lingadhar's repositories
General
Repository of various business cases and the models serving as solutions to their problem statements.
pytorch-basics
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Data-Engineering
A bunch of code snippets demonstrating ETL
Automated-Manual-Comparison
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.