Machine Learning Model

How Data and Machine Learning Model Choices Impact Deployment Rates

When you’re building a machine learning model, there are a few critical components to consider: calculation power, the algorithm, and the data. Often, a company will focus most of its resources on developing the right, bias-free algorithm and investing in more calculation power. Data is often an after-thought or forgotten entirely until it’s time to run the model. When data …
How Data Annotation Platforms Help Improve Machine Learning Models

How Data Annotation Platforms Help Improve Machine Learning Models

In recent years, AI has become less of a flashy new idea and more mainstream with a wide variety of businesses implementing AI technology and machine learning models into their business practices. And, as the world generates ever-growing amounts of data, the data you need for your specific use case is likely already out there just waiting for you to …

Infobip Creates Conversational AI Chatbots Using High Quality Datasets

“In our mission to create world-class artificial intelligence chatbots at record speed, high-quality data sets are essential. Appen is a very important partner in this process because we can rely on them for exactly that: speedy and high-quality datasets that we use to train our AI engine and provide conversational experience. Their global coverage allows us to provide a premium …

Introducing the New Era of Data for the AI Lifecycle

Data for the AI Lifecycle encompasses four main steps in the continuous cycle to deliver high quality data needed for any AI project. The steps are: data sourcing, data preparation, model training and deployment, and model evaluation by humans. Data sourcing, data preparation and model evaluation are the most laborious and data intense and if not done well, can lead …

Expert, Secure and Timely Transcription Services for Conference Calls

Searching online for dial-in conference call transcription reveals countless ‘cheap and cheerful’ DIY options. But if quality matters as well as cost, you’ll need an experienced, specialist transcription provider. Developments in recording technology and speech to text conversion software mean there are plenty of DIY solutions out there if you want to create a written record of your important conference …

Meet the Executive Series: Jen Cole

At Appen, we know that we couldn’t do it without the people who work on and in the company each and every day. As a thank you for their hard work, we’re featuring one of our contributors each month through a series of blog posts and we’re introducing you to our executive team. At Appen, we enable the most innovative …

Search Relevance — Why No Website or App Should Be Without It

Set the scene: you’re looking for a new item of clothing, so you navigate to your favorite online store. You hop up to the search bar to type in what you’re looking for. What results do you expect? Highly accurate, relevant, and instantaneous results. Customers expect high-quality results no matter what website they’re searching on, what they’re looking for, and …