Name: Esrat Maria
Type: User
Company: NLP Specialist @ IU Group
Bio: To be better aligned with my passion / technical background I upskilled in AI / Data Science.👩🏽💻 ~ Always Learning and Evolving in the World of Data Science
Location: Munich, Germany
Esrat Maria's Projects
AlexNet trained with cifar10 dataset
A repository containing everything NLP and Improving the architecture with ML/RL (Practice Journey)
An ARIMA based forecasting model to predict the level of Ozone in the air using R.
Few NLP augmentation techniques: synonym/antonym and back translation.
In this repository, I am adding all the materials for the course Decision Making. It includes Projects using an AHP model with ODM( open Decision Maker). Solutions for some problems have also been added in the Final Exam directory.
In this repository I implement the Deep Q algorithm to solve the FrozenLake environment.
A little bio and overview of my profile here on GitHub. You are welcome to take inspiration from this readme.md file if you would like to. Please star it if you like it.
In this repository, I generate random user traffic using cloudsim. The cloudlets are considered as traffic in this scenario. The cloudlets are randomly bound with the VMs.
Graph Algorithm with ML and Neo4j
A simple example to calculate the total host utilization. Improved utilization of host while migration occurs with DC and Host energy calculation.
Movie recommendation system based on popularity and also using KNN and Cosine similarity. 🎥🍿
A Machine Learning based Prediction Model on HousePrice Dataset
Using transformer pipeline to solve masked language modeling.
Coursera Tutorial on Machine Learning for anyone who are trying to get started with their "understanding how the machine works" journey
In this repository, I make a small environment where the agent learns to choose the best policy by observing the values in the Q table. The maximum values give the optimal policy.
Multiple Linear Regression Model Based Prediction Using R
Machine learning approach to classify music genre on GTZAN dataset using CNN + LSTM
A random forest based prediction model on petrol consumption dataset.
Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.
In this repository, a robot searches an unspecified grid to find out the safe movement.
Round Robin Task Scheduling Algorithm - Cloudsim
How to save a pre-trained HuggingFace 🤗 model for offline use.
A simple chatting program built with Java and Apache Kafka. A user can Login (no validation required) and make a Chat Room to start chatting.
A speech emotion detection classifier on CREMA dataset. This classifier attempts to recognize human emotion and effective states from speech.
A python code to summarize a paragraph into a given number of sentences. ~ Learning NLP ~
to know more about me and my work.
Lights me up like a nueral network
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent