Completed training certification program from amii.ca
- Google Colab utilized for lessons and assignments
- Final Capstone focused on AirBnb dataset to reveal model insights
Continuing my understanding of how the human mind and brain work, completed this science-based approach to applying machine learning (ML) by identifying the scope and aligning with business goals, including determining where ML solutions can be effectively applied.
- Data Collection, Preprocessing, Exploration, Visualization, Transformers, Feature Engineering and Exploratory Data Analysis to reveal trends, insights, and feature correlations.
- Models included k-NN, decision trees, regression and pipelines for model comparison
- Implemented hyperparameter tuning (GridSearch) to decrease the complexity of the model while improving performance metrics
- Finally Capstone project presented findings and a prediction model to enhance business value
Data Visualization · Data Analysis · Machine Learning
Yes, I am available for hire