Abdul Wajed Farhat's repositories
Classification-Algorithm-From-Scratch
The perceptron algorithm is the basic algorithm for classification, which serves as the backbone of the Neural Networks and SVM linear classification. This code will provide a deep understanding of the algorithm by taking you through it from scratch.
Digit_Recognizer
Digit recognizer with 97.5% accuracy according to the Kagle scoring. I used different algorithms like; SVM, KNN, and Decision Tree
Exercise_with_real_data
This repository is containing exercise notebooks for pandas, Numpy and Matplot libraries. The exercises are all working on real life data.
Fake_News_Detection
Fake News Detection in Python
Fraud_Detection
Fraud detection with 99.9% accuracy
FruadDetectionDataAnalytics
Given a trained dataset with feature variables ( aka predictor variables) generated a method of cleaning and generating a predicting algorithum
House_Sale_Price_Prediction
A kagle project, with a very challenging data. Prediction accuracy is 93%
Image-processing-
Satellite image processing using python
linkedin-skill-assessments-quizzes
Full reference of LinkedIn answers 2021 for skill assessments, LinkedIn test, questions and answers (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test
Loan_Approval_Prediction
A real life project, predicting the approval of loan for a particular customer with particular features using logistic regression.
Matlab-code
These two MATLAB files are for prediction of stream flow using phase space reconstruction technique. Predict5.m is the function code which can only predict one value and Pred_all_in_once.m file is the command code which uses the function code to predict more than one value and it can take the input from multi-stations, can perform for multi nearest
Regression
linear and logistic regression is two approach for modelling the relationship between the input and output. linear regression is used for numerical variables, while logistic regression is used for categorical variables.
Regression-algorithms-code-from-scratch
This repository provides you the code for the regression algorithms like, linear regression and weight estimation techniques from scratch.
Titanic_survival_prediction
This is a kaggle beginner project which got a score of 0.76