Hello! 👋 I'm Siziwe Lupondo , an aspiring data scientist, machine learning scientist, and business intelligence analyst. I'm dedicated to leveraging data-driven insights to make informed decisions and solve complex problems. I am always eager to explore new challenges and opportunities in the field of data science.
📊 Data Analysis: I have a keen eye for data, and I'm skilled at extracting valuable insights from complex datasets. Exploratory data analysis (EDA), data cleaning, and visualization are some of my strengths.
🤖 Machine Learning: I have experience in developing machine learning models for various applications, from predictive analytics to natural language processing. My goal is to build models that not only perform well but are also interpretable and actionable.
📈 Business Intelligence: I understand the importance of turning data into actionable insights for decision-makers. I excel in creating interactive dashboards, reports, and data visualizations using BI tools like Powerbi and Tableau.
Here are some of the key software and tools I use in my work:
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Python: My primary programming language for data analysis and machine learning. I'm well-versed in libraries such as NumPy, pandas, scikit-learn, and TensorFlow.
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R: I also use R for statistical analysis and data visualization when the situation calls for it.
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SQL: Proficient in SQL for data manipulation and querying relational databases.
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Tableau: I use Tableau to create insightful and interactive data visualizations and dashboards.
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Power BI: Another tool in my BI arsenal, I use Power BI for creating dynamic reports and dashboards.
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Jupyter Notebook: My go-to environment for conducting data analysis and documenting my work.
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Git/GitHub: I believe in version control for tracking changes in my projects and collaborating with others.
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Docker: For containerizing applications and managing dependencies in a reproducible manner.
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Big Data Tools: Familiar with Hadoop, Spark, and other big data technologies for handling large datasets.
I'm always excited to collaborate on interesting projects and tackle new challenges. Feel free to reach out to me if you'd like to connect or discuss potential collaborations.
Thanks for visiting my GitHub profile!