An Introduction to Code-Free Machine Learning

Overview

Discover the code-free era of Artificial Intelligence (AI) and machine learning, For many, learning to code has always been the first and biggest obstacle into the world of computer science. Many people run into the hurdle of writing a simple line of code, much less developing a useful AI programme that can help them predict their customers’ preferences and recommend a suitable product that meets their needs.

With the recent advancements in AI and machine learning, the world is entering into a code-free era where you can create your own programme without writing a single line of code! Using a variety of code-free machines, you can teach machines to learn and apply helpful knowledge to solve everyday problems on their own. These code-free machines often come in guided platforms, offering classic drag-and-drop functionality to fully automated machine learning services suitable for beginners and machine learning professionals.

In this one-day hands-on workshop, you will learn to create many excellent programmes ranging from training an object detector to building a topic predictor with no code at all. Plus, there will be opportunities to try out DSAID’s code-free AI products such as the Video Analytics System, GovText and Transcribe.

Key Takeaways

• Provide an overview of Machine Learning
• Present Machine Learning workflow
• Solve a regression problem
• Train an Object Detector
• Perform topic modelling
• Transcribe an audio file to text
• Identify and apply AI at work

Who Should Attend

• Please refer to the job roles section. 
• Designed for Public Service Officers with a keen interest in making full use of data to make useful predictions.
  

Prerequisites

• You should be IT-savvy and comfortable with performing basic software setup and configuration.
• Although no prior knowledge in AI is required, you should have a basic understanding and appreciation of AI.