EsratMaria
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
NLP Specialist @ IU GroupMunich, Germany
Pinned Repositories
AlexNet-Cifar10
AlexNet trained with cifar10 dataset
Data_Augmentation_with_NLP
Few NLP augmentation techniques: synonym/antonym and back translation.
DecisionMaking-CourseMaterials
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.
DeepQLearningAlgorithm_FrozenLake
In this repository I implement the Deep Q algorithm to solve the FrozenLake environment.
Host_Utilization_and_Energy_Calcultaion_Using_Cloudsim
A simple example to calculate the total host utilization. Improved utilization of host while migration occurs with DC and Host energy calculation.
Improved-Movie-Recommendation-System-with-KNN-and-Cosine-Similarity
Movie recommendation system based on popularity and also using KNN and Cosine similarity. 🎥🍿
MusicGenreRecogniton
Machine learning approach to classify music genre on GTZAN dataset using CNN + LSTM
Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim
Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.
RoundRobinTaskSchedulingWithCloudsim
Round Robin Task Scheduling Algorithm - Cloudsim
Speech_Emotion_Recognition_Model
A speech emotion detection classifier on CREMA dataset. This classifier attempts to recognize human emotion and effective states from speech.
EsratMaria's Repositories
EsratMaria/Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim
Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.
EsratMaria/Speech_Emotion_Recognition_Model
A speech emotion detection classifier on CREMA dataset. This classifier attempts to recognize human emotion and effective states from speech.
EsratMaria/AlexNet-Cifar10
AlexNet trained with cifar10 dataset
EsratMaria/Data_Augmentation_with_NLP
Few NLP augmentation techniques: synonym/antonym and back translation.
EsratMaria/Host_Utilization_and_Energy_Calcultaion_Using_Cloudsim
A simple example to calculate the total host utilization. Improved utilization of host while migration occurs with DC and Host energy calculation.
EsratMaria/Improved-Movie-Recommendation-System-with-KNN-and-Cosine-Similarity
Movie recommendation system based on popularity and also using KNN and Cosine similarity. 🎥🍿
EsratMaria/MusicGenreRecogniton
Machine learning approach to classify music genre on GTZAN dataset using CNN + LSTM
EsratMaria/RoundRobinTaskSchedulingWithCloudsim
Round Robin Task Scheduling Algorithm - Cloudsim
EsratMaria/DecisionMaking-CourseMaterials
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.
EsratMaria/DeepQLearningAlgorithm_FrozenLake
In this repository I implement the Deep Q algorithm to solve the FrozenLake environment.
EsratMaria/EsratMaria
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.
EsratMaria/Generating_Random_User_Traffic_Using_Cloudsim
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.
EsratMaria/GraphAlgorithm-ML
Graph Algorithm with ML and Neo4j
EsratMaria/MachineLearningPredictionModel
A Machine Learning based Prediction Model on HousePrice Dataset
EsratMaria/TextSummarization-NLP
A python code to summarize a paragraph into a given number of sentences. ~ Learning NLP ~
EsratMaria/All-about-Natural-Language-and-Speech-Processing
A repository containing everything NLP and Improving the architecture with ML/RL (Practice Journey)
EsratMaria/ARIMABasedOzoneLevelDetection
An ARIMA based forecasting model to predict the level of Ozone in the air using R.
EsratMaria/Masked_Language_Model_NLP
Using transformer pipeline to solve masked language modeling.
EsratMaria/Monte_Carlo_Q_Learning
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.
EsratMaria/Multiple-Linear-Regression-Model-Using-R
Multiple Linear Regression Model Based Prediction Using R
EsratMaria/RandomForestPredictionModel
A random forest based prediction model on petrol consumption dataset.
EsratMaria/RobotSafeSpaceSearch
In this repository, a robot searches an unspecified grid to find out the safe movement.
EsratMaria/Saving-Pre-Trained-HuggingFace-Model
How to save a pre-trained HuggingFace 🤗 model for offline use.
EsratMaria/SimpleChatServerWithKafka
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.
EsratMaria/ML-DL-Tutorial
Coursera Tutorial on Machine Learning for anyone who are trying to get started with their "understanding how the machine works" journey