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Portfolio of data science projects completed by me for Data Science course (IBM Data Science Professional Certificate), self learning, and hobby purposes.
data-science-portfolio's Introduction
Data Science Portfolio
1. Classification
Classification-Decision-Trees.ipynb
Classification-Logistic-Regression.ipynb
Classification-SVM-cancer.ipynb
2. Clustering
Clustering-K-Nearest-neighbors.ipynb
Clustering-Hierarchical-Cars.ipynb
Clustering-K-Means.ipynb
3. Data Wrangling
Data-wrangling-using-Python.ipynb
4. Feature Selection & Exploratory Data Analysis
Exploratory study on feature selection.ipynb
Full_Exploratory-data-analysis.ipynb
5. Model Evaluation
Model-Evaluation-and-refinement.ipynb
6. Plots_Charts
Area-Plots-Histograms-and-Bar-Chart.ipynb
Introduction-to-Matplotlib-and-Line.ipynb
Plots-using-Matplotlib.ipynb
Pie-Charts-Box-Plots-Scatter-Plots.ipynb
WaffleCharts-WordClouds-and-Regres
7. Python
Classes-In-Python.ipynb
Functions-in-Python.ipynb
Intro_API_and_RestAPI.ipynb
Python-WriteFile.ipynb
8. Recommendation
Collaborative-Filtering-movies.ipynb
Recommendations-sys-content-based.ipynb
9. Regression
Linear-Regression.ipynb
Mulitple-Linear-Regression.ipynb
Polynomial-Regression.ipynb
Regression-NoneLinear.ipynb
Regresssion-Simple_&_Multiple-Analysis.ipynb
10. Miscellaneous
Speech-To-Text-Conversion.ipynb
CropImage.ipynb
Image Processing.ipynb
Numpy-1D.ipynb
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