Best Data Science, Data Analytics, AI, and SDE roadmaps. This repository is continually updated based on the top job postings on LinkedIn and Indeed in the data science and AI domain.

This is a Git repository containing code for a numerical analysis lab using Fortran and MATLAB

Python hands on tutorial with 50+ Python Application (10 lines of code) By @xiaowuc2

MLOps examples

A curated list of references for MLOps

Free MLOps course from DataTalks.Club

Udemy course by Jose Portilla on using Python for Data Science.

Reference implementations of several LangChain agents as Streamlit apps

🏆 A ranked gallery of awesome streamlit apps built by the community

Analysis on car sales data using Excel functions including, SUMIF, VLOOKUP, Sparklines and Pivot Tables.

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative ski…

Machine learning and deep learning resources

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

List of papers studying machine learning through the lens of category theory

Algorithms implemented in the Julia programming language. We're collaborating with the Humans of Julia community!

Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.

Collection of various algorithms implemented in R.

All Algorithms implemented in Python

The Datathon competition was organized by the country’s leading digital operator Robi. Datathon 2.0 was powered by ‘AWS’ (Amazon Web Services), ‘Huawei’ was the platinum sponsor, and ‘Brain station…

Machine Learning for Finance, published by Packt

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

A MPI program to calculates infinity norm of a matrix using row wise block-striped partitioning. The infinity norm of a matrix is defined to be the maximum of sums of absolute values of elements in…

A package for working with infinite matrix product states (MPS) with ITensor.

A Julia package for representing infinite-dimensional arrays

Construct in MATLAB a matrix designed for use in the HPL-AI Benchmark.

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of mach…

A MATLAB toolbox for infinite and finite Toeplitz matrices

📊 An infographics generator with 30+ plugins and 300+ options to display stats about your GitHub account and render them as SVG, Markdown, PDF or JSON!