Projects in Awesome Lists by kingabzpro

https://github.com/kingabzpro/cicd-for-machine-learning

A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.

ci-cd cml guide hugging-face machine-learning mlops mlops-workflow

Last synced: 23 Apr 2025

https://github.com/kingabzpro/using-llama3-locally

Running llama3 using Ollama-Python, Curl, LangChain, Chroma, and User interface.

embeddings langchain llama3 llms ollama

Last synced: 23 Apr 2025

https://github.com/kingabzpro/wolof-asr-wav2vec2

Audio Preprocessing and finetuning of wav2vec2-large-xlsr model on AI4D Baamtu Datamation - Automatic Speech Recognition in WOLOF Data.

africa asr-model audio audio-processing facebook transcription wav2vec2 wolof

Last synced: 23 Apr 2025

https://github.com/kingabzpro/fastapi-ml-project

Learning and buiding API using Fast API

api fastapi nlp spacy testing

Last synced: 23 Apr 2025

https://github.com/kingabzpro/image-classification-fastai.jl

Getting started with Julia Machine Learning Library with FastAI.jl

fastai fastai-jl image-classification imagenet julia machine-learning resnet-18

Last synced: 23 Apr 2025

https://github.com/kingabzpro/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.

ewe fongbe french languages machine-learning machine-translation nlp-machine-learning seq2seq simpletransformers

Last synced: 23 Apr 2025

https://github.com/kingabzpro/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

cleaning-data data-analysis data-science deepnote energy environment

Last synced: 23 Apr 2025

https://github.com/kingabzpro/redis-ml-project

Model serving with FastAPI and Redis caching to enable fast and efficient inference by reducing latency for repeated predictions.

async fastapi machine-learning phishing-classcification redis redis-cache sklearn text-classification

Last synced: 30 Apr 2025

https://github.com/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.

ai author blogspot books career-guide cheatsheet copywriting editing portfolio tutorials

Last synced: 11 Mar 2025

https://github.com/kingabzpro/intro-to-autoxgb

Creating guide for AutoXGB which includes training and running web server.

automl beginner fastapi guide optuna xgboost

Last synced: 23 Apr 2025

https://github.com/kingabzpro/dailogpt-rickbot

Discord bot using DailoGPT pretrained model on Rick& Morty Dataset from Kaggle

chatbot deeplearning disord-bot gpt-2 hacktoberfest2021 huggingface-transformers nlp-machine-learning replit

Last synced: 23 Apr 2025

https://github.com/kingabzpro/data-pipeline-with-prefect

Building simple data pipelines with Prefect

begineer-friendly data-pipeline pandas prefect

Last synced: 17 Jan 2025

https://github.com/kingabzpro/fastapi-for-ml

Building a simple FastAPI application for model inference.

fastapi jinja2-templates machine-learning scikit-learn

Last synced: 09 Feb 2025

https://github.com/kingabzpro/magnet-model-the-geomagnetic-field

In this challenge, your task is to develop models for forecasting Dst that push the boundary of predictive performance, under operationally viable constraints, using the real-time solar-wind (RTSW) data feeds from NOAA’s DSCOVR and NASA’s ACE satellites. Improved models can provide more advanced warning of geomagnetic storms and reduce errors in magnetic navigation systems.

deep-neural-networks forecasting-dst geomagnetic geomagnetic-storms nasa noaa satellites time-series

Last synced: 23 Apr 2025

https://github.com/kingabzpro/nlp-tweets-web-app

Using Streamlit app and ExpertAi to find sentiment Analysis of Airlines tweets from Database and using the interactive tool to predict new sentiment from latest tweets.

airlines-tweets edge-nl-api natural-language nlp-machine-learning streamlit visualization webapp

Last synced: 23 Apr 2025

https://github.com/kingabzpro/data-science-projects-on-datacamp

Data Scince guided and guided course on Datacamp, learning more about Data cleaning, pipeline, Visualization, predictive analysis, Machne learning with both python and R

data-science datacamp learning machine-learning postgresql python r sql visualization

Last synced: 17 Jan 2025

https://github.com/kingabzpro/covid19-vaccine-ml-pipeline

Designing your first machine learning pipeline with few lines of codes using Orchest. You will learn to preprocess the data, train the machine learning model, and evaluate the results.

binaryclassification covid-19 ensemble-learning machine-learning mlpipelines vaccine

Last synced: 17 Jan 2025

https://github.com/kingabzpro/github-actions-for-machine-learning-beginners

A project on automating ML workflow using scikit-learn pipelines, CML, and GitHub actions.

cml github-actions machine-learning mlops scikit-learn

Last synced: 17 Jan 2025

https://github.com/kingabzpro/real-time-rag

Building Real-time AI App with Groq API and LangChain

chromadb gradio groq-api huggingface langchain qanda rag real-time

Last synced: 17 Jan 2025

https://github.com/kingabzpro/yoruba-machine-translation

The goal of this challenge is to build a machine translation model to translate sentences from Yorùbá language to English language in several domains like news articles, daily conversations, spoken dialog transcripts and books.

