labrijisaad

Youtube-video-transcriptor

In this notebook, I implemented a script to transcribe YouTube videos (and audio files in general) using Google's speech-to-text API.

LLM-RAG

A Dockerized Streamlit app leveraging a RAG LLM with FAISS to offer answers from uploaded markdown files, deployed on GCP Cloud.

Twitter-Sentiment-Analysis-with-Python

I aim in this project to analyze the sentiment of tweets provided from the Sentiment140 dataset by developing a machine learning sentiment analysis model involving the use of classifiers. The performance of these classifiers is then evaluated using accuracy and F1 scores.

labrijisaad

LABRIJI Saad's Profile Page README.md

Prediction-du-cours-de-Bourse

Forecast Apple stock prices using Python, machine learning, and time series analysis. Compare performance of four models for comprehensive analysis and prediction.

Kedro-Energy-Forecasting-Machine-Learning-Pipeline

This repo showcases a project that transforms ML model training into a simplified, production-ready Kedro Dockerized Pipeline. It emphasizes best MLOps practices, enabling easy training, evaluation, and deployment of models, including XGBoost, LightGBM and Random Forest, with built-in visualization and logging features for effective monitoring.

Data-warehousing-in-Azure-postgreSQL

In this repository, I address missing values in the Prosper dataset using advanced data cleaning techniques. The refined data is then seamlessly uploaded to a pre-configured Azure Postgres Database via a Jupyter Notebook, showcasing efficient data management and cloud database integration.

EXAMEN-DATA-ENGINEERING

In-class exams for Docker, Git, and ML.

Language-Identifier-SVM

Language identification script that can detect the language of a given text. Currently supports Swahili, Wolof, French, English, Arabic, and Dyula. Customizable language support.

Dimension-Reduction-Clustering-Data

explore the impact of dimensionality reduction on the quality of clustering.

Git-Clustering

Enhanced and Repackaged GIT Clustering: This repository offers an open-source, enhanced version of the GIT (Graph of Intensity Topology) clustering algorithm.

Monthly-Daily-Energy-Forecasting-Docker-API

This repository houses an Energy Forecasting API that uses Machine Learning to predict daily and monthly energy consumption from historical data. It's designed as a practical demonstration of a Machine Learning Engineering workflow, from initial analysis to a deployable API packaged with Docker.

Sentiment-analysis-on-the-Quran-Karim-dataset

In this notebook, I attempted to create a script that utilizes pre-trained CamemBERT and VaderSentiment models to label the sentiment of a Quran Karim dataset in English and French. My goal was to accurately classify the sentiment of each text sample in the dataset.

DevEnvConfigurations

🚀 Centralized repository for my customized IDE settings, system configurations, and tech stack preferences. 🛠️

DimReduce-HealthAnalytics

A project showcasing the application of various dimensionality reduction techniques for visualizing and analyzing simulated health diagnostics data in 2D and 3D.

Technical-Test-NLP-Category-Correction

This repo has a Jupyter Notebook for an e-commerce NLP and data manipulation technical test.

working-with-cassandra

In this repository, I covered the basics of Cassandra 🧿

working-with-mongodb

In this repository, I covered the basics of MongoDB 🥭

Apache-beam-k-means

Implementing K-means clustering in sequential, streaming, and distributed formats using Apache Beam.

AXA-Direct-ML-Apprenticeship

Repository showcasing my Machine Learning Engineering Apprenticeship at AXA-Direct Assurance, contributing to the development and implementation of Machine Learning solutions.

Chefclub-Data-Internship

Repository showcasing my Data Engineer / Scientist internship at Chefclub, contributing to data infrastructure enhancement and fostering data-driven insights.

Optimal-K-in-K-Means-Clustering

Using the Elbow Method and Silhouette Analysis to find the optimal K in K-Means Clustering.

Technical-Test-AXA-Direct-Assurance

Data Science Technical Test Solution.

unsupervised-learning-project

In the class project related to unsupervised learning.

ClusterLLM

LLM guided text clustering

DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

few-shot-clustering

first-Android-app

Here is the source code for our first inclass Android app.

ml-learning-app

Mnist-Deep-Learning-Project

his repository is dedicated to tackling three distinct problems using deep learning techniques on the Mnist dataset.