About us Exploratory Data Analysis: Real-Life Churn Analysis Case Study
About us Exploratory Data Analysis: Real-Life Churn Analysis Case Study
In an engaging and informative session, 10Alytics takes viewers on an immersive journey into the world of data analytics. Hosted by Asemota Precious, a seasoned data scientist with over five years of experience, the presentation shines a spotlight on the real-world applications of data analysis through a live coding exercise centered on churn analysis.
The session begins by unraveling the core concepts of Exploratory Data Analysis (EDA) and churn analysis. EDA is a crucial aspect of data analytics, involving the exploration and summarization of datasets to uncover hidden patterns, anomalies, and trends. Churn analysis, a key element in customer relationship management, focuses on understanding why customers discontinue their engagement with a company and devising strategies to enhance retention.
At the heart of the session is a dynamic live coding exercise where the instructor demonstrates the EDA process using Python. This segment is crafted to be accessible for both newcomers and experienced programmers. The instructor provides a thorough walkthrough of essential techniques and concepts, including data cleaning, visualization, and statistical analysis. Viewers gain practical experience with Python libraries such as Pandas, NumPy, and Matplotlib, equipping them to embark on their own data exploration journeys.
The session also outlines a clear path for aspiring data scientists, emphasizing the importance of practical experience and the role of internships in gaining industry exposure. Key skills, certifications, and job search strategies are discussed, offering valuable guidance for those navigating the data science career landscape.
A highlight of the presentation is the introduction of the 10Alytics Growth Internship Program. Designed for both beginners and experienced professionals aiming to pivot into data science roles, the program combines classroom learning with hands-on projects and interview preparation. This comprehensive approach equips participants with the skills and confidence needed to excel in the competitive field of data science.
The session concludes with inspiring testimonials from program alumni who share their success stories and the impact of 10Alytics on their careers. An interactive Q&A segment follows, providing viewers with an opportunity to engage with the instructor and gain deeper insights into the program and the field of data science.
To explore the techniques and methodologies used in the churn analysis case study in greater detail, Click Here to watch the full session
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