smliaquat

AIML-Tools-of-AI

Python scripts used for the Tools of AI Course

The-Machine-Learning-Workshop

An interactive approach to understanding Machine Learning using scikit-learn

AIML-Algorithms-Training

Training scripts for the AIML Algorithms Course offered through O'Rielly / Pearson

geoBoundaries

geoBoundaries : A Political Administrative Boundaries Dataset (www.geoboundaries.org)

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

oreilly-llm-alignment

open-source-labbing

oreilly-multimodal-ai

socialSignature_MX_Migration

shap

A game theoretic approach to explain the output of any machine learning model.

aws_end_to_end_streaming_pipeline

An AWS Data Engineering End-to-End Project (Glue, Lambda, Kinesis, Redshift, QuickSight, Athena, EC2, S3)

airflow_kafka_cassandra_mongodb

Produce Kafka messages, consume them and upload into Cassandra, MongoDB.

docker-airflow

Docker Apache Airflow

Notebooks

Notebooks associated to the book "Learn Python with Jupyter"

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

python-kitchen-ml

oreilly_math_fundamentals_data_science

scattered-scatterplot

Code examples for the introductory d3.js workshop, "From Scattered to Scatterplot"

aws-event-driven

Github repo for the AWS Event-Driven Automation and Operations course by Chad Smith

llm-course

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

lang2sql

A tutorial for setting an SQL code generator with the OpenAI API

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

cwd-benchmark-data

Data for the Chat With Your Data benchmark.

resources

A collection of resources for learning and research.

Titanic-Datasets

I have put the titanic datasets on github so other people along with myself can download them.

papers-for-molecular-design-using-DL

List of Molecular and Material design using Generative AI and Deep Learning

torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

CPlusPlus20FullThrottlePart1

Code repository for my C++20 Full Throttle (Part 1) live training—A one-day, presentation-only, code-intensive Intro to C++20 core language fundamentals, arrays, strings, vectors, pointers, and object-oriented programming (details at https://learning.oreilly.com/live-events/c20-full-throttle-with-paul-deitel/0636920092682/)

aws-infrastructure-concepts-and-deployment

AWS infrastructure Concepts and Deployment