Alazar Kessela's repositories
Disaster-Response-Pipelines
Create ETL and ML pipelines for disaster response text classification
Finding-Donors-for-CharityML
Analyze real census data and create a supervised machine learning model to predict potential donor for charity.
Image-Classifier
Image classifier using Pytorch
Sparkify-Capstone-Project
Determine customer churn for a music streaming company
annotated-transformer
An annotated implementation of the Transformer paper.
berkeleytextbooks
Textbooks (EE)CS majors at Berkeley would find helpful
BERT-pytorch
Google AI 2018 BERT pytorch implementation
ChatGPT-on-WeChat
🤖️ Deploy ChatGPT on your WeChat within 2 steps! 两步在云端部署你的微信ChatGPT聊天机器人！🤖️
Democratic_AI_Inputs
My personal response to OpenAI's Grant Challenge
docker-cheat-sheet
Docker Cheat Sheet
hashicat-aws
Sample app for Terraform workshops
inferentialthinking
Studying data science enables individuals to bring these techniques to bear on their work, their scientific endeavors, and their personal decisions. Critical thinking has long been a hallmark of a rigorous education, but critiques are often most effective when supported by data. A critical analysis of any aspect of the world, may it be business or social science, involves inductive reasoning; conclusions can rarely been proven outright, but only supported by the available evidence. Data science provides the means to make precise, reliable, and quantitative arguments about any set of observations. With unprecedented access to information and computing, critical thinking about any aspect of the world that can be measured would be incomplete without effective inferential techniques.
Inter-Edge-AI
Notes I have taken while taking the course Intel Edge AI
Recommender-Engine-IBM
Build recommender system to recommend articles to readers using data from IBM Watson Studio Platform
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-Finetuning
LLM Finetuning with peft
PyTorch-LLM
Fine-tuning an LLM using a Generic Workflow and Best Practices with PyTorch
quivr
Dump all your files and thoughts into your private GenerativeAI Second Brain and chat with it
shap
A unified approach to explain the output of any machine learning model.
Stack-Overflow-Data-Analysis
Data Analysis of the 2018 software developers' data from Stack Overflow
TensorFlow-Models
Models and examples built with TensorFlow
terraform-aws-vpc
Terraform module which creates VPC resources on AWS
tfc-workshops-sentinel
Sentinel policies for use in pre-sales workshops: https://hashicorp.github.io/workshops