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Nirav Prajapati's Projects

100-days-of-ml-code icon 100-days-of-ml-code

A 100 Day ML Challenge to learn and implement ML/DL concepts ranging from the basics of Machine Learning to advanced Deep Learning.

50-days-of-ml icon 50-days-of-ml

A day to day plan for this challenge (50 Days of Machine Learning) . Covers both theoretical and practical aspects

audio-explorer icon audio-explorer

Audio Explorer helps in audio data discovery and labelling by utilising unsupervised machine learning, statistics and digital signal processing.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

deep-learning-for-hackers icon deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases.

ml-dl-mindmap icon ml-dl-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlinterview icon mlinterview

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

netron icon netron

Visualizer for neural network, deep learning and machine learning models

online-courses-learning icon online-courses-learning

Contains the online course about Data Science, Machine Learning, Programming Language, Operating System, Mechanial Engineering, Mathematics and Robotics provided by Coursera, Udacity, Linkedin Learning, Udemy and edX.

opencv icon opencv

Open Source Computer Vision Library

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