Basics of Python Data Wrangling

 John Hendrick Bundang  

BSIT 4B  

Reflection Report  

Course Title: "Basics of Python Data Wrangling"

Introduction

In today's data-driven world, the ability to handle and manipulate data efficiently is a vital skill. To enhance my proficiency in this area, I enrolled in the "Basics of Python Data Wrangling" course offered by Great Learning. This reflection report summarizes the details of the course, the insights gained, and the practical applications of the knowledge acquired.

I. Details of the Event/Activity

I participated in the online course on May 30, 2024, and completed it on the same day. The course was offered for free by Great Learning, a platform renowned for providing a wide array of educational resources. Great Learning Academy is a free learning platform where you can upskill with thousands of free classes, each accompanied by a certificate upon completion. During the course, I learned about Regular Expressions, Web Scraping with Python, Wrangling Text Data using Regex, Data Exploration, and more. My basic knowledge of Python and Data Wrangling helped me navigate and understand the course content effectively. Upon completion, I received a certificate as proof of my participation and learning.

II. Reflections on the Webinar/Activity Gave Rise To (Learnings)

The course was an enlightening experience that significantly expanded my understanding of data wrangling using Python. I learned about the power of Regular Expressions (Regex) in extracting and manipulating text data efficiently. The detailed explanations of web scraping provided me with practical techniques to extract data from websites using Python libraries such as BeautifulSoup. Wrangling text data using Regex was particularly intriguing, highlighting how to clean and preprocess textual data for analysis. The course also emphasized the importance of data exploration as a preliminary step in data analysis, ensuring data is understood and prepared correctly before any further processing.

III. Reflections on Possibilities of Implementing Webinar Input on a Practical Level (Practical Application of Learnings)

The knowledge gained from this course is directly applicable to numerous practical scenarios. As an IT student, I can now approach data-wrangling tasks with greater insight and proficiency. Understanding and utilizing Regular Expressions allows me to efficiently clean and preprocess data, which is crucial for accurate data analysis. The skills acquired in web scraping enable me to collect valuable data from various online sources, enhancing my research and project capabilities. These techniques are essential not only for academic projects but also in professional environments where data handling and manipulation are critical. Implementing these learnings can significantly improve the quality and efficiency of my data-related tasks.

IV. Positive Feedback (on the Event Organization)

The organization of the course by Great Learning was commendable. The session was well-structured, covering a broad spectrum of topics within a concise timeframe. The content was presented engagingly and understandably, making complex topics accessible to learners with varying levels of expertise. The platform’s interactive nature and the availability of additional resources further enriched the learning experience. The certification upon completion added significant value, providing a formal acknowledgment of the skills and knowledge acquired. Overall, the positive experience has motivated me to explore more courses offered by Great Learning.

V. Suggestions for Improvements/Considerations for Future Activities

While the course was highly beneficial, there are areas for potential improvement. One suggestion would be to incorporate more interactive elements, such as live Q&A sessions or discussion forums, to foster engagement and allow participants to clarify doubts in real-time. Additionally, providing case studies or practical scenarios could help learners apply theoretical knowledge to real-world situations. Extending the course duration slightly could also allow for a more in-depth exploration of complex topics. Finally, offering follow-up courses or advanced modules could cater to learners looking to deepen their expertise in specific areas of data wrangling and analysis.

In conclusion, the "Basics of Python Data Wrangling" course offered by Great Learning was an enriching and informative experience. It equipped me with essential knowledge and skills to understand and manipulate data efficiently using Python. The practical insights gained from this course will undoubtedly enhance my ability to handle data-related tasks effectively in my future academic and professional endeavors. I am grateful for the opportunity to participate in this course and look forward to applying these skills in my future projects. The certificate of completion serves as a testament to the hard work and dedication invested in mastering these critical topics.

VI. Images

VII. Certificate