Preventive Tool, and How Major Hospitals are Already Using AI
Read More
Blog
The Latest Innovations in Artificial Intelligence
Read More
Blog
Artificial Intelligence and Machine Learning Industry News: AI Trends Transforming the Way We Do Business
Read More
Blog
O’Reilly San Jose: Creating Autonomy for Social Robots
Read More
Blog
Creating Chatbots and Virtual Assistants That Really Work
Read More
Blog
Appen Around the Globe: Fall 2019 Conference Rundown
Read More
Blog
CVPR 2019: Progress and Challenges in the Field of Computer Vision
Read More
Blog
Cost-Effective Crowdsourcing Strategies for Dialogue Systems
Read More
Blog
How to Solve Common Data Challenges in Conversational Design
Read More
Blog
Appen on the Road: Events & Trade Shows this Summer
Read More
Blog
5 Reasons to Outsource Your Data Annotation Projects
Read More
Blog
Appen Recognized by Translators Without Borders
Read More
Blog
Three of the Most Innovative Automotive AI Applications at AutoSens Detroit
Read More
Blog
Insights from the International Conference on Acoustics, Speech, and Signal Processing
Read More
Blog
Appen Becomes Leading Language Service Provider; Maintains Leading Position in APAC
Read More
Blog
How to Remove Bias in Training Data
Read More
Blog
How a Tier 1 Automotive Software Provider Creates Smarter, More Natural In-Car Infotainment Systems
Read More
Blog
Using AI to Transform the Banking Experience
Read More
Blog
Improving the Accuracy of Automatic Speech Recognition Models for Broadcast News
Read More
Blog
How a Top Automotive OEM Localizes Its In-Car Experience with Appen
Read More
Blog
How to Create Training Data for Computer Vision Use Cases
Read More
Blog
Solving ML Training Data Challenges at Google Cloud Next
Read More
Blog
How Deep Learning is Transforming the Insurance Industry
Read More
Blog
RE·WORK’s Q&A with Wilson Pang, CTO of Appen
Read More
Blog
Why Human-Annotated Data is Key to Machine Learning: Three Use Cases
Read More
Blog
What New Jobs Will AI Create?
Read More
Blog
Want to Build a Better Computer Vision System? Give it the Right Training Data.
Read More
Blog
Appen’s Top Five Blog Posts from 2018
Read More
Blog
Recent AI Developments in China
Read More
Blog
Executive Insights from AI Summit NYC
Read More
Blog
Announcing the Launch of Appen’s New China Website
Read More
Blog
How AI Is Driving Innovation In eCommerce And Retail
Read More
Blog
Appen Recognized in the 2018 Deloitte Technology Fast 50 Australia Awards for Leadership
Read More
Blog
Machine Learning is Here to Stay
Read More