Explain Exploratory Data Analysis (EDA) and its importance. What are the main steps in performing EDA on a new dataset? Describe two methods for detecting outliers and how handling outliers impacts data analysis.

 Define the term data science. Describe its applications in two industries of your choice (e.g., healthcare, finance, e-commerce). What role does the data science lifecycle play in managing data projects?

Identify a local issue that has not been covered by mainstream media. Document the issue through photos, videos, or interviews and create a short citizen journalism report in the form of a blog post or short news article.

Watch or listen to a community radio broadcast, documentary, or independent news portal covering human rights issues. Analyze how alternative media differs from mainstream media in its approach to reporting human rights concerns. Write a review discussing the effectiveness of alternative media in highlighting marginalized voices.

Identify two posters, advertisements, or hoardings in your locality that promote a government or NGO-led development initiative (e.g., health awareness, education, sanitation). Analyze how these messages are framed and write a report discussing the effectiveness of these messages.

Identify two posters, advertisements, or hoardings in your locality that promote a government or NGO-led development initiative (e.g., health awareness, education, sanitation). Analyze how these messages are framed and write a report discussing the effectiveness of these messages.

Watch a news broadcast or read a newspaper article and break it down using the core concepts of media literacy. Identify how the message is constructed, whether it embeds values, and how different people might interpret it differently. Write an analysis explaining your findings with examples.

Watch a news broadcast or read a newspaper article and break it down using the core concepts of media literacy. Identify how the message is constructed, whether it embeds values, and how different people might interpret it differently. Write an analysis explaining your findings with examples.

Find a viral news story or social media post that was later debunked as fake news. Use online fact-checking tools (e.g., Alt News, Google Reverse Image Search) to verify the credibility of the information. Write a report on your fact-checking process.

Find a viral news story or social media post that was later debunked as fake news. Use online fact-checking tools (e.g., Alt News, Google Reverse Image Search) to verify the credibility of the information. Write a report on your fact-checking process.

 Choose a human-interest story or social issue and develop a one-minute news feature script for television. Use a mix of voiceovers, visuals, and interviews to make the story compelling.

Select a recent news story covered by both a print newspaper and an online news website. Analyze the differences in writing style, structure, tone, and how visuals and hyperlinks are used in the online version. Write a comparison explaining how online writing adapts to digital audiences and enhances reader engageme

Analyze and compare the presentation techniques of two leading Indian TV news anchors. Examine their vocal tone, pacing, eye contact, use of graphics, and audience engagement strategies. How do their styles influence credibility and audience perception?

 Listen to a live radio program and note its structure, tone, and language. Analyze the script's flow, word choice, use of pauses/music/sound effects, and engagement tactics. Write a 500-word critique evaluating strengths/weaknesses and suggesting improvements for audience engagement.

Choose a major social or political trend in India (e.g., the rise of electric vehicles, mobile banking growth, or women's participation in elections). Research key milestones, policy changes, and public adoption rates over time. Design a timeline infographic that visually explains the evolution of the trend.

 Identify a person in your community who has an inspiring story (e.g., a local entrepreneur, artist, social activist, or craftsman). Conduct an interview with them to understand their background, challenges, and achievements. Write a magazine-style profile capturing their journey in a storytelling format.

Develop a news pitch for an in-depth investigation into the environmental consequences of rapid urbanization in your region. Outline the key issues, possible data sources, expert interviews, and how the story can be structured to highlight both challenges and solutions. Justify its relevance and impact.

 Write an editorial on the increasing regulation of social media in India. Examine the challenges of balancing free speech with preventing misinformation and hate speech. Provide arguments on how regulations can be structured to ensure both security and democratic discourse

Pick up a physical copy of a widely-read newspaper and select one hard news article and one soft news article from the same edition. Read both carefully and analyze their writing styles, structure, and tone.

Discuss Indian position on ISP Library for Copyright Infringement