BFSI notebooks - Notebooks for Banking, Finance or Insurance datasets
Basic ML algorithms notebooks - Notebooks for Basic ML algorithms like Linear Regression, Logisting Regression, etc written using numpy,pandas,etc
Titanic notebooks - Kaggle initiation, Titanic dataset, Hello world of ML :)
RNN notebooks - First try at an RNN
Twitter notebooks - A general notebook to understand twitter usage during historic moments
- Basic ML algorithms notebooks
- Linear Regression 1D data
- Linear Regression 2D data
- Logistic Regression
- Logistic Regression 2
- Neural Network
- One vs All Neural Network
- Convolution Neural Network
- Recurrent Neural Network
- BFSI
- Neural Network Classifier using Bayesian Search - Banking Telemarketing dataset - AUC: 0.9, f1-score - 0.86
- IT Company Analysis
- Titanic Dataset
- AdaBoost Classifier
- Bagging Classifier
- KNN Classifier
- Neural Network Classifier
- Neural Network using Bayesian Optimization
- Random Forest Classifier
- Support Vector Machine Classifier
- Voting Classifier Ensemble
- Titanic Kaggle Visualization - Yes, I know it's overkill and not suitable for a report. This is to showcase all the charts I've tried :)
- Titanic Kaggle Visualization using Power BI - If you have Power BI, Please view this
- Twitter Data Collection and Visualization