Generative AI and chatbots support your learning process by visualising complex concepts with diagrams, mind maps, graphs, and tables. These visual tools help you better understand connections and hierarchies between ideas. You can instruct chatbots to create specific visualisations, such as flowcharts or schematics.
For instance, chatbots can generate Mermaid code, a programming framework that turns simple text into diagrams and charts. They can also write code to create tables. Some applications include:
Suppose you ask the chatbot: ‘Generate Mermaid code for a mind map on generative AI with subtopics such as neural networks, data preprocessing, and use cases.’
The chatbot might respond with this code:
```mermaid
root((Generative AI))
Neural_Networks
Convolutional_Networks
Recurrent_Networks
Generative_Adversarial_Networks
Transformer_Models
Data_Preprocessing
Data_Collection
Normalization
Augmentation
Cleaning
Use_Cases
Artificial_Creation
Image_Generation
Sound_Creation
Natural_Language_Processing
Chatbots
Text_Generation
Game_Development
Game_AI
Story_Creation
Challenges
Ethical_Questions
Quality_Control
Bias_in_Data
```
Some AI chatbots can instantly convert code into a usable display.
You can also use a visualisation tool like MermaidJS turn the code into a usable image.
Besides Mermaid, there are other ways to ask chatbots for simple representations:
Question: ‘Create a table that shows the differences between neural networks and conventional algorithms.‘
Feature | Neural networks | Conventional algorithms |
---|---|---|
data processing | processes large amounts of data | limited to specific tasks |
learning | self-learning (deep learning) | predefined rules |
flexibility | high, adaptable | limited, specific applications |
Question: ‘Generate a line chart showing the growth of AI patents between 2010 and 2020.’
GenAI can provide a simple graph description that you can use in software like Excel or online graph tools.
Year Total Patents
2010 50
2011 75
2012 120
2013 200
2014 320
2015 450
2016 600
2017 750
2018 900
2019 1100
2020 1350
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