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philiase/README.md

Hi there! πŸ‘‹

I'm Lebuso Tsilo, a Data Scientist/Analyst passionate about using data to solve real-world problems. I love diving into complex datasets, finding patterns, and extracting insights that can drive business decisions.

πŸ”­ What I'm currently working on

  • Developing predictive models to forecast sales for a retail company
  • Analyzing customer behavior data to optimize marketing campaigns for a tech startup
  • Exploring the impact of environmental factors on the spread of infectious diseases

🌱 What I'm currently learning

  • Advanced techniques for time-series forecasting and anomaly detection
  • Techniques for natural language processing (NLP) to better understand customer sentiment
  • Tools for big data processing and distributed computing

πŸ’¬ Get in touch

πŸ“Š Data Science Projects

Here are some of my recent data science projects:

  • project 1: Classification-hackathon
  • Project 2: EDSA Twitter Sentiment Classification competition
  • Project 3: Streamlit-based Web Application Twitter Sentiment Classification
  • Project 4: Movie Recommender System
  • project 5: Movie Recommender Streamlit App

Freelance Projects

  • Project 1: HyperionDev Freelance Code Reviewer Take-Home Test
  • Project 2: Probability Distributions with R
  • Project_3: Probability-Distribution-Visualizer

πŸš€ Skills

  • Programming languages: Python, SQL, R, SAS
  • Data analysis and visualization tools: Pandas, Matplotlib, Seaborn
  • Machine learning frameworks and libraries: Scikit-learn, TensorFlow,scikit-surprise
  • Big data processing tools: SAS
  • Database management systems: MySQL, SQLite
  • Web Application: Streamlit
  • Model Experiments: Comet.ml

Thanks for stopping by! Feel free to reach out to me if you have any questions or if you would like to collaborate on a project. For more project Visit the Organization: LPTsilo

Pinned Loading

  1. EDSA-2201-2207-classification-hackathon EDSA-2201-2207-classification-hackathon Public

    Jupyter Notebook

  2. LPTsilo/classification-predict-streamlit-template LPTsilo/classification-predict-streamlit-template Public

    Forked from Explore-AI/classification-predict-streamlit-template

    Template repository for the EDSA Classification Predict

    Python

  3. LPTsilo/Classification_Sprint_2207FTDS_Team_ES2 LPTsilo/Classification_Sprint_2207FTDS_Team_ES2 Public

    Jupyter Notebook