parisa-ahmadi
Generative AI and Machine Learning Specialist | Data Scientist | AI Consultant | 3X Kaggle Expert | M.S Computer Networking
RM InnovationOman
Pinned Repositories
Blindness-Detection-Diabetic-Retinopathy-
This is a 5 Class Image Classification Task based on a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (CNN). This Automated System would speed up Blindness detection on Patients
Core
Woman, life, freedom
DataScience-MachineLearning-Projects
Zero to Hero in DS/ML/AI , DataScience, Machine Learning, Artificial Intelligence, Preprocessing, Visualization, Missingvalues, Noises, Modeling
Deep-Fake
DS-ML-AI-References-by-parisan
Zero To Hero to Become a skilled Data Scientist
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Getting-ready-to-become-a-DataScientist
This is my first repository , i started with pandas library from Google Colab, hope you enjoy to learn with me here
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
PySpark-on-GoogleColab
A Beginner’s Hands-on Guide to PySpark with Google Colab-Tutorial Notebook From Scratch
parisa-ahmadi's Repositories
parisa-ahmadi/Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
parisa-ahmadi/Blindness-Detection-Diabetic-Retinopathy-
This is a 5 Class Image Classification Task based on a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (CNN). This Automated System would speed up Blindness detection on Patients
parisa-ahmadi/eyenet
Identifying diabetic retinopathy using convolutional neural networks
parisa-ahmadi/Airlines-Analysis-project-HADOOP
This project involves analysing the airline datasets to solve the problem statements using HADOOP.
parisa-ahmadi/Beautiful-Soup-Tutorial
parisa-ahmadi/CFN-SR
parisa-ahmadi/colabAlive
A simple chrome extension that prevents timeout of Colab notebooks
parisa-ahmadi/COVID-CT
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
parisa-ahmadi/COVID-CXNet
COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807
parisa-ahmadi/COVID19_Impacts_On_Business_And_Workforce_Trends
This project analyzes COVID-19-related business trends through detailed assessment of unemployment rates, economic fluctuations, and factors (e.g., demographics, travel, personal habits) that likely contribute to growth and/or contraction in US during the worldwide pandemic. Correlations and associations between various factors and increased downturn clearly point to certain consistent vulnerabilities.
parisa-ahmadi/DeployingMachineLearningModels
An end to end walkthrough for building and deploying machine learning models with Python and Watson Machine Learning.
parisa-ahmadi/Fuzzy-C-Means-Clustering
Clustering and Image Processing using Fuzzy Logic
parisa-ahmadi/Image-Classification-using-CIFAR-10-dataset
Image-Classification
parisa-ahmadi/keras-ocr
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
parisa-ahmadi/Learn_Data_Science_in_100Days
A step-by-step tutorial to learn Data Science
parisa-ahmadi/linuxandlife
کتاب راهنمای لینوکس و زندگی
parisa-ahmadi/model-deployment
This playlist covers model deployment covered as part of course in YouTube - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5PlN1jwOB3jVZE6nYTVswk
parisa-ahmadi/Natural-Language-Processing
This repository host code of my NLP playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP6zMkHMxFJV4yXIsET5aWlc
parisa-ahmadi/NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
parisa-ahmadi/NYC_Data_ScienceAcademy
parisa-ahmadi/pdfner
Information extraction and named entity recognition for indexing PDFs
parisa-ahmadi/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning
Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models
parisa-ahmadi/Predictive-Mask-Annotation-video-using-pretrain-models
parisa-ahmadi/pyspark-demo
parisa-ahmadi/qna-api
https://kohinoor-soubam.medium.com/
parisa-ahmadi/RL_cart_notebook
Notebook to learn about Reinforcement Learning with the mountain car example from AI gym.
parisa-ahmadi/smile-detection
Smile detection on GENKI4K dataset.
parisa-ahmadi/stylegan2
StyleGAN2 - Official TensorFlow Implementation
parisa-ahmadi/Twitter-US-Airline-Sentiment-Analysis
parisa-ahmadi/YOLO-Object-Detection
YOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, we will apply the YOLO algorithm to detect objects in images.