I have project experience in machine learning and deep learning using python.
ML and DL Algorithms
Linear Regression, Logistic Regression, Decision Tree, Support Vector Machine (SVM), Random Forest, K Means Clustering Algorithm, Naïve Bayes Classifier, L1 and L2 Regularization, K-fold Cross Validation, Artificial Neural Network, Recurrent Neural Network, Convolutional Neural Network.
Python Modules
Numpy, Pandas, Matplotlib, Tensorflow, Keras, Scikit-Learn, OpenCV, Django, OS, Shutil, Itertools, Random, Glob
My Project
i. Classification problems using ANN (Tensorflow, Keras)
ii. Cats and Dogs image classification using “Kaggle Dogs vs. Cats” data (Tensorflow, Keras).
iii. Sign Language Classification using Github “Sign Language Digits Datasets” (Tensorflow, Keras).
iv. Real time sign language classification (Tensorflow, Keras, OpenCV).
v. Epileptic seizure classification using ANN on CHB-MIT Database and University of Bonn Database (Tensorflow, keras,
python)