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Recommender System (Hybrid and Deep Neural Networks)

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collaborative-filtering-methods nerual-networks nlp-machine-learning content-based-systems

restaurant-recommender-system's Introduction

๐Ÿ’ซ About Me:



๐Ÿ‘‹ Hello, I'm Mulei Mutuku, a Data Scientist with a background in Statistics. I'm passionate about leveraging data to solve real-world problems and make data-driven decisions. My journey in Data Science has equipped me with a vast range of skills in programming and analysis, allowing me to make data-driven insights and informed decisions on data

๐Ÿš€ Data Science Expertise

My expertise in Data Science includes

- Machine Learning: Developing predictive models using ML algorithms.
- HyperParameter Tuning: Tuning Machine learning algorithms parameters using GridSearch and Cross-validation tools
- SQL: Proficient in querying and managing databases.
- R-Studio:Utilizing R language to perform data analysis, visualization, and machine learning .
- Python: Utilizing Python for data analysis, visualization, and machine learning.
- Big Data Analysis: Handling and analyzing large datasets.
- Tableau and Power BI: Creating interactive data visualizations and Dashboards.
- Excel: Advanced data manipulation and analysis.
I excel in harnessing data-derived insights to address intricate challenges and render well-informed choices and solutions.

๐ŸŒŸ Projects

One of my notable projects involved collaborating with a team to develop recommendation systems. We used collaborative algorithms and neural networks to develop the algorithm. Feel free to explore my Github for a deeper dive into this project and others.
*Python Projects:*
Restaurant Recommendation System.
Churning Rate Prediction
Real Estate Price Prediction.

*R Projects:*
Jumia Web Dashboard

๐Ÿ“ซ Let's Connect

I'm always eager to connect with fellow data enthusiasts, collaborate on projects, and exchange ideas. Feel free to reach out to me via my LinkedIn.

๐ŸŒ Socials:

LinkedIn

๐Ÿ’ป Tech Stack:

Python Anaconda GitHub MongoDB PostegressMySQL Keras NumPy Pandas scikit-learn SciPy TensorFlow NLP Trello Jira

๐Ÿ“Š GitHub Stats:



๐Ÿ† GitHub Trophies

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