Machine-Learning-Portfolio

This portfolio is to showcase my work as a learner in Machine-Learning!!

Machine Learning

Exploratory data analysis

• Crime against Women in India
• Zomato Ahmedabad & Gandhinagar Restaurants - EDA

Time Series Analysis

• Delhi Monthly Average Temperature Forecasting using SARIMAX
  Delhi Temperature Forecasting 🔥🌊: EDA + SARIMAX

Deep Learning

Computer Vision

• Facial Expression Recognition using fastai - accuracy(64.65%)
  kaggle
  Colab

• Vadapav & Burger Classifier using Tensorflow - accuracy (96.43%)
  Colab

• Plant-Disease Classifier using Tensorflow - Average-accuracy for different models for different plants/crops - (97%)
  Drive

• Identifying the category of foliar diseases in Apple trees
  Plant Pathology 2020 🍎🍃: EDA + IA + IP + Models

NLP

• Generating Indian Baby Names using RNNs
  Indian Baby Names Generator: Text-Processing + RNNs 👶

Others

• Classification of MUSK and NON-MUSK chemical compounds
  Kernel & Other Material

Work in Scilab

• Activation Functions & Logic Gates implementation

• Iris & Pima India using Feed Forward ANN

• Linear Regression from Scratch

• Back Propogation from Scratch for Feed Forward ANNs

Courses Completed

• Machine Learning by Andrew Ng
• DataCamp Profile