Completed2020
Estadísticos — Stock Prediction & Classification
Predicted Tesla stock prices using ML algorithms with descriptive, prescriptive, and predictive analysis. Also applied classification algorithms to PIMA India Diabetes dataset.
PythonMLClassificationTime SeriesData Science
A university project (4th Semester, SRM University) combining stock market prediction and healthcare classification.
The project predicts stock prices for Tesla using ML algorithms, demonstrating Descriptive, Prescriptive, and Predictive Analysis approaches. It also applies various ML Classification algorithms to the PIMA India Diabetes Classification dataset to identify the best-performing algorithm with highest accuracy.
Key Highlights
- Tesla stock price prediction using ML algorithms
- Descriptive, Prescriptive, and Predictive Analysis approaches
- PIMA India Diabetes Classification — compared multiple ML classifiers for highest accuracy
- Associated with SRM University (4th Semester project)
Tech Stack
Core
PythonScikit-learnPandasNumPy
Analysis
Time SeriesClassificationStatistical AnalysisMatplotlib