Fozan Talat's repositories
divvy-bikeshare-de-project
An end-to-end data pipeline which extracts divvy bikeshare data from web loads it into data lake and datawarehouse transforms it using dbt and finally , a dashboard to visualize the data using looker studio, the pipeline is orchestrated using prefect
Image-Classifier-VGG
This repository contains python code and jupyter notebook for Image Classifier built using pytorch framework and VGG Deep Learning Image Classification Algorithm
heart-disease-classification
This repository contains the ml solution for selecting & training linear (logistic regression) & tree based (xgboost) model to classify & predict the risk of heart disease, and then putting it into flask web service and packaging it into a docker container.
rfp_summarizer_chatbot
This repository contain flask based rfp document summarizer and chatbot using OPEN AI GPT 3.5 Turbo , the RAG (Retrieval Augmented Generation) pipeline was built using Langchian.
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
coding-interview-university
A complete computer science study plan to become a software engineer.
data-engineering-zoomcamp
Free Data Engineering course!
data-engineering-zoomcamp-1
Virtual Machine GitHub repo of Data Engineering Zoomcamp
data-engineering-zoomcamp-2
Free Data Engineering course! with DataTalksClub
dezoomcamp-project
Data pipeline for extracting, transforming, and visualising Covid-19 data
DTC-Data-Engineering-Zoomcamp
This repository contains homework solutions and course material for 10 weeks data engineering zoomcamp by DataTalksClub.
Fozan-Talat
Config files for my GitHub profile.
ml_zoomcamp_hw
This repository contains homework solutions to ml_zoomcamp by DataTalks Club
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
heart_disease_risk_classifier
Selecting and training a classification model to predict the risk for heart disease, putting it to a web service using Docker and BentoML, and deploying to a cloud platform.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
taxi_rides_ny_duckdb
PipeRider dbt workshop for DataTalksClub DE Zoomcamp