Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2025! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.
☆88Feb 13, 2026Updated 5 months ago
Alternatives and similar repositories for ai-ml-roadmap
Users that are interested in ai-ml-roadmap are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Forecast Sensitivity to Observations and Observation Impact☆19Jan 6, 2026Updated 6 months ago
- Zarr, Icechunk, & Xarray for cloud-native geospatial data-cube analysis☆19May 6, 2025Updated last year
- MVP for opening xarray datasets from cloud zarr stores in a single thread with asyncio loops☆23Aug 6, 2023Updated 2 years ago
- A project about projects☆24Jul 12, 2026Updated last week
- Example Azure DevOps pipeline for deploying Terraform code to Azure☆11Feb 18, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Python protocol for interfacing with object storage.☆33Jun 29, 2026Updated 3 weeks ago
- NCAR/CISL Dask Tutorial (Spring 2023)☆28Apr 15, 2026Updated 3 months ago
- Fine-tune LLMs with GRPO algorithm tutorial☆14Mar 4, 2025Updated last year
- Determine appropriate chunk sizes for a given xarray dataset based on target chunk size and 'chunk aspect ratio'☆15Apr 16, 2024Updated 2 years ago
- project contain ansible role and playbook to configure production ready Mongodb cluster & nginx. this is week6 Project & part of 10Weeks…☆12Aug 26, 2023Updated 2 years ago
- The Free Evaluation System Framework (FreVa)☆16Jul 8, 2025Updated last year
- Helping people avoid mistakes when producing and using datacubes☆17Jun 29, 2026Updated 3 weeks ago
- Build openshift the hardway to understand deeper (mimic of kelsey's k8s hardway)☆13May 15, 2018Updated 8 years ago
- Module for spatial data fusion and processing for real estate objects☆28Mar 11, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Plotting and stuff of Chicago CMAQ/WRF/satellite stuff etc☆13Nov 30, 2021Updated 4 years ago
- Kubernetes YAML manifests in configuration repository managed by Argo CD☆17May 13, 2024Updated 2 years ago
- ☆20May 10, 2022Updated 4 years ago
- Files specific to the Amazon EKS Quickstart course☆15May 20, 2024Updated 2 years ago
- Azure DevOps is an end-to-end software development platform.☆13Aug 25, 2025Updated 10 months ago
- ☆16Jul 6, 2026Updated 2 weeks ago
- Utilities for configuring dask-jobqueue with appropriate settings for NCAR clusters☆14Jul 6, 2026Updated 2 weeks ago
- Query Zarr stores with SQL directly from DuckDB☆19Jul 13, 2026Updated last week
- ☆19Nov 12, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repository has all the information & resouces to setup and configure monitoring & logging on EKS cluster☆13Jul 8, 2024Updated 2 years ago
- ☆13Dec 30, 2022Updated 3 years ago
- ☆10Jan 27, 2025Updated last year
- Containerized versions of ESCOMP software (eg, CESM)☆15Aug 19, 2022Updated 3 years ago
- ☆15Aug 21, 2022Updated 3 years ago
- Deploying a private Docker(container) registry on an Amazon EKS (Elastic Kubernetes Service) cluster. The deployment ensures high availab…☆16Jun 24, 2024Updated 2 years ago
- ☆67Aug 25, 2025Updated 10 months ago
- HD-06: Harnessing the Power of Earth Foundation Models☆16Apr 3, 2026Updated 3 months ago
- Please see the newer: https://github.com/Quazmoz/openvino-windows-llm☆21May 20, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A collaborative benchmarking and optimization effort from NSF-NCAR, Development Seed, and NVIDIA to accelerate data-intensive geoscience …☆19Sep 1, 2025Updated 10 months ago
- Performance benchmarks of Zarr V3 implementations☆20Feb 8, 2026Updated 5 months ago
- Icechunk Pilot for NASA IMPACT☆14May 31, 2025Updated last year
- HPC helper for distributed training.☆17Aug 18, 2025Updated 11 months ago
- ☆19Jun 29, 2021Updated 5 years ago
- Global Precipitation Measurement (GPM) Ground Validation (GV) radar processing software (GVradar).☆10Jun 10, 2026Updated last month
- ☆20May 29, 2022Updated 4 years ago