Statistics

Statistics Learning: The Growth Mindset Transformed My Journey

Introduction: A Daunting Start

During my most recent academic term, I decided to challenge myself by enrolling in a module titled “Applied Business Statistics.” Despite lacking prior experience in statistics and being unfamiliar with tools like Pandas and Python, I was determined to take on the challenge. However, after the initial class, I realized that I was feeling overwhelmed and anxious about my ability to succeed in the module.

Seeking Guidance

To overcome these feelings and succeed, I sought advice from my professor. I vividly remember his words of wisdom: “Your attitude determines your destiny.” He emphasized the importance of approaching the subject with passion and actively working on understanding it to achieve success.

Discovering Valuable Resources

With this valuable perspective in mind, I enthusiastically delved into learning. My professor recommended various resources to help me enhance my skills outside of the classroom. He introduced me to the GitHub library for practical examples and directed me to platforms like Kaggle, Codecademy, and W3Schools for interactive learning and tutorials.

Embracing the Challenge

I devoted numerous hours to navigating these platforms, honing my skills in data wrangling with Pandas, and delving into linear regression with Statsmodels. Although the journey was challenging, I gradually gained confidence and proficiency in utilizing these tools.

Achieving Success

By the end of the term, my hard work paid off. I managed to achieve an impressive overall assignment score of 89.25%, far surpassing my initial fears of barely passing. The assignments, which encompassed tasks related to data wrangling and linear regression, provided me with opportunities to apply my knowledge and reinforce my understanding of the subject.

Conclusion: The Power of Attitude

Reflecting on this experience, I came to realize the profound impact of my professor’s advice. Embracing a growth mindset and actively seeking out resources completely transformed my approach to learning. It was no longer just about passing a module; it became a journey of developing a resilient attitude towards challenges.

So, what is your attitude when learning new things? Remember, your attitude can shape your destiny. With passion and persistence, you can overcome obstacles and achieve success.

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