Python, SQL, MS Excel, MS Power BI, MS PowerPoint, Machine Learning
Artificial Intelligence Engineering Masters Program
- Simplilearn
BTech Industrial and Manufacturing Engineering degree
- Harare Institute of Technology, ZWE
- Sales forecasting using Machine Learning
- The project aim was to analyse, visualize and draw some insights from supply chain data
- Wrote SQL queries and DAX expressions for the supply chain analytics
- Designed a dashboard in Power BI to visualize some of the trends
The supply chain analytics datasets was obtained from Kaggle.
Ms Excel, SQL, MS Power BI
Initial data cleaning was done in MS EXcel, it included removing blanks, correcting the data formats, removing duplicates
SQL queries and Power BI DAX expressions were used to analyse data
- Perfomed exploratory data analysis to understand the data, wrangled and transformed the data in order to prepare it for machine learning modeling
- Used Auto ML to check the performance of various classifiers
- Hyper tuned the best performing model and serialized it for production
Jupyter notebook, Python, Pandas, Scikit_learn, Machine learning classifiers
