Alex B.'s repositories
LinkedIn-job-scraper
Searches for a job, collects the search results, evaluates your resume against each job description and gives you a score that indicates your match with a job. It also highlights things you need to improve for a specific job.
RE-Invesment-Analyzer
A web app to analyze rental property investments
approachingalmost
Approaching (Almost) Any Machine Learning Problem
Autogen-experiments
Experimenting with the Microsoft's Autogen library, a multi-agent conversation framework to build LLM workflows
chat-with-your-data
A chatbot to chat with your own data
Churn-Analytics
An implementation of churn model for customer cohorts
Data-Structures-and-Algorithms
Data Structures and Algorithms in Python
summarize-dialogs
Fine-tuning FLAN-T5 to summarize conversations
ZTM-DS-and-Algo-Python
Contains all the code samples from the Zero to Mastery : Master the Coding Interview - Data Structures + Algorithms course by Andrei Neagoie, in Python.
chat-bot-for-your-website
A chatbot to chat about your website
data-science-notes
My personal website containing all my data science notes.
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
dotfiles-public
My personal dotfiles
fine-tune-llms
In this repository, we try two different methods to fine-tune an LLM model.
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
mooc-setup
Information for setting up for the BerkeleyX Spark Intro MOOC, and lab assignments for the course
private-chat-with-pdf
Using completely private tools to create a PDF chatbot
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
vision-webscraper
Using GPT-4V for scraping websites