As the world becomes increasingly data-driven, businesses are turning to self-service analytics to enable business users to perform their own data analysis tasks. In self-service analytics, business users can access and analyze data without assistance or support from IT personnel or data scientists. Direct access to ML-powered analytics platforms allows them to make better business […]
Machine Learning 101
Machine learning (ML) is a subfield of AI that helps train machines to make decisions or complete tasks independently by studying and learning from data. Machine learning enables computers to learn, understand, and make decisions or perform tasks like humans without explicit programming. Machine learning includes the process of building mathematical models from sample historical data […]
Machine Learning Tools
Machine learning tools allow computers to become more accurate in predicting outcomes. The computer’s software makes decisions based on experiences rather than programming. The algorithm (basically a series of instructions) collects data on its interactions, and that data is used as feedback for the algorithm, which changes its behavior and responses, improving them over time. […]
How AI Empowers Machine Learning to Be More Democratized
Click to learn more about co-author Adam Carrigan. Click to learn more about co-author Jorge Torres. Traditionally, machine learning tools were only available to enterprises with the necessary budget and expertise. Now, AI is empowering machine learning to be democratized to reach more users, allowing them to make the business intelligence-driven decisions that could transform […]
Big Data Analytics: The Right Tool for Mobile App Development
Click to learn more about author Tripti Rai. With 4.77 billion mobile phone users right now, there’s no exaggeration in saying that mobile app development is the right place to invest in. Every brand is turning towards mobile apps to reach the wider audience, cater their needs, and enjoy higher ROI. However, it is not […]
The Growing Prevalence and Accessibility of Machine Learning
by Angela Guess Sanjit Dang recently wrote in ReadWrite, “It’s not every day you can witness an entire class of software making the transition from specialized, expensive-to-develop code to a general-purpose technology. But that’s exactly what’s happening with machine learning. Chances are, you’re already hip-deep in machine-learning applications. It’s how Google Photo organizes those pictures […]
12 Machine Learning Tools to Benefit Your Business
by Angela Guess Matthew Finnegan and Christina Mercer recently wrote in ComputerWorld UK, “With businesses increasingly keen on incorporating artificial intelligence into their operations, machine learning – the ability for a system to learn from large data sets rather than following preset rules – offers a number of benefits. This might mean building predictive models […]
Can Machine Learning Predict Depression?
by Angela Guess Arshya Vahabzadeh recently wrote in The Huffington Post, “Can machine learning predict the extent and length of someone’s depression, right from the outset? In a study published in Molecular Psychiatry, baseline data from over a thousand people with major depressive disorder was analyzed. The aim was to predict the severity and chronicity […]