africa english language machine-learning machinetranslation nlp simpletransformers yuroba

Last synced: 11 Mar 2025

https://github.com/kingabzpro/creating-python-package-using-jupyter-notebook

Creating your first data science python package straight from Jupyter Notebook.

article begineer data-science notebook-jupyter package tutorial

Last synced: 11 Mar 2025

https://github.com/kingabzpro/kingabzpro

My introduction

Last synced: 11 Mar 2025

https://github.com/kingabzpro/consumer-engagement-popularity

We will be using Internet News and Consumer Engagement dataset from Kaggle to predict top article and popularity score.

classification customer data-science data-visualization regression

Last synced: 11 Mar 2025

https://github.com/kingabzpro/brain-tumor-classifier-app

Building a Machine Learning Project with OpenAI o1 Reasoning Model

Last synced: 11 Mar 2025

https://github.com/kingabzpro/ml-pipeline-disaster-tweets

Design your first machine learning pipeline using simple steps on Orchest cloud.

automl ensemble-learning hacktoberfest hacktoberfest2021 machine-learning orchest pipeline

Last synced: 11 Mar 2025

https://github.com/kingabzpro/malawi-news-classification

Using text classifier to predict various categories in Malawi News articles using SMOTE and SGDClassifier.

africa multiclass-classification nlp-machine-learning oversampling

Last synced: 11 Mar 2025

https://github.com/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

discord mlops prefect scikit-learn

Last synced: 11 Mar 2025

https://github.com/kingabzpro/kaggle-competition-2020

In the past decade, computer science has evolved and the importance of Data Science has become the new norm, every company s looking to invest more in Machine learning. This is where someone like me who never had an Interest before got curious and started learning more about this world of Kaggle, it took me 3 months to get hold of some of the basic and advanced tools used by Data Scientists. I am using those same tools to evaluate this data set and come up with the best conclusion. In this Notebook, I will be telling you the story of data and I will be sharing my own experience so that any beginner can learn from my mistake and get ahead.

beginner-project data-visualization dataanalysis kaggle-competition learning python3

Last synced: 11 Mar 2025

https://github.com/kingabzpro/water-quality-app

Building an Water Quality Classifier Application with o1-preview Model

chatgpt docker huggingface o1-preview scikit-learn

Last synced: 15 Mar 2025

https://github.com/kingabzpro/mlops-with-podman

Use Podman Compose to orchestrate the MLOps project components: Prefect server, MLflow tracking server, and the application.

classification guide makefile mlops podman

Last synced: 19 Apr 2025

https://github.com/kingabzpro/mlops-with-jenkins

From data ingestion to deploying the model using Jenkins.

classification fastapi jenkins mlops scikit-learn

Last synced: 18 Feb 2025

https://github.com/kingabzpro/digital-learning-during-covid19-eda

In this project, we will be using data analysis tools to figure out trends in digital learning and how it is effective towards improvised communities. We will be comparing districts and states on factors like demography, internet access, learning product access, and finance.

covid-19 data-science dataanalysis eda education learnplatform usa

Last synced: 11 Mar 2025

https://github.com/kingabzpro/image-classification-fastapi

Image Classification Inference with FastAPI: From Model to Production API

cifar10 client fastapi image-classification image-processing pytorch server

Last synced: 26 Feb 2025

https://github.com/kingabzpro/deploying-llm-applications-with-docker

Building and deploying a document Q&A application on the Hugging Face cloud using Docker.

docker gradio-interface groq huggingface llamaindex llamaparse mixedbread

Last synced: 11 Mar 2025

https://github.com/kingabzpro/automating-machine-learning-testing

Automating Machine Learning Testing using GitHub Actions and DeepChecks

automation cicd deepchecks machine-learning testing tutorial

Last synced: 11 Mar 2025

https://github.com/kingabzpro/go-example-kdn

Example code for data analysis, data visualization, and machine learning, all written in Go.

data-science data-visualization golang machine-learning

Last synced: 11 Mar 2025

https://github.com/kingabzpro/makefile-actions

GitHub Actions and MakeFile tutorial and project for beginners.

actions analytics automation data data-science makefile

Last synced: 11 Mar 2025

https://github.com/kingabzpro/deepnote-api-automation

Automating my workflow

Last synced: 11 Mar 2025

https://github.com/kingabzpro/heroku-bmi-fastapi

Using FastAPI created simple function for calculation BMI and deployed to Heroku server

bmi-calculator fastapi heroku heroku-deployment mlops

Last synced: 11 Mar 2025

https://github.com/kingabzpro/julia-dataframes

I will display how it’s easy to use DataFrame.jl, just like pandas in python. I will use simple examples and a few lines of code to demonstrate data manipulation and data visualization. We will be using the famous Heart Disease UCI | Kaggle Dataset which has a binary classification of Heart Disease based on multiple factors.

data-science dataframe heart julia julia-language machine-learning visualization