Pinned Repositories
AI-Act-Geek
An LLM RAG-based chatbot with CI/CD which retrieves context from PDF files and interacts with user via web app (FastAPI, Streamlit, Docker, OpenAI, GitHub Actions)
Autoencoder_communication_system
Through this project we address the problem of learning efficient and adaptive ways to communicate binary information over an impaired channel. Here we train an autoencoder for information transmission over an end-to-end communication system
Deep_Neural_Networks_with_PyTorch
Fourth course of the IBM AI Engineering specialization
Movielens_Recommendation_System
25M Movielens recommendation system with the use of Pearson Correlation
Parallelization_nsertion_Sorting_OpenMP
This task introduces the OpenMP in parallelizing heavy complicated task of sorting 100k random numbers along with its corresponding element in the next column. Although it looks shorter in coding, but we give the computer a lot of control to utilize the use of cores which may not be optimal in some cases.
Self-Supervised-object-detection
This project utilized Self-Supervised learning methods (SimCLR & SimSiam) to recognize vehicle-type (or any object) based on a custom dataset
Tensorflow_API_object_detection
Time_Series_forcasting_and_Anomaly_Detection
This project aims to predict Wind Turbine output power and searches for any anomalies
ManafMukred's Repositories
ManafMukred/Self-Supervised-object-detection
This project utilized Self-Supervised learning methods (SimCLR & SimSiam) to recognize vehicle-type (or any object) based on a custom dataset
ManafMukred/Autoencoder_communication_system
Through this project we address the problem of learning efficient and adaptive ways to communicate binary information over an impaired channel. Here we train an autoencoder for information transmission over an end-to-end communication system
ManafMukred/Deep_Neural_Networks_with_PyTorch
Fourth course of the IBM AI Engineering specialization
ManafMukred/AI-Act-Geek
An LLM RAG-based chatbot with CI/CD which retrieves context from PDF files and interacts with user via web app (FastAPI, Streamlit, Docker, OpenAI, GitHub Actions)
ManafMukred/AITensorFlowSpecialization
My notes for coursera course AI TensorFlow in Practice Specialization.
ManafMukred/Movielens_Recommendation_System
25M Movielens recommendation system with the use of Pearson Correlation
ManafMukred/Parallelization_Energy_Calculation_water_molecules
This project was based on parallelizing the calculation of 10k&100k water molecules with different box sizes. The results showed some consistency except for few irregularities in overhead and other fields, but all in all, the results were a good practical example to reflect the time efficiency of parallelization.
ManafMukred/Parallelization_nsertion_Sorting_OpenMP
This task introduces the OpenMP in parallelizing heavy complicated task of sorting 100k random numbers along with its corresponding element in the next column. Although it looks shorter in coding, but we give the computer a lot of control to utilize the use of cores which may not be optimal in some cases.
ManafMukred/Tensorflow_API_object_detection
ManafMukred/Time_Series_forcasting_and_Anomaly_Detection
This project aims to predict Wind Turbine output power and searches for any anomalies
ManafMukred/AI_Capstone_Project_Deep_Learning_Keras
Last course of the IBM AI Engineering specialization
ManafMukred/Building_Deep_Learning_Models_with_TensorFlow
Fifth course of the IBM AI Engineering specialization
ManafMukred/dlaicourse
Notebooks for learning deep learning
ManafMukred/Machine_Learning_with_Python_IBM
First course of the IBM AI Engineering specialization and a good machine learning course for beginners
ManafMukred/Natural_Language_Processing_Deeplearning.ai
NLP specialization by deeplearning.ai in Coursera
ManafMukred/Scalable_Machine_Learning_on_Big_Data_using_Apache_Spark
Second course of the IBM AI Engineering specialization
ManafMukred/SQL-for-Data-Science
Coursera - University of California, Davis
ManafMukred/TDD_course