EdwinPuertas

prompts-for-edu

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

chroma

the AI-native open-source embedding database

PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

openai-cookbook

Examples and guides for using the OpenAI API

NLP-Natural-Language-Processing

Projects and useful articles / links

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

awesome-data-centric-ai

Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

getting-started-with-the-twitter-api-v2-for-academic-research

A course on getting started with the Twitter API v2 for academic research

Python-Data-Analysis-Third-Edition

Python Data Analysis, Third Edition, Published by Packt

python-for-data-analysis

An introduction to data science using Python and Pandas with Jupyter notebooks

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

grammars-v4

Grammars written for ANTLR v4; expectation that the grammars are free of actions.

evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

flashlight

A C++ standalone library for machine learning

spacy-transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

tr-design

CSS used by W3C specs (this repo is not about the w3.org/TR index page)

EpiIDPy

natural-language-based-financial-forecasting

microtext-normalization

Codes for microtext normalization

personality-detection

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Advanced-Machine-Learning-Specialization

Advanced Machine Learning Specialization on Coursera

gpt-3

GPT-3: Language Models are Few-Shot Learners

awesome-mlops

A curated list of references for MLOps