Ayorinde Olanipekun, PhD's repositories
Hardness-App
Web app for Vickers Hardness Prediction for welded stainless steel. The features used for the predictions are the processing features for the metallic materials, like Welding Temperature, Welding Speed, Sintering Temperature
AWS-MLOPS
The deployment of student score predicting app through AWS Elastic Beanstalk, AWS Codepipeline
Azure-deployment
The machine App deployment was carried with the integration of AZURE and GitHub Actions
Churn-Analysis-
The work uses Hopsworks for Feature store and creating Feature groups for Machine learning modeling
Complete-Data-Science-Materials
This is Krish Naik Sir's GitHub repository, which I forked. It contains comprehensive resources and materials for data science, including his YouTube video tutorials and open-source contributions.
Data-and-Model-drift-monitoring-using-whylabs-
Data drift, Data Quality, and concept drift monitoring
data-engineering-zoomcamp
Free Data Engineering course!
Fatigue-datasets-
Data on Fatigue life for Low Cycle Fatigue properties of Hot Rolled A6061-T6 (Al-1.0Mg-0.6Si)
Lang-Chain-Chat-bot
Chatbot uisng LLM'S Langchain and Ollama
LLM-Chat-Bot-design
LLM ChatBot design using Open Ai
LLM-PDF-Analyzer
Analysing Pdf documents with RAG fine tuned LLM
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
ML-model-for-Product-recommendation-
Building a Machine Learning Model for Product Recommendations Using Customer Purchase Data
MLflow-databricks-logging
Trackign model development, by comparing the statistical metrics after Hyperparameter tunning using MLflow Logs for best performed combinations.
Mlflow-Project-
Using Mlflow to carry out Linear regression prediction for Wine Quality
Mlflow-Remote-environment-setup-for-team-development-for-mlflowtracking
Training model and metadata logging on MLflow on local server
MLOPS-Airflow-MLflow-Docker1
Automation of Iris flower classes Mlflow experimental logging and prediction
MLOPS-End-to-End-project-
Building a full cycle of Machine learning Prediction App for Air quality
mlops-zoomcamp
Free MLOps course from DataTalks.Club
RAG-Application-
RAG application using Python, OpenAI API, and LangChain
SageMaker1
Mobile price prediction using AmazonSagemaker
Sentiments-analysis-of-major-airline-companies-data
Sentiments analysis
Twitter-Sentiment-Analysis
It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text analysis, data analysis and data visualization