kingabzpro
A certified data scientist who enjoys building machine learning applications and writing blogs on data science.
@kdnuggetsIslamabad
Pinned Repositories
audio-datasets
open-source audio datasets
Annual-Recycled-Energy-Saved-in-Singapore
Learn how much Singapore is saving energy per years by recycling plastics, paper, glass, ferrous and non-ferrous metal
CICD-for-Machine-Learning
A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.
FastAPI-ML-Project
Learning and buiding API using Fast API
French-to-Fongbe-and-Ewe-MT
The objective of this challenge is to create a machine translation system capable of converting text from French into Fongbe or Ewe.
Image-Classification-FastAI.jl
Getting started with Julia Machine Learning Library with FastAI.jl
jobzilla_ai
AI models for automatic job application pipeline (user CV, job description analysis (customized NER/SpaCy) and artificial cover letter generation (trained GPT-2 model) created for Jobzilla project within TechLabs Berlin AI Track programm (03.2021-07.2021).
using-llama3-locally
Running llama3 using Ollama-Python, Curl, LangChain, Chroma, and User interface.
WOLOF-ASR-Wav2Vec2
Audio Preprocessing and finetuning of wav2vec2-large-xlsr model on AI4D Baamtu Datamation - Automatic Speech Recognition in WOLOF Data.
orchest
Build data pipelines, the easy way 🛠️
kingabzpro's Repositories
kingabzpro/CICD-for-Machine-Learning
A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.
kingabzpro/using-llama3-locally
Running llama3 using Ollama-Python, Curl, LangChain, Chroma, and User interface.
kingabzpro/Data-Pipeline-with-Prefect
Building simple data pipelines with Prefect
kingabzpro/Writing-Portfolio
Abid's writing portfolio is a collection of blogs, tutorials, cheat sheets, guides, projects, and books covering data analytics, machine learning, SQL, Python, natural language processing, large language models, artificial intelligence, machine learning operations, and career guidance.
kingabzpro/FastAPI-for-ML
Building a simple FastAPI application for model inference.
kingabzpro/GitHub-Actions-For-Machine-Learning-Beginners
A project on automating ML workflow using scikit-learn pipelines, CML, and GitHub actions.
kingabzpro/kingabzpro
My introduction
kingabzpro/Real-Time-RAG
Building Real-time AI App with Groq API and LangChain
kingabzpro/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
kingabzpro/Brain-Tumor-Classifier-App
Building a Machine Learning Project with OpenAI o1 Reasoning Model
kingabzpro/easy-local-ai
Run Ollama (Llama3.2), Langflow, Postgres, and qdrant server using Docker Compose.
kingabzpro/ML-Workflow-Orchestration-With-Prefect
An introductory project to streamline the machine learning pipeline using Prefect and Discord Notifications, from data ingestion to model saving
kingabzpro/mlops-with-podman
Use Podman Compose to orchestrate the MLOps project components: Prefect server, MLflow tracking server, and the application.
kingabzpro/Water-Quality-App
Building an Water Quality Classifier Application with o1-preview Model
kingabzpro/5-Airflow-Alternatives-for-Data-Orchestration-Tutorial
Code examples of Luigi, Prefect, Kedro, Dagster, and MageAI
kingabzpro/Automating-Machine-Learning-Testing
Automating Machine Learning Testing using GitHub Actions and DeepChecks
kingabzpro/deep-rl-class
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
kingabzpro/Deploy-Doc-QA
Building and deploying a document Q&A application on the Hugging Face cloud using Docker.
kingabzpro/go-example-kdn
Example code for data analysis, data visualization, and machine learning, all written in Go.
kingabzpro/kingabzpro.github.io
My portfolio : Projects, Resume, Contacts ,Blogs, and fun tool tips
kingabzpro/Makefile-Actions
GitHub Actions and MakeFile tutorial and project for beginners.
kingabzpro/MLOps-with-Jenkins
From data ingestion to deploying the model using Jenkins.
kingabzpro/blog
Public repo for HF blog posts
kingabzpro/Fake-News-DataCamp-Project
Building Streamlit app with Google Bard
kingabzpro/FastAI_Bear_Classification_App
Bear Classification app based on Viola, NB widgets and binder
kingabzpro/hindiSpeechPro-Automatic-Speech-Recognization
The project,being part of Kagglex BIPOC Mentorship Program final project, aims to train two separate Hindi ASR models using the Facebook Wav2Vec2 (300M parameters) and OpenAI Whisper-Small models, respectively. The goal is to compare their performance, with a target WER of less than 13%, across various Hindi accents and dialects.
kingabzpro/human-eval
Code for the paper "Evaluating Large Language Models Trained on Code"
kingabzpro/oh-my-posh
A prompt theme engine for any shell.
kingabzpro/stream-medical-data
kingabzpro/timescale-and-large-time-models
how to integrate timescale and large time models (foundation time series models) and grafana. (built streaming on twitch)