Shanmugasundaram M's repositories
awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
COMS4995-s20
COMS W4995 Applied Machine Learning - Spring 20
credit-card-fraud-detection
Using customer’s transaction history to detect fraudulent transactions on Think Pacific's online payment platform. Decision trees, artificial neural networks and logistic regression ML models are used to get the best accuracy.
Data-Analysis-with-Python
Using Python to prepare data for analysis, perform simple statistical analysis, create meaningful data visualizations, and predict future trends from data! 1) Importing Datasets 2) Cleaning the Data 3) Data frame manipulation 4) Summarizing the Data 5) Building machine learning Regression models 6) Building data pipelines with Python Data A
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
Data-Science-Hacks
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
data-science-interviews
Data science interview questions and answers
data-science-portfolio-1
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
DiabeticRetinopathyKaggleCompetition
Diabetic Retionopathy Code for Kaggle Competition involving CNN and ANN and comparing the results between them and plotting the graph and computation of Confusion Matrix
kaldi
kaldi-asr/kaldi is the official location of the Kaldi project.
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
ML-YouTube-Courses
📺 A place to discover the latest machine learning courses on YouTube.
Movie_Review_Analysis
You have the data for the 100 top-rated movies from the past decade along with various pieces of information about the movie, its actors, and the voters who have rated these movies online. In this assignment, you will try to find some interesting insights into these movies and their voters, using Python. Subtask 1.1: Read the Movies Data. Read the
PyDataset
Instant access to many datasets in Python.
pytorch-Deep-Learning
Deep Learning (with PyTorch)
speechbrain
A PyTorch-based Speech Toolkit
Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer
www.mlcompendium.com
The Machine Learning & Deep Learning Compendium is an open knowledge-sharing project compiled using Gitbook.
zenml
ZenML 🙏: MLOps framework to create reproducible ML pipelines for production machine learning.