Machine-Learning

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
• Keras CNN Classifier
• CNN Classifier using Bayesian Search
• Recurrent Neural Network
• IMDB Review Sentiment Classification
• Haptik ML Classification Challenge
• 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
• Twitter Data Analysis