Generative AI Foundations - Course | Module - 2 | AI for Research, Learning & Content Creation

Module-2:

AI for Research, Learning & Content Creation:

Using AI tools like ChatGPT & Microsoft Copilot, we can speed the analysis, understand & write like humans, summarize and simplifies, visualize data.

AI Limitations:

Verify AI outputs

Data Privacy & Security: Protect sensitive information.

Ethics: Use AI responsibly.

 

Summarization:

Critical documents summarize easily. You can summarize documents as per your post like if you are Business analyst or journalist or lawyer or scientist , ChatGPT prepare document as per your professional tone. Find below types of summaries:

One-sentence summary: Quick document

Methodology focus: Research method summary

Audience Specific summary: Tailored audience summary

Source referenced Summaries: Factual Summary Verification

 

AI summarization 80/20 rule: 80% key insights & 20% source text.

Complex tasks easily convert into easily understandable tones. Output of ChatGPT data always depends on your input prompt. So always double check your data.

 

Content Creation:

When you open blank doc – then below copilot options are visible. You can select as per your needs.  

 

Suppose if you want to create a Project Proposal –

Once your documents are ready you can edit them with multiple options by selecting specific paragraphs like:

You can also summarize your existing document easily using multiple options of Microsoft Copilot.  

 

Simplifying complex topics:

AI Learning Techniques:

 

Foundations Techniques:

ELI5 – Explain like I am 5 also known as ELI5. ELI5 is used to convert complex topics into simple terms. If you have any confusion, then ELI5 is used for clarity.

Role Based Learning: it’s used If you want to summarize text based on specific role like:

 

Advanced Learning Strategies:

Feynman Technique: Learn & teach.

Socratic Questioning: Chain of Questions, Think critically  

 

Interactive Learning Methods:

Concept Mapping: AI identify the relationships between topics, create hierarchies and link concepts.

Spaced Repetition: AI can automate for you like Personal timetable, schedules

 

Creative Learning Approaches:

Storytelling Method: transfer topics into engaging narratives.

Multimodal Learning: Learning through Visual, auditory.

 

Practical Applications:

Project based learning: Get project structure details

Real World integration: Create practical scenarios based on real situations.

 

Assessment Strategies:

Knowledge Testing: Case studies, problem solving

Progress Tracking: AI Create learning checkpoints to track your progress.

 

AI – think better and write better.

 

 

AI for Content Creation:

Here we understand how ChatGPT works more efficiently. You can use proper prompt to generate your contents. It will help you learn your writing style

 

 

 

 

 

 AI Powered Marketing:

It is used for Blogs, Articles, Reports. Using prompt, you can make your content easier and more understandable.

 

AI for Voice Overs:

This is a text to speech. You can easily convert your text into speech as per your professional tone, specific language and all. You can use the site below for the same.

You can also maintain the voice speed, stability, similarity etc.

https://elevenlabs.io/

 

Advanced AI Content Creations:

This is used for proper & specific content creation for your email, blogs, personal styles.

For e.g. Customer services, project management, Training & Development

ChatGPT can easily summarize such types of data. AI work smarter and faster.

Use AI ethically: Its build creditability & trust with audience.

 

 

 AI Image Generation:

Here text transforms into visuals or images using ChatGPT or Copilot.

In ChatGPT-

Step-1 - Access the Image Generation Feature

Step-2 - Craft your Prompt using prompt framework

For e.g.

Step-3 – Evaluate and Refine – If you want to modify the image like add some balloons & cake.

 

In Microsoft Copilot:

In Microsoft 365 apps like Copilot visual, you can create image prompt like:

“Create high resolution image for business presentation. Image should represent collaboration and technology. Professional style in red colors. “

 

Advanced AI image Creation:

Add Style modifier, feel realistic, shape of image (landscape, square, banner, id size)

Negative Prompt: don’t want – tell the AI to exclude from image. To remove unwanted details.

Advance techniques:

Break Prompt in manageable parts.

Keep text simple

Use negative prompts for clarity

Bais – Use diverse language in prompts 

 

AI Image Generation:

You can generate any type of image by adding specific prompt. You also upload your image and enhance the same with adding specific required prompt.

For e.g. Create HD image with table, laptop, coffee cup should light color

Points to consider:

Be Specific, color styles, specific elements, prompt framework, avoid copyrights

 

 

AI Led Image Generation:

Here we used one tool like Midjourney.com. You can create images with multiple ratios or at different heights. You can select image size, model,

In prompt you add some dashes (--) to denote the image specification like

--q = Quality = For e.g. = --q 2

--ar = ratio = For e.g. = --ar 0.25

--s = stylize = For e.g. = --s 1000

 

Here also you can upload the 2 images & combine into one image.

AI Video Creation:

Here we learn how to create high quality video from text.

Tool: https://openai.com/sora/

For. e.g.

1. A man walking – it creates normal video

2. If you add prompt more specific like A man walking with blue shirt on street on daytime with background sunshine in city America – more specific.

You also create shorts on a storyboard.

In short, specific prompt setting, mood, angles. If its shorts – one prompt per scene

Add emotions in story.  

 

AI Video Editing:

Here we learn how to edit videos.

Tool: https://app.runwayml.com/login

You can edit the videos, camera positions or movement, backgrounds. You can do text to image, text to video, image to video. Great tool for video and video generation.