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deeplearning_models

This repository includes the basic projects which use Machine Learning and Deep Neural networks to perform a certain application. Stop by if you are a beginner and would like to explore the implementation of DNN for simple applications.

esp-idf

Espressif IoT Development Framework. Official development framework for Espressif SoCs.

esp-insights

image_classification

This repository includes different projects written using Tensorflow and Keras utilities to classify the Images. Involves the usage of DNN models to achieve the motive. Layers like CNN, Max pooling, Drop out, fully connected layer are used.

machinelearning

Machine learning for beginner(Data Science enthusiast)

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

nlp_basics

Includes the first steps of NLP. Introduction to text-preprocessing methods, embedding techniques etc.

platform-espressif32

Espressif 32: development platform for PlatformIO

sentiment_analysis

This repository consists of one of the famous application i.e., sentiment analysis. Here, LSTM model is used to predict the sentiment of a sentence.

simplilearn_ml

This repository includes the solutions to the assessment projects of Machine Learning course of Simplilearn

statistics-and-machine-learning

Solutions to real time problems using basic and simple machine learning algorithms. This repository shows the usage of linear regression, logistic regression, SVM, k-NN to solve the problem.