I can help you in any kind of the tasks as follows:
Basic: Data Wrangling:
- Data Acquisition (csv, json, xlsx etc)
- Pre-processing
- Formatting and Normalization
Intermediate: Exploratory Data Analysis:
- Statistical Analysis
- Grouping Data
- Correlation
Complex: Model Development, Evaluation and Refinement:
- Regression ML models
- Logistic ML models
- SVM
- Decision Tree
- Naive Bayes
- Random Forest
- Ensemble Machine Learning
- Model Evaluation
- Overfitting, underfitting and Refinement
- Grid Search
- Randomized Search cv
I've worked on following projects previously:
- Time Series Analysis Data
- Bike Price Prediction
- Recommender System,
- Voice to Text using hugging face.