cboyda/machinelearning

Machine Learning Technician

Completed training certification program from amii.ca

1. Google Colab utilized for lessons and assignments
2. 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

Skills:

Data Visualization · Data Analysis · Machine Learning

Yes, I am available for hire

View Certification of Completion?