I will do machine learning using kaggle

Deliver an end-to-end Machine Learning model able to predict your target variable (Both Regression or Classification algorithms used). The offer includes:

• Google Colab Notebook (no software required to be installed) containing the entire python pipeline with a lot of interactive charts
• Documentation of the theory behind each step performed and graph included directly in the notebook
• Replicability/Scalability: Analysis is completely reusable
• Methodologies: Up to 50+ different Machine Learning algorithms fit and compared

The analysis consists of: 

1. Data preprocessing & Data Cleaning: Collect input data, Deal with missing values, Drop duplicates, Normalize values, etc.
2. Fit ML Model: Create 50+ ML models, compare their performance and select the best performing one
3. Hyperparameter optimization of best ML Model: To improve even more its performance
4. Ensemble models: Blend/Boost/Stack multiple ML models to create e new unique one
5. Forecast: Compute Forecasts for the desired KPI
6. Performance: Measure the Performance of the forecasts
7. Deploy Model: Save/Load model to apply to future data
8. Model Interpretation: Automatic insights of the impact of other variables on the expected target variable