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Rounak Prasad
Rounak Prasad

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My Journey Into Data Science and Machine Learning

Hi everyone ๐Ÿ‘‹

Iโ€™m Rounak Prasad, an aspiring data scientist, and I wanted to share a bit about my learning journey so far and what Iโ€™m currently focusing on.


Why Data Science?

Iโ€™ve always been curious about how data can be used to understand patterns, make predictions, and solve real-world problems. That curiosity gradually led me into Data Science and Machine Learning, where logic, math, and programming come together in a very practical way.


What Iโ€™m Currently Learning

Right now, Iโ€™m focused on building strong fundamentals, rather than rushing into advanced topics.

๐Ÿ”น Core Areas

  • Python for data analysis
  • NumPy and Pandas for data manipulation
  • Matplotlib for data visualization
  • Scikit-learn for basic machine learning models

๐Ÿ”น Supporting Skills

  • HTML, CSS, and JavaScript
  • Version control with Git & GitHub
  • Writing clean, structured code

Projects & Practice

Iโ€™m actively working on small projects to apply what I learn, including:

  • Data analysis exercises
  • Beginner machine learning models
  • Personal portfolio development

I believe consistent practice and gradual improvement matter more than rushing through topics.


My Portfolio

I recently built my personal portfolio website to document my journey, projects, and certifications:

๐ŸŒ Portfolio:

https://rounak161106.github.io/

Iโ€™ll keep updating it as I grow and build more meaningful projects.


Whatโ€™s Next?

  • Deeper understanding of machine learning algorithms
  • Working with real-world datasets
  • Improving problem-solving and analytical thinking
  • Sharing learnings openly through posts like this

Final Thoughts

Iโ€™m still early in my journey, but I believe in learning publicly and improving step by step.

If youโ€™re also learning data science or machine learning, feel free to connect or share your experience.

Thanks for reading! ๐Ÿ™Œ

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